Large-scale Information Network Embedding

Introduced by Tang et al. in LINE: Large-scale Information Network Embedding

Latest Papers

PAPER DATE
Whole page recognition of historical handwriting
Hans J. G. A. Dolfing
2020-09-22
Survey of explainable machine learning with visual and granular methods beyond quasi-explanations
Boris KovalerchukMuhammad Aurangzeb AhmadAnkur Teredesai
2020-09-21
Segmentation and Defect Classification of the Power Line Insulators: A Deep Learning-based Approach
Arman AlahyariAnton HinneckRahim TariverdiDavid Pozo
2020-09-21
div2vec: Diversity-Emphasized Node Embedding
Jisu JeongJeong-Min YunHongi KeamYoung-Jin ParkZimin ParkJunki Cho
2020-09-21
Line Flow based SLAM
Qiuyuan WangZike YanJunqiu WangFei XueWei MaHongbin Zha
2020-09-21
Achieving Proportionality up to the Maximin Item with Indivisible Goods
Artem BaklanovPranav GarimidiVasilis GkatzelisDaniel Schoepflin
2020-09-20
Weight Distillation: Transferring the Knowledge in Neural Network Parameters
Ye LinYanyang LiZiyang WangBei LiQuan DuTong XiaoJingbo Zhu
2020-09-19
Towards Full-line Code Completion with Neural Language Models
Wenhan WangSijie ShenGe LiZhi Jin
2020-09-18
fastHan: A BERT-based Joint Many-Task Toolkit for Chinese NLP
Zhichao GengHang YanXipeng QiuXuanjing Huang
2020-09-18
Strategy Proof Mechanisms for Facility Location in Euclidean and Manhattan Space
Toby Walsh
2020-09-17
The Limits of Pan Privacy and Shuffle Privacy for Learning and Estimation
Albert CheuJonathan Ullman
2020-09-17
Back to Event Basics: Self-Supervised Learning of Image Reconstruction for Event Cameras via Photometric Constancy
F. Paredes-VallésG. C. H. E. de Croon
2020-09-17
Parallax Attention for Unsupervised Stereo Correspondence Learning
| Longguang WangYulan GuoYingqian WangZhengfa LiangZaiping LinJungang YangWei An
2020-09-16
PL-VINS: Real-Time Monocular Visual-Inertial SLAM with Point and Line
| Qiang FuJialong WangHongshan YuIslam AliFeng GuoHong Zhang
2020-09-16
Detecting Cross-Modal Inconsistency to Defend Against Neural Fake News
Reuben TanKate SaenkoBryan A. Plummer
2020-09-16
Does Link Prediction Help Detect Feature Interactions in Software Product Lines (SPLs)?
Seyedehzahra KhoshmaneshRobyn Lutz
2020-09-15
Second-order Neural Network Training Using Complex-step Directional Derivative
Siyuan ShenTianjia ShaoKun ZhouChenfanfu JiangFeng LuoYin Yang
2020-09-15
Neural Networks Enhancement through Prior Logical Knowledge
Alessandro DanieleLuciano Serafini
2020-09-13
TP-LSD: Tri-Points Based Line Segment Detector
Siyu HuangFangbo QinPengfei XiongNing DingYijia HeXiao Liu
2020-09-11
Investigation of REFINED CNN ensemble learning for anti-cancer drug sensitivity prediction
Omid BazgirSouparno GhoshRanadip Pal
2020-09-09
SNoRe: Scalable Unsupervised Learning of Symbolic Node Representations
Sebastian MežnarNada LavračBlaž Škrlj
2020-09-08
COVCOR20 at WNUT-2020 Task 2: An Attempt to Combine Deep Learning and Expert rules
Ali HürriyetoğluAli SafayaNelleke OostdijkOsman MutluErdem Yörük
2020-09-07
A perception centred self-driving system without HD Maps
Alan Sun
2020-09-02
Architectural Implications of Graph Neural Networks
Zhihui ZhangJingwen LengLingxiao MaYoushan MiaoChao LiMinyi Guo
2020-09-02
Solving the single-track train scheduling problem via Deep Reinforcement Learning
Valerio AgasucciGiorgio GraniLeonardo Lamorgese
2020-09-01
Random Forest (RF) Kernel for Regression, Classification and Survival
Dai FengRichard Baumgartner
2020-08-31
Deep Neural Network based Wide-Area Event Classification in Power Systems
Iman NiazazariAmir GhasemkhaniYunchuan LiuShuchismita BiswasHanif LivaniLei YangVirgilio Centeno
2020-08-24
Learning Personalized Models of Human Behavior in Chess
Reid McIlroy-YoungRussell WangSiddhartha SenJon KleinbergAshton Anderson
2020-08-23
From Optimizing Engagement to Measuring Value
Smitha MilliLuca BelliMoritz Hardt
2020-08-21
Clustering small datasets in high-dimension by random projection
Alden BradfordTarun YellamrajuMireille Boutin
2020-08-21
Evaluating Machine Learning Models for the Fast Identification of Contingency Cases
Florian SchaeferJan-Hendrik MenkeMartin Braun
2020-08-21
Line detection via a lightweight CNN with a Hough Layer
Lev TeplyakovKirill KaymakovEvgeny ShvetsDmitry Nikolaev
2020-08-20
Frank-Wolfe algorithm for learning SVM-type multi-category classifiers
Kenya TajimaYoshihiro HirohashiEsmeraldo Ronnie Rey ZaraTsuyoshi Kato
2020-08-20
Self-regularizing Property of Nonparametric Maximum Likelihood Estimator in Mixture Models
Yury PolyanskiyYihong Wu
2020-08-19
Stereo Plane SLAM Based on Intersecting Lines
Xiaoyu ZhangWei WangXianyu QiZiwei Liao
2020-08-19
Stochastic Adaptive Line Search for Differentially Private Optimization
Chen ChenJaewoo Lee
2020-08-18
Improving adversarial robustness of deep neural networks by using semantic information
Lina WangRui TangYawei YueXingshu ChenWei WangYi ZhuXuemei Zeng
2020-08-18
Improving Emergency Response during Hurricane Season using Computer Vision
Marc BoschChristian ConroyBenjamin OrtizPhilip Bogden
2020-08-17
Loghub: A Large Collection of System Log Datasets towards Automated Log Analytics
Shilin HeJieming ZhuPinjia HeMichael R. Lyu
2020-08-14
LGNN: a Context-aware Line Segment Detector
Quan MengJiakai ZhangQiang HuXuming HeJingyi Yu
2020-08-13
IDOL: A Framework for IMU-DVS Odometry using Lines
Cedric Le GentilFlorian TschoppIgnacio AlzugarayTeresa Vidal-CallejaRoland SiegwartJuan Nieto
2020-08-13
Learning Event-triggered Control from Data through Joint Optimization
Niklas FunkDominik BaumannVincent BerenzSebastian Trimpe
2020-08-11
Does BERT Solve Commonsense Task via Commonsense Knowledge?
Leyang CuiSijie ChengYu WuYue Zhang
2020-08-10
A Survey on Large-scale Machine Learning
Meng WangWeijie FuXiangnan HeShijie HaoXindong Wu
2020-08-10
A methodology for the measurement of track geometry based on computer vision and inertial sensors
José L. Escalona
2020-08-09
Fully Automated Photogrammetric Data Segmentation and Object Information Extraction Approach for Creating Simulation Terrain
Meida ChenAndrew FengKyle McCulloughPratusha Bhuvana PrasadRyan McAlindenLucio SoibelmanMike Enloe
2020-08-09
Hard Class Rectification for Domain Adaptation
Zhang YunlongJing ChangxingLin HuangxingChen ChaoqiHuang YueDing XinghaoZou Yang
2020-08-08
Optimal Combination of Linear and Spectral Estimators for Generalized Linear Models
Marco MondelliChristos ThrampoulidisRamji Venkataramanan
2020-08-07
Artificial intelligence and quasar absorption system modelling; application to fundamental constants at high redshift
Chung-Chi LeeJohn K. WebbR. F. CarswellDinko Milakovic
2020-08-06
On the Accuracy of CRNNs for Line-Based OCR: A Multi-Parameter Evaluation
Bernhard LieblManuel Burghardt
2020-08-06
Attentive Fusion Enhanced Audio-Visual Encoding for Transformer Based Robust Speech Recognition
Liangfa WeiJie ZhangJunfeng HouLirong Dai
2020-08-06
Structure-SLAM: Low-Drift Monocular SLAM in Indoor Environments
Yanyan LiNikolas BraschYida WangNassir NavabFederico Tombari
2020-08-05
Machine Learning Fairness in Justice Systems: Base Rates, False Positives, and False Negatives
Jesse Russell
2020-08-05
Compact Graph Architecture for Speech Emotion Recognition
A. ShirianT. Guha
2020-08-05
Verifying Tight Logic Programs with anthem and Vampire
Jorge FandinnoVladimir LifschitzPatrick LühneTorsten Schaub
2020-08-05
Optimizing AD Pruning of Sponsored Search with Reinforcement Learning
Yijiang LianZhijie ChenXin PeiShuang LiYifei WangYuefeng QiuZhiheng ZhangZhipeng TaoLiang YuanHanju GuanKefeng ZhangZhigang LiXiaochun Liu
2020-08-05
PDE-Driven Spatiotemporal Disentanglement
| Jérémie DonàJean-Yves FranceschiSylvain LamprierPatrick Gallinari
2020-08-04
Communication-Efficient Federated Learning via Optimal Client Sampling
Monica RiberoHaris Vikalo
2020-07-30
Approximation of Smoothness Classes by Deep ReLU Networks
Mazen AliAnthony Nouy
2020-07-30
Theory of gating in recurrent neural networks
Kamesh KrishnamurthyTankut CanDavid J. Schwab
2020-07-29
Learning Transferable Push Manipulation Skills in Novel Contexts
Rhys HowardClaudio Zito
2020-07-29
Hybrid-basis inference for large-scale galaxy clustering: combining spherical and Cartesian Fourier analyses
Mike Shengbo WangSantiago AvilaDavide BianchiRobert CrittendenWill J. Percival
2020-07-29
A Preliminary Exploration into an Alternative CellLineNet: An Evolutionary Approach
Akwarandu Ugo NwachukuXavier Lewis-PalmerDarlington Ahiale Akogo
2020-07-26
SOTERIA: In Search of Efficient Neural Networks for Private Inference
Anshul AggarwalTrevor E. CarlsonReza ShokriShruti Tople
2020-07-25
MurTree: Optimal Classification Trees via Dynamic Programming and Search
Emir DemirovićAnna LukinaEmmanuel HebrardJeffrey ChanJames BaileyChristopher LeckieKotagiri RamamohanaraoPeter J. Stuckey
2020-07-24
Synthetic Spectra of Rotating Stars
Mikhail LipatovTimothy D. Brandt
2020-07-24
Health, Psychosocial, and Social issues emanating from COVID-19 pandemic based on Social Media Comments using Natural Language Processing
Oladapo OyebodeChinenye NdulueAshfaq AdibDinesh MulchandaniBanuchitra SurulirajFidelia Anulika OrjiChristine ChambersSandra MeierRita Orji
2020-07-23
Neural Geometric Parser for Single Image Camera Calibration
Jinwoo LeeMinhyuk SungHyunjoon LeeJunho Kim
2020-07-23
Complex Skill Acquisition through Simple Skill Adversarial Imitation Learning
Pranay Pasula
2020-07-20
A Gated and Bifurcated Stacked U-Net Module for Document Image Dewarping
| Hmrishav BandyopadhyayTanmoy DasguptaNibaran DasMita Nasipuri
2020-07-20
Sequential Quadratic Optimization for Nonlinear Equality Constrained Stochastic Optimization
Albert BerahasFrank E. CurtisDaniel P. RobinsonBaoyu Zhou
2020-07-20
Privacy Preserving Visual SLAM
Mikiya ShibuyaShinya SumikuraKen Sakurada
2020-07-20
Optimal $\ell_1$ Column Subset Selection and a Fast PTAS for Low Rank Approximation
Arvind V. MahankaliDavid P. Woodruff
2020-07-20
A curated collection of COVID-19 online datasets
Isa Inuwa-DutseIoannis Korkontzelos
2020-07-19
Deep Hough-Transform Line Priors
| Yancong LinSilvia L. PinteaJan C. van Gemert
2020-07-18
Unsupervised Representation Learning For Context of Vocal Music
Camille NoufiPrateek VermaJonathan Berger
2020-07-17
Adaptive Task Sampling for Meta-Learning
Chenghao LiuZhihao WangDoyen SahooYuan FangKun ZhangSteven C. H. Hoi
2020-07-17
SketchGraphs: A Large-Scale Dataset for Modeling Relational Geometry in Computer-Aided Design
| Ari SeffYaniv OvadiaWenda ZhouRyan P. Adams
2020-07-16
A Survey of Privacy Attacks in Machine Learning
Maria RigakiSebastian Garcia
2020-07-15
Learning to Parse Wireframes in Images of Man-Made Environments
| Kun HuangYifan WangZihan ZhouTianjiao DingShenghua GaoYi Ma
2020-07-15
Adversarial Examples and Metrics
Nico DöttlingKathrin GrosseMichael BackesIan Molloy
2020-07-14
Joint Layout Analysis, Character Detection and Recognition for Historical Document Digitization
| Weihong MaHesuo ZhangLianwen JinSihang WuJiapeng WangYongpan Wang
2020-07-14
Automatic extraction of road intersection points from USGS historical map series using deep convolutional neural networks
Mahmoud SaeedimoghaddamT. F. Stepinski
2020-07-14
Fine-Grained Crowd Counting
Jia WanNikil Senthil KumarAntoni B. Chan
2020-07-13
Fair Algorithms for Multi-Agent Multi-Armed Bandits
Safwan HossainEvi MichaNisarg Shah
2020-07-13
MeTRAbs: Metric-Scale Truncation-Robust Heatmaps for Absolute 3D Human Pose Estimation
| István SárándiTimm LinderKai O. ArrasBastian Leibe
2020-07-12
Federated Learning's Blessing: FedAvg has Linear Speedup
Zhaonan QuKaixiang LinJayant KalagnanamZhaojian LiJiayu ZhouZhengyuan Zhou
2020-07-11
A Computational Separation between Private Learning and Online Learning
Mark Bun
2020-07-11
Attention or memory? Neurointerpretable agents in space and time
Lennart BramlageAurelio Cortese
2020-07-09
Maximum Entropy Regularization and Chinese Text Recognition
Changxu ChengWuheng XuXiang BaiBin FengWenyu Liu
2020-07-09
EPI-based Oriented Relation Networks for Light Field Depth Estimation
Kunyuan LiJun ZhangRui SunXudong ZhangJun Gao
2020-07-09
Learning Efficient Search Approximation in Mixed Integer Branch and Bound
Kaan YilmazNeil Yorke-Smith
2020-07-08
Accuracy of neural networks for the simulation of chaotic dynamics: precision of training data vs precision of the algorithm
S. BompasB. GeorgeotD. Guéry-Odelin
2020-07-08
Provably Safe PAC-MDP Exploration Using Analogies
Melrose RoderickVaishnavh NagarajanJ. Zico Kolter
2020-07-07
Defending Against Backdoors in Federated Learning with Robust Learning Rate
Mustafa Safa OzdayiMurat KantarciogluYulia R. Gel
2020-07-07
Understanding and Improving Fast Adversarial Training
| Maksym AndriushchenkoNicolas Flammarion
2020-07-06
Multi-Manifold Learning for Large-scale Targeted Advertising System
Kyuyong ShinYoung-Jin ParkKyung-Min KimSunyoung Kwon
2020-07-05
Differentiable Causal Discovery from Interventional Data
Philippe BrouillardSébastien LachapelleAlexandre LacosteSimon Lacoste-JulienAlexandre Drouin
2020-07-03
Automatic Page Segmentation Without Decompressing the Run-Length Compressed Text Documents
Mohammed JavedP. Nagabhushan
2020-07-02
Deep Learning Models for Visual Inspection on Automotive Assembling Line
Muriel MazzettoMarcelo TeixeiraÉrick Oliveira RodriguesDalcimar Casanova
2020-07-02
On Designing GPU Algorithms with Applications to Mesh Refinement
Zhenghai ChenTiow-Seng TanHong-Yang Ong
2020-07-01
Improving Multi-hop Question Answering over Knowledge Graphs using Knowledge Base Embeddings
Apoorv SaxenaAditay TripathiPartha Talukdar
2020-07-01
Evaluating and Enhancing the Robustness of Neural Network-based Dependency Parsing Models with Adversarial Examples
Xiaoqing ZhengJiehang ZengYi ZhouCho-Jui HsiehMinhao ChengXuanjing Huang
2020-07-01
SyntaxGym: An Online Platform for Targeted Evaluation of Language Models
Jon GauthierJennifer HuEthan WilcoxPeng QianRoger Levy
2020-07-01
Annotation and Classification of Evidence and Reasoning Revisions in Argumentative Writing
Tazin AfrinElaine Lin WangDiane LitmanLindsay Clare MatsumuraRichard Correnti
2020-07-01
The University of Helsinki Submission to the IWSLT2020 Offline SpeechTranslation Task
Ra{\'u}l V{\'a}zquezMikko AulamoUmut SulubacakJ{\"o}rg Tiedemann
2020-07-01
Studying Challenges in Medical Conversation with Structured Annotation
Nan WangYan SongFei Xia
2020-07-01
M3d-CAM: A PyTorch library to generate 3D data attention maps for medical deep learning
Karol GotkowskiCamila GonzalezAndreas BucherAnirban Mukhopadhyay
2020-07-01
Learning an arbitrary mixture of two multinomial logits
Wenpin Tang
2020-07-01
Method for the generation of depth images for view-based shape retrieval of 3D CAD model from partial point cloud
Hyungki KimMoohyun ChaDuhwan Mun
2020-06-30
Recovering Joint Probability of Discrete Random Variables from Pairwise Marginals
Shahana IbrahimXiao Fu
2020-06-30
Track Seeding and Labelling with Embedded-space Graph Neural Networks
Nicholas ChomaDaniel MurnaneXiangyang JuPaolo CalafiuraSean ConlonSteven FarrellPrabhatGiuseppe CeratiLindsey GrayThomas KlijnsmaJim KowalkowskiPanagiotis SpentzourisJean-Roch VlimantMaria SpiropuluAdam AurisanoJeremy HewesAristeidis TsarisKazuhiro TeraoTracy Usher
2020-06-30
Gradient Methods Never Overfit On Separable Data
Ohad Shamir
2020-06-30
An Imitation Learning Approach for Cache Replacement
Evan Zheran LiuMilad HashemiKevin SwerskyParthasarathy RanganathanJunwhan Ahn
2020-06-29
Deep Learning as a Competitive Feature-Free Approach for Automated Algorithm Selection on the Traveling Salesperson Problem
| Moritz SeilerJanina PohlJakob BossekPascal KerschkeHeike Trautmann
2020-06-29
Gradient-only line searches to automatically determine learning rates for a variety of stochastic training algorithms
Dominic KafkaDaniel Nicolas Wilke
2020-06-29
ESPN: Extremely Sparse Pruned Networks
| Minsu ChoAmeya JoshiChinmay Hegde
2020-06-28
Video-Grounded Dialogues with Pretrained Generation Language Models
Hung LeSteven C. H. Hoi
2020-06-27
Hop Sampling: A Simple Regularized Graph Learning for Non-Stationary Environments
Young-Jin ParkKyuyong ShinKyung-Min Kim
2020-06-26
Accelerated Large Batch Optimization of BERT Pretraining in 54 minutes
Shuai ZhengHaibin LinSheng ZhaMu Li
2020-06-24
Fast Initial Access with Deep Learning for Beam Prediction in 5G mmWave Networks
Tarun S. CousikVijay K. ShahJeffrey H. ReedTugba ErpekYalin E. Sagduyu
2020-06-22
Artist-Guided Semiautomatic Animation Colorization
Harrish ThasarathanMehran Ebrahimi
2020-06-22
Network Moments: Extensions and Sparse-Smooth Attacks
Modar AlfadlyAdel BibiEmilio BoteroSalman AlsubaihiBernard Ghanem
2020-06-21
Learning compact generalizable neural representations supporting perceptual grouping
Vijay VeerabadranVirginia R. de Sa
2020-06-21
Seq2Seq and Joint Learning Based Unix Command Line Prediction System
| Thoudam Doren SinghAbdullah Faiz Ur Rahman KhiljiDivyanshaApoorva Vikram SinghSurmila ThokchomSivaji Bandyopadhyay
2020-06-20
Evaluating Prediction-Time Batch Normalization for Robustness under Covariate Shift
Zachary NadoShreyas PadhyD. SculleyAlexander D'AmourBalaji LakshminarayananJasper Snoek
2020-06-19
Explainable and Discourse Topic-aware Neural Language Understanding
Yatin ChaudharyHinrich SchützePankaj Gupta
2020-06-18
Role of Edge Device and Cloud Machine Learning in Point-of-Care Solutions Using Imaging Diagnostics for Population Screening
Amit KharatVinay DuddalwarKrishna SaojiAshrika GaikwadViraj KulkarniGunjan NaikRohit LokwaniSwaraj KasliwalSudeep KondalTanveer GupteAniruddha Pant
2020-06-18
3D Shape Reconstruction from Free-Hand Sketches
Jiayun WangJierui LinQian YuRuntao LiuYubei ChenStella X. Yu
2020-06-17
Enhanced First and Zeroth Order Variance Reduced Algorithms for Min-Max Optimization
Tengyu XuZhe WangYingbin LiangH. Vincent Poor
2020-06-16
Cooking Is All About People: Comment Classification On Cookery Channels Using BERT and Classification Models (Malayalam-English Mix-Code)
Subramaniam KazhuparambilAbhishek Kaushik
2020-06-15
Collegial Ensembles
Etai LittwinBen MyaraSima SabahJoshua SusskindShuangfei ZhaiOren Golan
2020-06-13
OrigamiNet: Weakly-Supervised, Segmentation-Free, One-Step, Full Page Text Recognition by learning to unfold
Mohamed YousefTom E. Bishop
2020-06-12
On Neural Estimators for Conditional Mutual Information Using Nearest Neighbors Sampling
Sina MolavipourGermán BassiMikael Skoglund
2020-06-12
Is the Skip Connection Provable to Reform the Neural Network Loss Landscape?
Lifu WangBo ShenNing ZhaoZhiyuan Zhang
2020-06-10
D-VPnet: A Network for Real-time Dominant Vanishing Point Detection in Natural Scenes
Yin-Bo LiuMing ZengQing-Hao Meng
2020-06-09
Learning under Invariable Bayesian Safety
Gal BaharOmer Ben-PoratKevin Leyton-BrownMoshe Tennenholtz
2020-06-08
Distributional Robustness with IPMs and links to Regularization and GANs
Hisham Husain
2020-06-08
Frank-Wolfe optimization for deep networks
Jakob Stigenberg
2020-06-06
Scalene: Scripting-Language Aware Profiling for Python
Emery D. Berger
2020-06-06
Triple descent and the two kinds of overfitting: Where & why do they appear?
Stéphane d'AscoliLevent SagunGiulio Biroli
2020-06-05
Optimizing Neural Networks via Koopman Operator Theory
Akshunna S. DograWilliam T Redman
2020-06-03
Countering hate on social media: Large scale classification of hate and counter speech
Joshua GarlandKeyan Ghazi-ZahediJean-Gabriel YoungLaurent Hébert-DufresneMirta Galesic
2020-06-02
Open-Domain Question Answering with Pre-Constructed Question Spaces
Jinfeng XiaoLidan WangFranck DernoncourtTrung BuiTong SunJiawei Han
2020-06-02
3D Lidar Mapping Relative Accuracy Automatic Evaluation Algorithm
Guibin ChenJiong DengDongze HuangShuo Zhang
2020-06-01
VPLNet: Deep Single View Normal Estimation With Vanishing Points and Lines
Rui Wang David Geraghty Kevin Matzen Richard Szeliski Jan-Michael Frahm
2020-06-01
Bundle Pooling for Polygonal Architecture Segmentation Problem
Huayi Zeng Kevin Joseph Adam Vest Yasutaka Furukawa
2020-06-01
Minimal Solvers for 3D Scan Alignment With Pairs of Intersecting Lines
Andre Mateus Srikumar Ramalingam Pedro Miraldo
2020-06-01
RDCFace: Radial Distortion Correction for Face Recognition
He Zhao Xianghua Ying Yongjie Shi Xin Tong Jingsi Wen Hongbin Zha
2020-06-01
From Depth What Can You See? Depth Completion via Auxiliary Image Reconstruction
Kaiyue Lu Nick Barnes Saeed Anwar Liang Zheng
2020-06-01
TRPLP - Trifocal Relative Pose From Lines at Points
Ricardo Fabbri Timothy Duff Hongyi Fan Margaret H. Regan David da Costa de Pinho Elias Tsigaridas Charles W. Wampler Jonathan D. Hauenstein Peter J. Giblin Benjamin Kimia Anton Leykin Tomas Pajdla
2020-06-01
Modeling adult skeletal stem cell response to laser-machined topographies through deep learning
Benita S. MackayMatthew PraegerJames A. Grant-JacobJanos KanczlerRobert W. EasonRichard O. C. OreffoBen Mills
2020-05-30
Comparison of stellar populations in simulated and real post-starburst galaxies in MaNGA
Yirui ZhengVivienne WildNatalia LahénPeter H. JohanssonDavid LawJohn R. WeaverNoelia Jimenez
2020-05-28
SPIN: Structure-Preserving Inner Offset Network for Scene Text Recognition
Chengwei ZhangYunlu XuZhanzhan ChengShiliang PuYi NiuFei WuFutai Zou
2020-05-27
SurfaceNet+: An End-to-end 3D Neural Network for Very Sparse Multi-view Stereopsis
| Mengqi JiJinzhi ZhangQionghai DaiLu Fang
2020-05-26
Spoken digit classification using a spin-wave delay-line active-ring reservoir computing
Stuart WattMikhail Kostylev
2020-05-26
Determining the systemic redshift of Lyman-α emitters with neural networks and improving the measured large-scale clustering
Siddhartha Gurung-LópezShun SaitoCarlton M. BaughSilvia BonoliCedric G. LaceyÁlvaro A. Orsi
2020-05-26
An Audio-enriched BERT-based Framework for Spoken Multiple-choice Question Answering
Chia-Chih KuoShang-Bao LuoKuan-Yu Chen
2020-05-25
Deblending galaxies with Variational Autoencoders: a joint multi-band, multi-instrument approach
Bastien ArcelinCyrille DouxEric AubourgCécile Roucelle
2020-05-25
rTop-k: A Statistical Estimation Approach to Distributed SGD
Leighton Pate BarnesHuseyin A. InanBerivan IsikAyfer Ozgur
2020-05-21
Studying Product Competition Using Representation Learning
Fanglin ChenXiao LiuDavide ProserpioIsamar TroncosoFeiyu Xiong
2020-05-21
BlaBla: Linguistic Feature Extraction for Clinical Analysis in Multiple Languages
| Abhishek ShivkumarJack WestonRaphael LenainEmil Fristed
2020-05-20
The Effects of Randomness on the Stability of Node Embeddings
| Tobias SchumacherHinrikus WolfMartin RitzertFlorian LemmerichJan BachmannFlorian FrantzenMax KlabundeMartin GroheMarkus Strohmaier
2020-05-20
Greedy Algorithm almost Dominates in Smoothed Contextual Bandits
Manish RaghavanAleksandrs SlivkinsJennifer Wortman VaughanZhiwei Steven Wu
2020-05-19
Prediction error-driven memory consolidation for continual learning. On the case of adaptive greenhouse models
Guido SchillaciLuis MirandaUwe Schmidt
2020-05-19
Surfboard: Audio Feature Extraction for Modern Machine Learning
| Raphael LenainJack WestonAbhishek ShivkumarEmil Fristed
2020-05-18
Information-theoretic analysis for transfer learning
Xuetong WuJonathan H. MantonUwe AickelinJingge Zhu
2020-05-18
The presence of occupational structure in online texts based on word embedding NLP models
Zoltán KmettyJulia KoltaiTamás Rudas
2020-05-18
Studying the Transfer of Biases from Programmers to Programs
Tore PedersenChristian JohansenJohanna Johansen
2020-05-17
Learning and Evaluating Emotion Lexicons for 91 Languages
| Sven BuechelSusanna RückerUdo Hahn
2020-05-12
Computer Vision Toolkit for Non-invasive Monitoring of Factory Floor Artifacts
Aditya M. DeshpandeAnil Kumar TelikicherlaVinay JakkaliDavid A. WickelhausManish KumarSam Anand
2020-05-12
Extending the Tsetlin Machine With Integer-Weighted Clauses for Increased Interpretability
| K. Darshana AbeyrathnaOle-Christoffer GranmoMorten Goodwin
2020-05-11
Hypergraph Learning with Line Expansion
Chaoqi YangRuijie WangShuochao YaoTarek Abdelzaher
2020-05-11
Introduction of a new Dataset and Method for Detecting and Counting the Pistachios based on Deep Learning
| Mohammad RahimzadehAbolfazl Attar
2020-05-08
Determinantal Point Processes in Randomized Numerical Linear Algebra
Michał DerezińskiMichael W. Mahoney
2020-05-07
Lower bounds in multiple testing: A framework based on derandomized proxies
Max RabinovichMichael I. JordanMartin J. Wainwright
2020-05-07
Automated Transcription for Pre-Modern Japanese Kuzushiji Documents by Random Lines Erasure and Curriculum Learning
Anh Duc Le
2020-05-06
Towards quantum advantage for topological data analysis
Casper GyurikChris CadeVedran Dunjko
2020-05-06
Learning Architectures from an Extended Search Space for Language Modeling
Yinqiao LiChi HuYuhao ZhangNuo XuYufan JiangTong XiaoJingbo ZhuTongran LiuChangliang Li
2020-05-06
Detection of Line Artefacts in Lung Ultrasound Images of COVID-19 Patients via Non-Convex Regularization
Oktay KarakuşNantheera AnantrasirichaiAmazigh AguersifStein SilvaAdrian BasarabAlin Achim
2020-05-06
End-to-End Lane Marker Detection via Row-wise Classification
Seungwoo YooHeeseok LeeHeesoo MyeongSungrack YunHyoungwoo ParkJanghoon ChoDuck Hoon Kim
2020-05-06
Compose Like Humans: Jointly Improving the Coherence and Novelty for Modern Chinese Poetry Generation
Lei ShenXiaoyu GuoMeng Chen
2020-05-04
High-Dimensional Robust Mean Estimation via Gradient Descent
Yu ChengIlias DiakonikolasRong GeMahdi Soltanolkotabi
2020-05-04
Understanding Scanned Receipts
Eric Melz
2020-05-04
Deep Encoder-Decoder Neural Network for Fingerprint Image Denoising and Inpainting
Weiya Fan
2020-05-03
Learning Disentangled Representations for CounterFactual Regression
Negar HassanpourRussell Greiner
2020-05-01
Can gradient clipping mitigate label noise?
Aditya Krishna MenonAnkit Singh RawatSashank J. ReddiSanjiv Kumar
2020-05-01
Thresholded Adaptive Validation: Tuning the Graphical Lasso for Graph Recovery
| Mike LaszkiewiczAsja FischerJohannes Lederer
2020-05-01
A Gradient Boosting-Seq2Seq System for Latin POS Tagging and Lemmatization
Celano Giuseppe
2020-05-01
Using Multilingual Resources to Evaluate CEFRLex for Learner Applications
Johannes Gra{\"e}nDavid AlfterGerold Schneider
2020-05-01
How Users React to Proactive Voice Assistant Behavior While Driving
Maria SchmidtWolfgang MinkerSteffen Werner
2020-05-01
An In-Depth Comparison of 14 Spelling Correction Tools on a Common Benchmark
Markus N{\"a}ther
2020-05-01
Interoperability in an Infrastructure Enabling Multidisciplinary Research: The case of CLARIN
Franciska de JongBente MaegaardDarja Fi{\v{s}}erDieter van UytvanckAndreas Witt
2020-05-01
Reproduction and Revival of the Argument Reasoning Comprehension Task
Jo{\~a}o Ant{\'o}nio RodriguesRuben BrancoJo{\~a}o SilvaAnt{\'o}nio Branco
2020-05-01
Reproduction and Replication: A Case Study with Automatic Essay Scoring
Eva Huber{\c{C}}a{\u{g}}r{\i} {\c{C}}{\"o}ltekin
2020-05-01
REPROLANG 2020: Automatic Proficiency Scoring of Czech, English, German, Italian, and Spanish Learner Essays
Andrew CainesPaula Buttery
2020-05-01
Urdu Pitch Accents and Intonation Patterns in Spontaneous Conversational Speech
Luca RognoniJudith BishopMiriam CorrisFernJessica oRosanna Smith
2020-05-01
A Matter of Framing: The Impact of Linguistic Formalism on Probing Results
Ilia KuznetsovIryna Gurevych
2020-04-30
A Systematic Approach to Featurization for Cancer Drug Sensitivity Predictions with Deep Learning
| Austin ClydeTom BrettinAlexander PartinMaulik ShaulikHyunseung YooYvonne EvrardYitan ZhuFangfang XiaRick Stevens
2020-04-30
Towards Faster Reasoners By Using Transparent Huge Pages
Johannes K. FichteNorbert MantheyJulian StecklinaAndré Schidler
2020-04-29
Showing Your Work Doesn't Always Work
| Raphael TangJaejun LeeJi XinXinyu LiuYaoliang YuJimmy Lin
2020-04-28
Maximum Entropy Multi-Task Inverse RL
Saurabh AroraBikramjit BanerjeePrashant Doshi
2020-04-27
Facial Electromyography-based Adaptive Virtual Reality Gaming for Cognitive Training
Lorcan ReidyDennis ChanCharles NdukaHatice Gunes
2020-04-27
All you need is a second look: Towards Tighter Arbitrary shape text detection
Meng CaoYuexian Zou
2020-04-26
Masking as an Efficient Alternative to Finetuning for Pretrained Language Models
Mengjie ZhaoTao LinMartin JaggiHinrich Schütze
2020-04-26
Probabilistically Masked Language Model Capable of Autoregressive Generation in Arbitrary Word Order
Yi LiaoXin JiangQun Liu
2020-04-24
Optimal Any-Angle Pathfinding on a Sphere
Volodymyr RospotniukRupert Small
2020-04-24
Coupled intrinsic and extrinsic human language resource-based query expansion
Bhawani SelvaretnamMohammed Belkhatir
2020-04-23
SimUSR: A Simple but Strong Baseline for Unsupervised Image Super-resolution
Namhyuk AhnJaejun YooKyung-Ah Sohn
2020-04-23
Airborne LiDAR Point Cloud Classification with Graph Attention Convolution Neural Network
Congcong WenXiang LiXiaojing YaoLing PengTianhe Chi
2020-04-20
Deep Learning for One-dimensional Consolidation
Yared W. Bekele
2020-04-20
Model-Predictive Control via Cross-Entropy and Gradient-Based Optimization
| Homanga BharadhwajKevin XieFlorian Shkurti
2020-04-19
Kernels for time series with irregularly-spaced multivariate observations
Ahmed GuecioueurFranz J. Király
2020-04-18
Reinforcement Meta-Learning for Interception of Maneuvering Exoatmospheric Targets with Parasitic Attitude Loop
| Brian GaudetRoberto FurfaroRichard LinaresAndrea Scorsoglio
2020-04-18
Counterexamples to the Low-Degree Conjecture
Justin HolmgrenAlexander S. Wein
2020-04-17
EGFC: Evolving Gaussian Fuzzy Classifier from Never-Ending Semi-Supervised Data Streams -- With Application to Power Quality Disturbance Detection and Classification
Daniel LeiteLeticia DeckerMarcio SantanaPaulo Souza
2020-04-17
Top-Down Networks: A coarse-to-fine reimagination of CNNs
| Ioannis LelekasNergis TomenSilvia L. PinteaJan C. van Gemert
2020-04-16
Leveraging Planar Regularities for Point Line Visual-Inertial Odometry
Xin LiYijia HeJinlong LinXiao Liu
2020-04-16
Framing COVID-19: How we conceptualize and discuss the pandemic on Twitter
Philipp WickeMarianna M. Bolognesi
2020-04-15
On Dissipative Symplectic Integration with Applications to Gradient-Based Optimization
Guilherme FrançaMichael I. JordanRené Vidal
2020-04-15
Rapid Damage Assessment Using Social Media Images by Combining Human and Machine Intelligence
Muhammad ImranFiroj AlamUmair QaziSteve PetersonFerda Ofli
2020-04-14
Footprints and Free Space from a Single Color Image
| Jamie WatsonMichael FirmanAron MonszpartGabriel J. Brostow
2020-04-14
Bounding boxes for weakly supervised segmentation: Global constraints get close to full supervision
| Hoel KervadecJose DolzShanshan WangEric GrangerIsmail Ben Ayed
2020-04-14
Line Art Correlation Matching Network for Automatic Animation Colorization
Zhang QianWang BoWen WeiLi HaiLiu Jun Hui
2020-04-14
Foreground modelling via Gaussian process regression: an application to HERA data
Abhik GhoshFlorent MertensGianni BernardiMário G. SantosNicholas S. KernChristopher L. CarilliTrienko L. GroblerLéon V. E. KoopmansDaniel C. JacobsAdrian LiuAaron R. ParsonsMiguel F. MoralesJames E. AguirreJoshua S. DillonBryna J. HazeltonOleg M. SmirnovBharat K. GehlotSiyanda MatikaPaul AlexanderZaki S. AliAdam P. BeardsleyRoshan K. BenefoTashalee S. BillingsJudd D. BowmanRichard F. BradleyCarina ChengPaul M. ChichuraDavid R. DeBoerEloy de Lera AcedoAaron Ewall-WiceGcobisa FadanaNicolas FagnoniAustin F. FortinoRandall FritzSteve R. FurlanettoSamavarti GallardoBrian GlendenningDeepthi GorthiBradley GreigJasper GrobbelaarJack HickishAlec JosaitisAustin JuliusAmy S. IgarashiMacCalvin KarisebSaul A. KohnMatthew KolopanisTelalo LekalakeAnita LootsDavid MacMahonLourence MalanCresshim MalgasMatthys MareeZachary E. MartinotNathan MathisonEunice MatsetelaAndrei MesingerAbraham R. NebenBojan NikolicChuneeta D. NunhokeeNipanjana PatraSamantha PieterseNima Razavi-GhodsJon RinguetteJames RobnettKathryn RosieRaddwine SellCraig SmithAngelo SyceMax TegmarkNithyanandan ThyagarajanPeter K. G. WilliamsHaoxuan Zheng
2020-04-13
Robust Line Segments Matching via Graph Convolution Networks
| QuanMeng MaGuang JiangDianZhi Lai
2020-04-10
Learning 3D Semantic Scene Graphs from 3D Indoor Reconstructions
Johanna WaldHelisa DhamoNassir NavabFederico Tombari
2020-04-08
Dependency-Based Neural Representations for Classifying Lines of Programs
Shashank SrikantNicolas LesimpleUna-May O'Reilly
2020-04-08
A Norm Emergence Framework for Normative MAS -- Position Paper
Andreasa Morris-MartinMarina De VosJulian Padget
2020-04-06
The Role of Pragmatic and Discourse Context in Determining Argument Impact
Esin DurmusFaisal LadhakClaire Cardie
2020-04-06
Discovering associations in COVID-19 related research papers
Iztok Fister Jr.Karin FisterIztok Fister
2020-04-06
Multi-Variate Temporal GAN for Large Scale Video Generation
Andres MuñozMohammadreza ZolfaghariMax ArgusThomas Brox
2020-04-04
Retinopathy of Prematurity Stage Diagnosis Using Object Segmentation and Convolutional Neural Networks
Alexander DingQilei ChenYu CaoBenyuan Liu
2020-04-03
Gradient Centralization: A New Optimization Technique for Deep Neural Networks
| Hongwei YongJianqiang HuangXiansheng HuaLei Zhang
2020-04-03
Identification Methods With Arbitrary Interventional Distributions as Inputs
Jaron J. R. LeeIlya Shpitser
2020-04-02
Predicting the outputs of finite networks trained with noisy gradients
Gadi NavehOded Ben-DavidHaim SompolinskyZohar Ringel
2020-04-02
Monocular Camera Localization in Prior LiDAR Maps with 2D-3D Line Correspondences
Huai YuWeikun ZhenWen YangJi ZhangSebastian Scherer
2020-04-01
SPARE3D: A Dataset for SPAtial REasoning on Three-View Line Drawings
| Wenyu HanSiyuan XiangChenhui LiuRuoyu WangChen Feng
2020-03-31
Recurrent Neural Networks with Longitudinal Pooling and Consistency Regularization
| Jiahong OuyangQingyu ZhaoEdith V SullivanAdolf PfefferbaumSusan F. TapertEhsan AdeliKilian M Pohl
2020-03-31
Machine Learning String Standard Models
Rehan DeenYang-Hui HeSeung-Joo LeeAndre Lukas
2020-03-30
Architecture Disentanglement for Deep Neural Networks
Jie HuRongrong JiQixiang YeTong TongShengChuan ZhangKe LiFeiyue HuangLing Shao
2020-03-30
A Semi-Dynamic Bus Routing Infrastructure based on MBTA Bus Data
Movses MusaelianAnane BoatengMd Zakirul Alam Bhuiyan
2020-03-29
SPFCN: Select and Prune the Fully Convolutional Networks for Real-time Parking Slot Detection
| Zhuoping YuZhong GaoHansheng ChenYuyao Huang
2020-03-25
Generating Chinese Poetry from Images via Concrete and Abstract Information
Yusen LiuDayiheng LiuJiancheng LvYongsheng Sang
2020-03-24
Deep Line Art Video Colorization with a Few References
Min ShiJia-Qi ZhangShu-Yu ChenLin GaoYu-Kun LaiFang-Lue Zhang
2020-03-24
PhotoWeb redshift: boosting photometric redshift accuracy with large spectroscopic surveys
Marko ShuntovJ. PasquetS. ArnoutsO. IlbertM. TreyerE. BertinS. de la TorreY. DuboisD. FouchezK. KraljicC. LaigleC. PichonD. Vibert
2020-03-24
Neural Contours: Learning to Draw Lines from 3D Shapes
| Difan LiuMohamed NabailAaron HertzmannEvangelos Kalogerakis
2020-03-23
Smarter Parking: Using AI to Identify Parking Inefficiencies in Vancouver
Devon GrahamSatish Kumar SarrafTaylor LundyAli MohammadMehrSara UppalTae Yoon LeeHedayat ZarkoobScott Duke KominersKevin Leyton-Brown
2020-03-21
Palm-GAN: Generating Realistic Palmprint Images Using Total-Variation Regularized GAN
Shervin MinaeeMehdi MinaeiAmirali Abdolrashidi
2020-03-21
Unsupervised text line segmentation
Berat Kurar BarakatAhmad DrobyRym AlasamBoraq MadiIrina RabaevRaed ShammesJihad El-Sana
2020-03-19
Interpretable Deep Recurrent Neural Networks via Unfolding Reweighted $\ell_1$-$\ell_1$ Minimization: Architecture Design and Generalization Analysis
Huynh Van LuongBoris JoukovskyNikos Deligiannis
2020-03-18
Eisen: a python package for solid deep learning
Frank Mancolo
2020-03-18
PO-EMO: Conceptualization, Annotation, and Modeling of Aesthetic Emotions in German and English Poetry
| Thomas HaiderSteffen EgerEvgeny KimRoman KlingerWinfried Menninghaus
2020-03-17
Cooperative Object Detection and Parameter Estimation Using Visible Light Communications
Hamid HosseinianfarMaite Brandt-Pearce
2020-03-17
Probabilistic detection of spectral line components
Vlas SokolovJaime E. PinedaJohannes BuchnerPaola Caselli
2020-03-17
Time series and machine learning to forecast the water quality from satellite data
Maryam R. Al ShehhiAbdullah Kaya
2020-03-16
Identification of AC Networks via Online Learning
Emanuele FabbianiPulkit NahataGiuseppe De NicolaoGiancarlo Ferrari-Trecate
2020-03-13
Agile Earth observation satellite scheduling over 20 years: formulations, methods and future directions
Xinwei WangGuohua WuLining XingWitold Pedrycz
2020-03-13
AutoGluon-Tabular: Robust and Accurate AutoML for Structured Data
| Nick EricksonJonas MuellerAlexander ShirkovHang ZhangPedro LarroyMu LiAlexander Smola
2020-03-13
Towards a Resilient Machine Learning Classifier -- a Case Study of Ransomware Detection
Chih-Yuan YangRavi Sahita
2020-03-13
SeqXY2SeqZ: Structure Learning for 3D Shapes by Sequentially Predicting 1D Occupancy Segments From 2D Coordinates
Zhizhong HanGuanhui QiaoYu-Shen LiuMatthias Zwicker
2020-03-12
TF-IDFC-RF: A Novel Supervised Term Weighting Scheme
Flavio CarvalhoGustavo Paiva Guedes
2020-03-12
Gaussian Graphical Model exploration and selection in high dimension low sample size setting
Thomas LartigueSimona BottaniStephanie BaronOlivier ColliotStanley DurrlemanStéphanie Allassonnière
2020-03-11
A Mean-field Analysis of Deep ResNet and Beyond: Towards Provable Optimization Via Overparameterization From Depth
Yiping LuChao MaYulong LuJianfeng LuLexing Ying
2020-03-11
Deep Vectorization of Technical Drawings
Vage EgiazarianOleg VoynovAlexey ArtemovDenis VolkhonskiyAleksandr SafinMaria TaktashevaDenis ZorinEvgeny Burnaev
2020-03-11
Explore and Exploit with Heterotic Line Bundle Models
| Magdalena LarforsRobin Schneider
2020-03-10
Deep Hough Transform for Semantic Line Detection
| Kai ZhaoQi HanJun XuMing-Ming Cheng
2020-03-10
Incremental Few-Shot Object Detection
Juan-Manuel Perez-RuaXiatian ZhuTimothy HospedalesTao Xiang
2020-03-10
PL${}_{1}$P -- Point-line Minimal Problems under Partial Visibility in Three Views
Timothy DuffKathlén KohnAnton LeykinTomas Pajdla
2020-03-10
A Survey of Adversarial Learning on Graphs
| Liang ChenJintang LiJiaying PengTao XieZengxu CaoKun XuXiangnan HeZibin Zheng
2020-03-10
FedLoc: Federated Learning Framework for Data-Driven Cooperative Localization and Location Data Processing
Feng YinZhidi LinYue XuQinglei KongDeshi LiSergios TheodoridisShuguangCui
2020-03-08
Smart Train Operation Algorithms based on Expert Knowledge and Reinforcement Learning
Rui ZhouShiji SongAnke XueKeyou YouHu Wu
2020-03-06
Learning the Designer's Preferences to Drive Evolution
Alberto AlvarezJose Font
2020-03-06
Spherical Principal Curves
Jang-Hyun KimJongmin LeeHee-Seok Oh
2020-03-05
ViCE: Visual Counterfactual Explanations for Machine Learning Models
Oscar GomezSteffen HolterJun YuanEnrico Bertini
2020-03-05
Holistically-Attracted Wireframe Parsing
| Nan XueTianfu WuSong BaiFu-Dong WangGui-Song XiaLiangpei ZhangPhilip H. S. Torr
2020-03-03
Learning-Based Link Scheduling in Millimeter-wave Multi-connectivity Scenarios
Cristian TatinoNikolaos PappasIlaria MalanchiniLutz EweDi Yuan
2020-03-02
Learning Scalable Multi-Agent Coordination by Spatial Differential for Traffic Signal Control
Junjia LiuHuimin ZhangZhuang FuYao Wang
2020-02-27
TGGLines: A Robust Topological Graph Guided Line Segment Detector for Low Quality Binary Images
Ming GongLiping YangCatherine PottsVijayan K. AsariDiane OyenBrendt Wohlberg
2020-02-27
Learning to Shadow Hand-drawn Sketches
| Qingyuan ZhengZhuoru LiAdam Bargteil
2020-02-26
Statistical Adaptive Stochastic Gradient Methods
Pengchuan ZhangHunter LangQiang LiuLin Xiao
2020-02-25
Resources for Turkish Dependency Parsing: Introducing the BOUN Treebank and the BoAT Annotation Tool
| Utku TürkFurkan AtmacaŞaziye Betül ÖzateşGözde BerkSeyyit Talha BedirAbdullatif KöksalBalkız Öztürk BaşaranTunga GüngörArzucan Özgür
2020-02-24
Closing the convergence gap of SGD without replacement
Shashank RajputAnant GuptaDimitris Papailiopoulos
2020-02-24
Investigating the interaction between gradient-only line searches and different activation functions
D. KafkaDaniel. N. Wilke
2020-02-23
Differential Dynamic Programming Neural Optimizer
Guan-Horng LiuTianrong ChenEvangelos A. Theodorou
2020-02-20
Do We Need Zero Training Loss After Achieving Zero Training Error?
| Takashi IshidaIkko YamaneTomoya SakaiGang NiuMasashi Sugiyama
2020-02-20
Uncovering Coresets for Classification With Multi-Objective Evolutionary Algorithms
Pietro BarbieroGiovanni SquilleroAlberto Tonda
2020-02-20
Kernel and Rich Regimes in Overparametrized Models
Blake WoodworthSuriya GunasekarJason D. LeeEdward MoroshkoPedro SavareseItay GolanDaniel SoudryNathan Srebro
2020-02-20
Semantic Web Environments for Multi-Agent Systems: Enabling agents to use Web of Things via semantic web
Alaa Daoud
2020-02-20
Learning Parities with Neural Networks
Amit DanielyEran Malach
2020-02-18
Symbolic Network: Generalized Neural Policies for Relational MDPs
Sankalp GargAniket BajpaiMausam
2020-02-18
Reliable Photometric Membership (RPM) of Galaxies in Clusters. I. A Machine Learning Method and its Performance in the Local Universe
P. A. A. LopesA. L. B. Ribeiro
2020-02-17
MNELLS: The MUSE Nearby Early-Type Galaxy Lens Locator Survey
William P. CollierRussell J. SmithJohn R. Lucey
2020-02-17
Key Points Estimation and Point Instance Segmentation Approach for Lane Detection
| Yeongmin KoYunkwan LeeShoaib AzamFarzeen MunirMoongu JeonWitold Pedrycz
2020-02-16
Text-based Question Answering from Information Retrieval and Deep Neural Network Perspectives: A Survey
Zahra AbbasiantaebSaeedeh Momtazi
2020-02-16
Why Do Line Drawings Work? A Realism Hypothesis
Aaron Hertzmann
2020-02-14
Top-k Training of GANs: Improving GAN Performance by Throwing Away Bad Samples
Samarth SinhaZhengli ZhaoAnirudh GoyalColin RaffelAugustus Odena
2020-02-14
x-vectors meet emotions: A study on dependencies between emotion and speaker recognition
Raghavendra PappagariTianzi WangJesus VillalbaNanxin ChenNajim Dehak
2020-02-12
Computing the racing line using Bayesian optimization
Achin JainManfred Morari
2020-02-12
Taurus: An Intelligent Data Plane
Tushar SwamyAlexander RuckerMuhammad ShahbazKunle Olukotun
2020-02-12
Robustness of Bayesian Neural Networks to Gradient-Based Attacks
Ginevra CarboneMatthew WickerLuca LaurentiAndrea PataneLuca BortolussiGuido Sanguinetti
2020-02-11
Mean-Field Analysis of Two-Layer Neural Networks: Non-Asymptotic Rates and Generalization Bounds
Zixiang ChenYuan CaoQuanquan GuTong Zhang
2020-02-10
Provable Self-Play Algorithms for Competitive Reinforcement Learning
Yu BaiChi Jin
2020-02-10
Finding manoeuvre motifs in vehicle telematics
Maria Inês SilvaRoberto Henriques
2020-02-10
Line Hypergraph Convolution Network: Applying Graph Convolution for Hypergraphs
Sambaran BandyopadhyayKishalay DasM. Narasimha Murty
2020-02-09
Dynamic Multi-objective Optimization of the Travelling Thief Problem
Daniel HerringMichael KirleyXin Yao
2020-02-07
Vehicle Ego-Lane Estimation with Sensor Failure Modeling
Augusto Luis BallardiniDaniele CattaneoRubén IzquierdoIgnacio Parra AlonsoAndrea PiazzoniMiguel Ángel SoteloDomenico Giorgio Sorrenti
2020-02-05
Fast and Robust Comparison of Probability Measures in Heterogeneous Spaces
Ryoma SatoMarco CuturiMakoto YamadaHisashi Kashima
2020-02-05
Determination of the relative inclination and the viewing angle of an interacting pair of galaxies using convolutional neural networks
Prem PrakashArunima BanerjeePavan Kumar Perepu
2020-02-04
Four Principles of Explainable AI as Applied to Biometrics and Facial Forensic Algorithms
P. Jonathon PhillipsMark Przybocki
2020-02-03
Project CLAI: Instrumenting the Command Line as a New Environment for AI Agents
Mayank AgarwalJorge J. BarrosoTathagata ChakrabortiEli M. DowKshitij FadnisBorja GodoyMadhavan PallanKartik Talamadupula
2020-01-31
Are Pre-trained Language Models Aware of Phrases? Simple but Strong Baselines for Grammar Induction
| Taeuk KimJihun ChoiDaniel EdmistonSang-goo Lee
2020-01-30
Deep Non-Line-of-Sight Reconstruction
Javier Grau ChopiteMatthias B. HullinMichael WandJulian Iseringhausen
2020-01-24
GL2vec: Graph Embedding Enriched by Line Graphs with Edge Features
| Hong ChenHisashi Koga
2020-01-23
DCT-Conv: Coding filters in convolutional networks with Discrete Cosine Transform
Karol ChęcińskiPaweł Wawrzyński
2020-01-23
Autonomous Control of a Line Follower Robot Using a Q-Learning Controller
Sepehr SaadatmandSima AziziMohammadamir KavousiDonald Wunsch
2020-01-23
A Probabilistic Framework for Imitating Human Race Driver Behavior
Stefan LöckelJan PetersPeter van Vliet
2020-01-22
SketchDesc: Learning Local Sketch Descriptors for Multi-view Correspondence
Deng YuLei LiYouyi ZhengManfred LauYi-Zhe SongChiew-Lan TaiHongbo Fu
2020-01-16
Indoor Layout Estimation by 2D LiDAR and Camera Fusion
Jieyu LiRobert L Stevenson
2020-01-15
Resolving learning rates adaptively by locating Stochastic Non-Negative Associated Gradient Projection Points using line searches
Dominic KafkaDaniel N. Wilke
2020-01-15
Qwind code release. A non-hydrodynamical approach to modelling line-driven winds in active galactic nuclei
Arnau Quera-BofarullChris DoneCedric LaceyJonathan C. McDowellGuido RisalitiMartin Elvis
2020-01-14
Deep Interactive Reinforcement Learning for Path Following of Autonomous Underwater Vehicle
Qilei ZhangJinying LinQixin ShaBo HeGuangliang Li
2020-01-10
Stratified disc wind models for the AGN broad-line region: ultraviolet, optical and X-ray properties
James H. MatthewsChristian KniggeNick HigginbottomKnox S. LongStuart A. SimSamuel W. ManghamEdward J. ParkinsonHenrietta A. Hewitt
2020-01-10
Camera-Based Adaptive Trajectory Guidance via Neural Networks
Aditya RajguruChristopher CollanderWilliam J. Beksi
2020-01-09
FASTER: Fast and Safe Trajectory Planner for Flights in Unknown Environments
Jesus TordesillasBrett T. LopezMichael EverettJonathan P. How
2020-01-09
Self learning robot using real-time neural networks
Chirag GuptaChikita NangiaChetan Kumar
2020-01-06
MCMLSD: A Probabilistic Algorithm and Evaluation Framework for Line Segment Detection
James H. ElderEmilio J. AlmazànYiming QianRon Tal
2020-01-06
Making Sense of Reinforcement Learning and Probabilistic Inference
Brendan O'DonoghueIan OsbandCatalin Ionescu
2020-01-03
A Multi-oriented Chinese Keyword Spotter Guided by Text Line Detection
Pei XuShan HuangHongzhen WangHao SongShen HuangQi Ju
2020-01-03
Accelerating Smooth Games by Manipulating Spectral Shapes
Waïss AzizianDamien ScieurIoannis MitliagkasSimon Lacoste-JulienGauthier Gidel
2020-01-02
Analytical Moment Regularizer for Training Robust Networks
Modar AlfadlyAdel BibiMuhammed KocabasBernard Ghanem
2020-01-01
OTEANN: Estimating the Transparency of Orthographies with an Artificial Neural Network
| Xavier Marjou
2019-12-31
Interpreting LSTM Prediction on Solar Flare Eruption with Time-series Clustering
Hu SunWard ManchesterZhenbang JiaoXiantong WangYang Chen
2019-12-27
Grid-less Variational Direction of Arrival Estimation in Heteroscedastic Noise Environment
Qi ZhangJiang ZhuYuantao GuZhiwei Xu
2019-12-26
A Drug Recommendation System (Dr.S) for cancer cell lines
Marleen BalvertGeorgios PatoulidisAndrew PattiTimo M. DeistChristine EylerBas E. DutilhAlexander SchönhuthDavid Craft
2019-12-24
Learn-able parameter guided Activation Functions
S. BalajiT. KavyaNatasha Sebastian
2019-12-23
Oriented Objects as pairs of Middle Lines
Haoran WeiYue ZhangZhonghan ChangHao LiHongqi WangXian Sun
2019-12-23
Non-linear and Selective Fusion of Cross-Modal Images
Aiqing FangXinbo ZhaoJiaqi YangYanning Zhang
2019-12-23
Image Outpainting and Harmonization using Generative Adversarial Networks
| Basile Van Hoorick
2019-12-23
Robust Pose Invariant Shape and Texture based Hand Recognition
F. SohelA. El-SallamM. Bennamoun
2019-12-22
ICDAR 2019 Robust Reading Challenge on Reading Chinese Text on Signboard
Xi LiuRui ZhangYongsheng ZhouQianyi JiangQi SongNan LiKai ZhouLei WangDong WangMinghui LiaoMingkun YangXiang BaiBaoguang ShiDimosthenis KaratzasShijian LuC. V. Jawahar
2019-12-20
LSTM-TDNN with convolutional front-end for Dialect Identification in the 2019 Multi-Genre Broadcast Challenge
Xiaoxiao MiaoIan McLoughlin
2019-12-19
Line Drawings of Natural Scenes Guide Visual Attention
Kai-Fu YangWen-Wen JiangTeng-Fei ZhanYong-Jie Li
2019-12-19
LS-Net: Fast Single-Shot Line-Segment Detector
Van Nhan NguyenRobert JenssenDavide Roverso
2019-12-19
Learning Regional Attraction for Line Segment Detection
Nan XueSong BaiFu-Dong WangGui-Song XiaTianfu WuLiangpei ZhangPhilip H. S. Torr
2019-12-18
Magritte, a modern software library for 3D radiative transfer: I. Non-LTE atomic and molecular line modelling
Frederik De CeusterWard HomanJeremy YatesLeen DecinPeter BoyleJames Hetherington
2019-12-18
Statistical significance in high-dimensional linear mixed models
Lina LinMathias DrtonAli Shojaie
2019-12-16
More Data Can Hurt for Linear Regression: Sample-wise Double Descent
Preetum Nakkiran
2019-12-16
On the Explanation of Machine Learning Predictions in Clinical Gait Analysis
| Djordje SlijepcevicFabian HorstSebastian LapuschkinAnna-Maria RabergerMatthias ZeppelzauerWojciech SamekChristian BreitenederWolfgang I. SchöllhornBrian Horsak
2019-12-16
Sim2Real Predictivity: Does Evaluation in Simulation Predict Real-World Performance?
| Abhishek KadianJoanne TruongAaron GokaslanAlexander CleggErik WijmansStefan LeeManolis SavvaSonia ChernovaDhruv Batra
2019-12-13
Beyond Node Embedding: A Direct Unsupervised Edge Representation Framework for Homogeneous Networks
Sambaran BandyopadhyayAnirban BiswasM. N. MurtyRamasuri Narayanam
2019-12-11
RoboCoDraw: Robotic Avatar Drawing with GAN-based Style Transfer and Time-efficient Path Optimization
Tianying WangWei Qi TohHao ZhangXiuchao SuiShaohua LiYong LiuWei Jing
2019-12-11
REFINED (REpresentation of Features as Images with NEighborhood Dependencies): A novel feature representation for Convolutional Neural Networks
Omid BazgirRuibo ZhangSaugato Rahman DhrubaRaziur RahmanSouparno GhoshRanadip Pal
2019-12-11
Kernel Transform Learning
Jyoti MagguAngshul Majumdar
2019-12-11
Fuzzy Rule Interpolation Toolbox for the GNU Open-Source OCTAVE
Maen AlzubiMohammad AlmseidinMohd Aaqib LoneSzilveszter Kovacs
2019-12-10
Unsupervised Feature Selection based on Adaptive Similarity Learning and Subspace Clustering
Mohsen Ghassemi ParsaHadi ZareMehdi Ghatee
2019-12-10
The Unfairness of Popularity Bias in Music Recommendation: A Reproducibility Study
| Dominik KowaldMarkus SchedlElisabeth Lex
2019-12-10
Detecting Cyberattacks in Industrial Control Systems Using Online Learning Algorithms
Guangxia LiaYulong ShenaPeilin ZhaobXiao LuJia LiuYangyang LiuSteven C. H. Hoi
2019-12-08
Topological band structure transitions in honeycomb antimonene as function of buckling
Santosh Kumar RadhaWalter R. L. Lambrecht
2019-12-08
TypeWriter: Neural Type Prediction with Search-based Validation
Michael PradelGeorgios GousiosJason LiuSatish Chandra
2019-12-08
Tools for Mathematical Ludology
Paul RigginsDavid McPherson
2019-12-06
A priori generalization error for two-layer ReLU neural network through minimum norm solution
Zhi-Qin John XuJiwei ZhangYaoyu ZhangChengchao Zhao
2019-12-06
A Simple Dynamization of Trapezoidal Point Location in Planar Subdivisions
Milutin BrankovicNikola GrujicAndré van RenssenMartin P. Seybold
2019-12-06
Fast Projective Image Rectification for Planar Objects with Manhattan Structure
Julia ShemiakinaIvan KonovalenkoDaniil TropinIgor Faradjev
2019-12-04
Conv-MPN: Convolutional Message Passing Neural Network for Structured Outdoor Architecture Reconstruction
| Fuyang ZhangNelson NauataYasutaka Furukawa
2019-12-04
Visual Illusions Also Deceive Convolutional Neural Networks: Analysis and Implications
A. Gomez-VillaA. MartínJ. Vazquez-CorralM. BertalmíoJ. Malo
2019-12-03
DeepLofargram: A Deep Learning based Fluctuating Dim Frequency Line Detection and Recovery
Yina HanYuyan LiQingyu LiuYuanliang Ma
2019-12-02
Automated Dependence Plots
David I. InouyeLiu LeqiJoon Sik KimBryon AragamPradeep Ravikumar
2019-12-02
Thompson Sampling for Multinomial Logit Contextual Bandits
| Min-Hwan OhGarud Iyengar
2019-12-01
Efficient Approximation of Deep ReLU Networks for Functions on Low Dimensional Manifolds
Minshuo ChenHaoming JiangWenjing LiaoTuo Zhao
2019-12-01
Dimensionality reduction: theoretical perspective on practical measures
Yair BartalNova FandinaOfer Neiman
2019-12-01
k-Means Clustering of Lines for Big Data
| Yair MaromDan Feldman
2019-12-01
SketchZooms: Deep multi-view descriptors for matching line drawings
Pablo NavarroJosé Ignacio OrlandoClaudio DelrieuxEmmanuel Iarussi
2019-11-29
Predicting Performance of Software Configurations: There is no Silver Bullet
Alexander GrebhahnNorbert SiegmundSven Apel
2019-11-28
How Much Over-parameterization Is Sufficient to Learn Deep ReLU Networks?
Zixiang ChenYuan CaoDifan ZouQuanquan Gu
2019-11-27
Flatsomatic: A Method for Compression of Somatic Mutation Profiles in Cancer
Geoffroy Dubourg-FelonneauYasmeen KussadDominic KirkhamJohn W CassidyNirmesh PatelHarry W Clifford
2019-11-27
Deep Learning with Gaussian Differential Privacy
| Zhiqi BuJinshuo DongQi LongWeijie J. Su
2019-11-26
FCA2VEC: Embedding Techniques for Formal Concept Analysis
Dominik DürrschnabelTom HanikaMaximilian Stubbemann
2019-11-26
Microscopy Image Restoration with Deep Wiener-Kolmogorov filters
Valeriya ProninaFilippos KokkinosDmitry V. DylovStamatios Lefkimmiatis
2019-11-25
Financial Event Extraction Using Wikipedia-Based Weak Supervision
Liat Ein-DorAriel GeraOrith Toledo-RonenAlon HalfonBenjamin Sznajder
2019-11-25
Corpus Wide Argument Mining -- a Working Solution
Liat Ein-DorEyal ShnarchLena DankinAlon HalfonBenjamin SznajderAriel GeraCarlos AlzateMartin GleizeLeshem ChoshenYufang HouYonatan BiluRanit AharonovNoam Slonim
2019-11-25
One Man's Trash is Another Man's Treasure: Resisting Adversarial Examples by Adversarial Examples
Chang XiaoChangxi Zheng
2019-11-25
Conclusion-Supplement Answer Generation for Non-Factoid Questions
Makoto NakatsujiSohei Okui
2019-11-25
Causally Denoise Word Embeddings Using Half-Sibling Regression
Zekun YangTianlin Liu
2019-11-24
Line-based Camera Pose Estimation in Point Cloud of Structured Environments
Huai YuWeikun ZhenWen YangSebastian Scherer
2019-11-23
DTF: Deep Tensor Factorization for Predicting Anticancer Drug Synergy
Zexuan SunShujun HuangPeiran JiangPingzhao Hu
2019-11-23
DBSN: Measuring Uncertainty through Bayesian Learning of Deep Neural Network Structures
| Zhijie DengYucen LuoJun ZhuBo Zhang
2019-11-22
A Cryptoeconomic Traffic Analysis of Bitcoins Lightning Network
Ferenc BeresIstvan Andras SeresAndras A. Benczur
2019-11-21
Fast Non-Parametric Learning to Accelerate Mixed-Integer Programming for Online Hybrid Model Predictive Control
Jia-Jie ZhuGeorg Martius
2019-11-20
Unsupervised Natural Question Answering with a Small Model
Martin AndrewsSam Witteveen
2019-11-19
Adaptive Gradient Descent for Convex and Non-Convex Stochastic Optimization
Aleksandr OgaltsovDarina DvinskikhPavel DvurechenskyAlexander GasnikovVladimir Spokoiny
2019-11-19
SySCD: A System-Aware Parallel Coordinate Descent Algorithm
Nikolas IoannouCelestine Mendler-DünnerThomas Parnell
2019-11-18
Comments on the Du-Kakade-Wang-Yang Lower Bounds
Benjamin Van RoyShi Dong
2019-11-18
Parametric Graph-based Separable Transforms for Video Coding
Hilmi E. EgilmezOguzhan TekeAmir SaidVadim SereginMarta Karczewicz
2019-11-16
N-HANS: Introducing the Augsburg Neuro-Holistic Audio-eNhancement System
Shuo LiuGil KerenBjörn Schuller
2019-11-16
Towards Design Methodology of Efficient Fast Algorithms for Accelerating Generative Adversarial Networks on FPGAs
Jung-Woo ChangSaehyun AhnKeon-Woo KangSuk-Ju Kang
2019-11-15
Election Manipulation on Social Networks: Seeding, Edge Removal, Edge Addition
Matteo CastiglioniNicola GattiGiulia LandrianiDiodato Ferraioli
2019-11-14
Attention on Abstract Visual Reasoning
Lukas HahneTimo LüddeckeFlorentin WörgötterDavid Kappel
2019-11-14
The Eighth Dialog System Technology Challenge
Seokhwan KimMichel GalleyChulaka GunasekaraSungjin LeeAdam AtkinsonBaolin PengHannes SchulzJianfeng GaoJinchao LiMahmoud AdadaMinlie HuangLuis LastrasJonathan K. KummerfeldWalter S. LaseckiChiori HoriAnoop CherianTim K. MarksAbhinav RastogiXiaoxue ZangSrinivas SunkaraRaghav Gupta
2019-11-14
DeVLearn: A Deep Visual Learning Framework for Localizing Temporary Faults in Power Systems
Shuchismita BiswasRounak MeyurVirgilio Centeno
2019-11-09
Can Neural Networks Learn Symbolic Rewriting?
Bartosz PiotrowskiJosef UrbanChad E. BrownCezary Kaliszyk
2019-11-07
Stabilizing Variable Selection and Regression
Niklas PfisterEvan G. WilliamsJonas PetersRuedi AebersoldPeter Bühlmann
2019-11-05
Minimal Solvers for Rectifying from Radially-Distorted Conjugate Translations
James PrittsZuzana KukelovaViktor LarssonYaroslava LochmanOndřej Chum
2019-11-04
Unimodal-uniform Constrained Wasserstein Training for Medical Diagnosis
Xiaofeng LiuXu HanYukai QiaoYi GeLu Jun
2019-11-03
A Dynamic Trajectory Fit to Multi-Sensor Fireball Observations
Trent Jansen-SturgeonEleanor K. SansomHadrien A. R. DevillepoixPhilip A. BlandMartin C. TownerRobert M. HowieBenjamin A. D. Hartig
2019-11-03
Latent semantic network induction in the context of linked example senses
Hunter HeidenreichJake Williams
2019-11-01
Inject Rubrics into Short Answer Grading System
Tianqi WangNaoya InoueHiroki OuchiTomoya MizumotoKentaro Inui
2019-11-01
Controlling Sequence-to-Sequence Models - A Demonstration on Neural-based Acrostic Generator
Liang-Hsin ShenPei-Lun TaiChao-Chung WuShou-De Lin
2019-11-01
Surface Reconstruction from 3D Line Segments
Pierre-Alain LangloisAlexandre BoulchRenaud Marlet
2019-11-01
Review: Ordinary Differential Equations For Deep Learning
Xinshi Chen
2019-11-01
Fill in the Blanks: Imputing Missing Sentences for Larger-Context Neural Machine Translation
Sébastien JeanAnkur BapnaOrhan Firat
2019-10-30
Resolution-independent meshes of super pixels
Vitaliy KurlinPhilip Smith
2019-10-29
Spatial Information Inference Net: Road Extraction Using Road-Specific Contextual Information
| Chao TaoJi QiYansheng LiHao WangHaifeng Li
2019-10-28
Secure Evaluation of Quantized Neural Networks
Anders DalskovDaniel EscuderoMarcel Keller
2019-10-28
Exploiting GAN Internal Capacity for High-Quality Reconstruction of Natural Images
| Marcos PividoriGuillermo L. GrinblatLucas C. Uzal
2019-10-26
Fast and Precise Light Curve Model for Transiting Exoplanets with Rings
Edan ReinAviv Ofir
2019-10-26
JRDB: A Dataset and Benchmark for Visual Perception for Navigation in Human Environments
Roberto Martín-MartínHamid RezatofighiAbhijeet ShenoiMihir PatelJunYoung GwakNathan DassAlan FedermanPatrick GoebelSilvio Savarese
2019-10-25
Strategic Classification is Causal Modeling in Disguise
John MillerSmitha MilliMoritz Hardt
2019-10-23
Adaptive Gradient Descent without Descent
| Yura MalitskyKonstantin Mishchenko
2019-10-21
Aleatoric and Epistemic Uncertainty in Machine Learning: An Introduction to Concepts and Methods
Eyke HüllermeierWillem Waegeman
2019-10-21
History-Gradient Aided Batch Size Adaptation for Variance Reduced Algorithms
Kaiyi JiZhe WangBowen WengYi ZhouWei ZhangYingbin Liang
2019-10-21
On Automating Conversations
Ting-Hao 'Kenneth' Huang
2019-10-21
Supporting Multi-point Fan Design with Dimension Reduction
| Pranay SeshadriShaowu YuchiShahrokh ShahparGeoffrey Parks
2019-10-20
LinesToFacePhoto: Face Photo Generation from Lines with Conditional Self-Attention Generative Adversarial Network
Yuhang LiXuejin ChenFeng WuZheng-Jun Zha
2019-10-20
Can I teach a robot to replicate a line art
Raghav Brahmadesam VenkataramaiyerSubham KumarVinay P. Namboodiri
2019-10-17
Tutorial on NLP-Inspired Network Embedding
Boaz Shmueli
2019-10-16
An Efficient Tensor Completion Method via New Latent Nuclear Norm
Jinshi YuWeijun SunYuning QiuShengli Xie
2019-10-14
Contour Sparse Representation with SDD Features for Object Recognition
Zhenzhou Wang
2019-10-13
Modelling Resistive and Phase Change Memory with Passive Selector Arrays -- A Matlab Tool
Yasir J NooriC Hde Groot
2019-10-13
Multi-objective Evolutionary Algorithms are Still Good: Maximizing Monotone Approximately Submodular Minus Modular Functions
| Chao Qian
2019-10-12
Time representation in neural network models trained to perform interval timing tasks
Zedong BiChangsong Zhou
2019-10-12
Improving Gradient Estimation in Evolutionary Strategies With Past Descent Directions
Florian MeierAsier MujikaMarcelo Matheus GauyAngelika Steger
2019-10-11
General Proximal Incremental Aggregated Gradient Algorithms: Better and Novel Results under General Scheme
Tao SunYuejiao SunDongsheng LiQing Liao
2019-10-11
Nearly Minimal Over-Parametrization of Shallow Neural Networks
Armin EftekhariChaeHwan SongVolkan Cevher
2019-10-09
Scalable Nearest Neighbor Search for Optimal Transport
Arturs BackursYihe DongPiotr IndykIlya RazenshteynTal Wagner
2019-10-09
Accurate and Fast Retrieval for Complex Non-metric Data via Neighborhood Graphs
Leonid BoytsovEric Nyberg
2019-10-08
Inferring Dynamical Systems with Long-Range Dependencies through Line Attractor Regularization
Dominik SchmidtGeorgia KoppeMax BeutelspacherDaniel Durstewitz
2019-10-08
Credible Sample Elicitation
Yang LiuZuyue FuZhuoran YangZhaoran Wang
2019-10-08
Bregman Proximal Framework for Deep Linear Neural Networks
Mahesh Chandra MukkamalaFelix WesterkampEmanuel LaudeDaniel CremersPeter Ochs
2019-10-08
Manufacturing Dispatching using Reinforcement and Transfer Learning
Shuai ZhengChetan GuptaSusumu Serita
2019-10-04
Developmentally motivated emergence of compositional communication via template transfer
Tomasz KorbakJulian ZubekŁukasz KucińskiPiotr MiłośJoanna Rączaszek-Leonardi
2019-10-04
Identifying Nuances in Fake News vs. Satire: Using Semantic and Linguistic Cues
| Or LeviPedram HosseiniMona DiabDavid A. Broniatowski
2019-10-02
ROMark: A Robust Watermarking System Using Adversarial Training
Bingyang WenSergul Aydore
2019-10-02
Conjure Documentation, Release 2.3.0
Özgür Akgün
2019-10-01
Estimating the Fundamental Matrix Without Point Correspondences With Application to Transmission Imaging
Tobias Wurfl Andre Aichert Nicole Maass Frank Dennerlein Andreas Maier
2019-10-01
Elaborate Monocular Point and Line SLAM With Robust Initialization
Sang Jun Lee Sung Soo Hwang
2019-10-01
Seeing Motion in the Dark
| Chen Chen Qifeng Chen Minh N. Do Vladlen Koltun
2019-10-01
Custom Extended Sobel Filters
Victor BogdanCosmin BonchişCiprian Orhei
2019-09-30
Library network, a possible path to explainable neural networks
Jung Hoon Lee
2019-09-29
Learning Efficient Convolutional Networks through Irregular Convolutional Kernels
Weiyu GuoJiabin MaLiang WangYongzhen Huang
2019-09-29
Self-Supervised Learning of Depth and Ego-motion with Differentiable Bundle Adjustment
Yunxiao ShiJing ZhuYi FangKuochin LienJunli Gu
2019-09-28
Learning Robust Data Representation: A Knowledge Flow Perspective
Zhengming DingMing ShaoHandong ZhaoSheng Li
2019-09-28
Compressed Sensing Microscopy with Scanning Line Probes
Han-Wen KuoAnna E. DorfiDaniel V. EspositoJohn N. Wright
2019-09-26
FACE: Feasible and Actionable Counterfactual Explanations
Rafael PoyiadziKacper SokolRaul Santos-RodriguezTijl De BiePeter Flach
2019-09-20
Towards Federated Graph Learning for Collaborative Financial Crimes Detection
Toyotaro SuzumuraYi ZhouNatahalie BaracaldoGuangnan YeKeith HouckRyo KawaharaAli AnwarLucia Larise StavaracheYuji WatanabePablo LoyolaDaniel KlyashtornyHeiko LudwigKumar Bhaskaran
2019-09-19
Unsupervised Sketch-to-Photo Synthesis
| Runtao LiuQian YuStella Yu
2019-09-18
TruPercept: Trust Modelling for Autonomous Vehicle Cooperative Perception from Synthetic Data
| Braden HurlRobin CohenKrzysztof CzarneckiSteven Waslander
2019-09-17
Towards Quality Assurance of Software Product Lines with Adversarial Configurations
Paul TempleMathieu AcherGilles PerrouinBattista BiggioJean-marc JezequelFabio Roli
2019-09-16
Prediction Uncertainty Estimation for Hate Speech Classification
Kristian MiokDong Nguyen-DoanBlaž ŠkrljDaniela ZaharieMarko Robnik-Šikonja
2019-09-16
Empirical study towards understanding line search approximations for training neural networks
Younghwan ChaeDaniel N. Wilke
2019-09-15
Learning Rhyming Constraints using Structured Adversaries
Harsh JhamtaniSanket Vaibhav MehtaJaime CarbonellTaylor Berg-Kirkpatrick
2019-09-15
Sem-LSD: A Learning-based Semantic Line Segment Detector
Yi SunXushen HanKai SunBoren LiYongjiang ChenMingyang Li
2019-09-14
Oracle complexity classes and local measurements on physical Hamiltonians
Sevag GharibianStephen PiddockJustin Yirka
2019-09-12
BERTgrid: Contextualized Embedding for 2D Document Representation and Understanding
| Timo I. DenkChristian Reisswig
2019-09-11
Dynamic Fusion: Attentional Language Model for Neural Machine Translation
Michiki KurosawaMamoru Komachi
2019-09-11
The Error-Feedback Framework: Better Rates for SGD with Delayed Gradients and Compressed Communication
Sebastian U. StichSai Praneeth Karimireddy
2019-09-11
Virtual organelle self-coding for fluorescence imaging via adversarial learning
Thanh NguyenVy BuiAnh ThaiVan LamChristopher B. RaubLin-Ching ChangGeorge Nehmetallah
2019-09-10
NormLime: A New Feature Importance Metric for Explaining Deep Neural Networks
Isaac AhernAdam NoackLuis Guzman-NaterasDejing DouBoyang LiJun Huan
2019-09-10
The Longer the Better? The Interplay Between Review Length and Line of Argumentation in Online Consumer Reviews
Bernhard LutzNicolas PröllochsDirk Neumann
2019-09-10
Parameter Tuning for Self-optimizing Software at Scale
Dmytro PukhkaievUwe Aßmann
2019-09-09
Does Order Matter? An Empirical Study on Generating Multiple Keyphrases as a Sequence
| Rui MengXingdi YuanTong WangPeter BrusilovskyAdam TrischlerDaqing He
2019-09-09
A Variational Bayes Approach to Adaptive Radio Tomography
Donghoon LeeGeorgios B. Giannakis
2019-09-05
Deep kernel learning for integral measurements
Carl JidlingJohannes HendriksThomas B. SchönAdrian Wills
2019-09-04
Quasi-Newton Optimization Methods For Deep Learning Applications
Jacob RafatiRoummel F. Marcia
2019-09-04
Generalization in Transfer Learning
Suzan Ece AdaEmre UgurH. Levent Akin
2019-09-03
Demucs: Deep Extractor for Music Sources with extra unlabeled data remixed
| Alexandre DéfossezNicolas UsunierLéon BottouFrancis Bach
2019-09-03
DeepDistance: A Multi-task Deep Regression Model for Cell Detection in Inverted Microscopy Images
Can Fahrettin KoyuncuGozde Nur GunesliRengul Cetin-AtalayCigdem Gunduz-Demir
2019-08-29
Emotion Detection with Neural Personal Discrimination
Xiabing ZhouZhongqing WangShoushan LiGuodong ZhouMin Zhang
2019-08-28
Private Stochastic Convex Optimization with Optimal Rates
Raef BassilyVitaly FeldmanKunal TalwarAbhradeep Thakurta
2019-08-27
SynGAN: Towards Generating Synthetic Network Attacks using GANs
Jeremy CharlierAman SinghGaston OrmazabalRadu StateHenning Schulzrinne
2019-08-26
End-To-End Measure for Text Recognition
Gundram LeifertRoger LabahnTobias GrüningSvenja Leifert
2019-08-26
Using the Prognostic Score to Reduce Heterogeneity in Observational Studies
Rachael C. AikensDylan GreavesMichael Baiocchi
2019-08-24
Enabling hyperparameter optimization in sequential autoencoders for spiking neural data
Mohammad Reza KeshtkaranChethan Pandarinath
2019-08-21
DeepScaffold: a comprehensive tool for scaffold-based de novo drug discovery using deep learning
Yibo LiJianxing HuYanxing WangJielong ZhouLiangren ZhangZhenming Liu
2019-08-20
Directionally Constrained Fully Convolutional Neural Network For Airborne Lidar Point Cloud Classification
Congcong WenLina YangLing PengXiang LiTianhe Chi
2019-08-19
DirectPET: Full Size Neural Network PET Reconstruction from Sinogram Data
William WhiteleyWing K. LukJens Gregor
2019-08-19
Computing Linear Restrictions of Neural Networks
| Matthew SotoudehAditya V. Thakur
2019-08-17
Effect of Activation Functions on the Training of Overparametrized Neural Nets
Abhishek PanigrahiAbhishek ShettyNavin Goyal
2019-08-16
Do Co-purchases Reveal Preferences? Explainable Recommendation with Attribute Networks
Guannan LiuLiang Zhang
2019-08-16
Tag2Pix: Line Art Colorization Using Text Tag With SECat and Changing Loss
| Hyunsu KimHo Young JhooEunhyeok ParkSungjoo Yoo
2019-08-16
Performance Characterization of Canonical Mobility Models in Drone Cellular Networks
Morteza BanagarHarpreet S. Dhillon
2019-08-14
Dynamic Region Division for Adaptive Learning Pedestrian Counting
Gaoqi HeZhenwei MaBinhao HuangBin ShengYubo Yuan
2019-08-12
CensNet: Convolution with Edge-Node Switching in Graph Neural Networks
Xiaodong JiangPengsheng JiSheng Li
2019-08-10
Solar image denoising with convolutional neural networks
C. J. Díaz BasoJ. de la Cruz RodríguezS. Danilovic
2019-08-07
On Convergence of Distributed Approximate Newton Methods: Globalization, Sharper Bounds and Beyond
Xiao-Tong YuanPing Li
2019-08-06
CameraNet: A Two-Stage Framework for Effective Camera ISP Learning
Zhetong LiangJianrui CaiZisheng CaoLei Zhang
2019-08-05
Answering Questions about Data Visualizations using Efficient Bimodal Fusion
Kushal KafleRobik ShresthaBrian PriceScott CohenChristopher Kanan
2019-08-05
Semantic Role Labeling with Associated Memory Network
| Chaoyu GuanYuhao ChengHai Zhao
2019-08-05
Method of Contraction-Expansion (MOCE) for Simultaneous Inference in Linear Models
Fei WangLing ZhouLu TangPeter X. -K. Song
2019-08-04
Semantic Change in the Language of UK Parliamentary Debates
Gavin AbercrombieRiza Batista-Navarro
2019-08-01
L2 Processing Advantages of Multiword Sequences: Evidence from Eye-Tracking
Elma KerzArndt HeilmannStella Neumann
2019-08-01
Featuring the topology with the unsupervised machine learning
Kenji FukushimaShotaro Shiba FunaiHideaki Iida
2019-08-01
Customizing Neural Machine Translation for Subtitling
Evgeny MatusovPatrick WilkenYota Georgakopoulou
2019-08-01
Bridging Commonsense Reasoning and Probabilistic Planning via a Probabilistic Action Language
Yi WangShiqi ZhangJoohyung Lee
2019-07-31
Embedding Human Heuristics in Machine-Learning-Enabled Probe Microscopy
O. GordonF. JunqueiraP. Moriarty
2019-07-31
Don't go chasing artificial waterfalls: Simulating cascading failures in the power grid and the impact of artificial line-limit methods on results
Jonathan BourneAidan O'SullivanElsa Arcaute
2019-07-30
X-LineNet: Detecting Aircraft in Remote Sensing Images by a pair of Intersecting Line Segments
Haoran WeiYue ZhangBing WangYang YangHao LiHongqi Wang
2019-07-29
Automatic Text Line Segmentation Directly in JPEG Compressed Document Images
Bulla RajeshMohammed JavedP Nagabhushan
2019-07-29
An Experiment on Measurement of Pavement Roughness via Android-Based Smartphones
Piyasak ThiandeeBoonsap WitchayangkoonSayan SirimontreePonlathep Lertworawanich
2019-07-28
Using positive spanning sets to achieve d-stationarity with the Boosted DC Algorithm
Francisco J. Aragón ArtachoRubén CampoyPhan T. Vuong
2019-07-26
A bisector line field approach to interpolation of orientation fields
Nicolas BoizotLudovic Sacchelli
2019-07-26
Maximum Causal Entropy Specification Inference from Demonstrations
Marcell Vazquez-ChanlatteSanjit A. Seshia
2019-07-26
Improving Galaxy Clustering Measurements with Deep Learning: analysis of the DECaLS DR7 data
Mehdi RezaieHee-Jong SeoAshley J. RossRazvan C. Bunescu
2019-07-26
How to Manipulate CNNs to Make Them Lie: the GradCAM Case
Tom VieringZiqi WangMarco LoogElmar Eisemann
2019-07-25
CvxPnPL: A Unified Convex Solution to the Absolute Pose Estimation Problem from Point and Line Correspondences
| Sérgio AgostinhoJoão GomesAlessio Del Bue
2019-07-24
Bilingual Lexicon Induction through Unsupervised Machine Translation
Mikel ArtetxeGorka LabakaEneko Agirre
2019-07-24
Temporally Consistent Horizon Lines
| Florian KlugerHanno AckermannMichael Ying YangBodo Rosenhahn
2019-07-23
Founded (Auto)Epistemic Equilibrium Logic Satisfies Epistemic Splitting
Jorge Fandinno
2019-07-22
EXOFASTv2: A public, generalized, publication-quality exoplanet modeling code
Jason D. EastmanJoseph E. RodriguezEric AgolKeivan G. StassunThomas G. BeattyAndrew VanderburgB. Scott GaudiKaren A. CollinsRodrigo Luger
2019-07-22
Overlapping community detection in networks based on link partitioning and partitioning around medoids
Alexander PonomarenkoLeonidas PitsoulisMarat Shamshetdinov
2019-07-20
Learning More From Less: Towards Strengthening Weak Supervision for Ad-Hoc Retrieval
Dany HaddadJoydeep Ghosh
2019-07-19
Photonic architecture for reinforcement learning
Fulvio FlaminiArne HamannSofiène JerbiLea M. TrenkwalderHendrik Poulsen NautrupHans J. Briegel
2019-07-17
Multi-Purposing Domain Adaptation Discriminators for Pseudo Labeling Confidence
Garrett WilsonDiane J. Cook
2019-07-17
Technical Report: Partial Dependence through Stratification
| Terence ParrJames D. Wilson
2019-07-15
BADAM: A Public Dataset for Baseline Detection in Arabic-script Manuscripts
Benjamin KiesslingDaniel Stökl Ben EzraMatthew Thomas Miller
2019-07-09
Influence of Pointing on Learning to Count: A Neuro-Robotics Model
Leszek PecynaAngelo Cangelosi
2019-07-09
Reconstructing large-scale structure with neutral hydrogen surveys
Chirag ModiMartin WhiteAnze SlosarEmanuele Castorina
2019-07-04
Best k-layer neural network approximations
Lek-Heng LimMateusz MichalekYang Qi
2019-07-02
Brno Mobile OCR Dataset
| Martin KiššMichal HradišOldřich Kodym
2019-07-02
Multiview Aggregation for Learning Category-Specific Shape Reconstruction
Srinath SridharDavis RempeJulien ValentinSofien BouazizLeonidas J. Guibas
2019-07-01
Artificial Intelligence: A Child's Play
Ravi Kashyap
2019-07-01
Decompositional Argument Mining: A General Purpose Approach for Argument Graph Construction
Debela GemechuChris Reed
2019-07-01
Towards Turkish Abstract Meaning Representation
Zahra AzinG{\"u}l{\c{s}}en Eryi{\u{g}}it
2019-07-01
MoNoise: A Multi-lingual and Easy-to-use Lexical Normalization Tool
Rob van der Goot
2019-07-01
A Bayesian Approach to Matching Thermonuclear X-ray Burst Observations with Models
A. J. GoodwinD. K. GallowayA. HegerA. CummingZ. Johnston
2019-07-01
Stereo relative pose from line and point feature triplets
Alexander VakhitovVictor LempitskyYinqiang Zheng
2019-06-29
Coverage Area Determination for Conical Fields of View Considering an Oblate Earth
Marco NugnesCamilla ColomboMassimo Tipaldi
2019-06-28
Dual Adaptivity: A Universal Algorithm for Minimizing the Adaptive Regret of Convex Functions
Lijun ZhangGuanghui WangWei-Wei TuZhi-Hua Zhou
2019-06-26
PyProcar: A Python library for electronic structure pre/post-processing
Uthpala HerathPedram TavadzeXu HeEric BousquetSobhit SinghFrancisco MuñozAldo H. Romero
2019-06-26
GaussPy+: A fully automated Gaussian decomposition package for emission line spectra
Manuel RienerJouni KainulainenJonathan D. HenshawJan H. OrkiszClaire E. MurrayHenrik Beuther
2019-06-25
Reverse engineering recurrent networks for sentiment classification reveals line attractor dynamics
Niru MaheswaranathanAlex WilliamsMatthew D. GolubSurya GanguliDavid Sussillo
2019-06-25
A Convolutional Approach to Melody Line Identification in Symbolic Scores
Federico SimonettaCarlos Cancino-ChacónStavros NtalampirasGerhard Widmer
2019-06-24
Assembly line balancing with task division
Carlos Alexandre X. SilvaLes FouldsHumberto J. Longo
2019-06-22
Convolutional Polar Codes on Channels with Memory using Tensor Networks
Benjamin Bourassa,Maxime Tremblay,David Poulin
2019-06-15
Kernel and Rich Regimes in Overparametrized Models
Blake WoodworthSuriya GunasekarPedro SavareseEdward MoroshkoItay GolanJason LeeDaniel SoudryNathan Srebro
2019-06-13
Can generalised relative pose estimation solve sparse 3D registration?
Siddhant RanadeXin YuShantnu KakkarPedro MiraldoSrikumar Ramalingam
2019-06-13
FPScreen: A Rapid Similarity Search Tool for Massive Molecular Library Based on Molecular Fingerprint Comparison
Lijun WangJianbing GongYingxia ZhangTianmou LiuJunhui Gao
2019-06-13
SPoC: Search-based Pseudocode to Code
Sumith KulalPanupong PasupatKartik ChandraMina LeeOded PadonAlex AikenPercy Liang
2019-06-12
An Improved Analysis of Training Over-parameterized Deep Neural Networks
Difan ZouQuanquan Gu
2019-06-11
Analysis of Optimization Algorithms via Sum-of-Squares
| Sandra S. Y. TanAntonios VarvitsiotisVincent Y. F. Tan
2019-06-11
Labeling, Cutting, Grouping: an Efficient Text Line Segmentation Method for Medieval Manuscripts
| Michele AlbertiLars VögtlinVinaychandran PondenkandathMathias SeuretRolf IngoldMarcus Liwicki
2019-06-11
Relational Dose-Response Modeling for Cancer Drug Studies
| Wesley TanseyChristopher ToshDavid M. Blei
2019-06-10
This Email Could Save Your Life: Introducing the Task of Email Subject Line Generation
Rui ZhangJoel Tetreault
2019-06-08
Learning Individual Causal Effects from Networked Observational Data
| Ruocheng GuoJundong LiHuan Liu
2019-06-08
Most Important Fundamental Rule of Poker Strategy
Sam GanzfriedMax Chiswick
2019-06-08
Figure Captioning with Reasoning and Sequence-Level Training
Charles ChenRuiyi ZhangEunyee KohSungchul KimScott CohenTong YuRyan RossiRazvan Bunescu
2019-06-07
Evolution of Hierarchical Structure & Reuse in iGEM Synthetic DNA Sequences
Payam SiyariBistra DilkinaConstantine Dovrolis
2019-06-06
Salient Building Outline Enhancement and Extraction Using Iterative L0 Smoothing and Line Enhancing
Cho-Ying WuUlrich Neumann
2019-06-06
ASP-based Discovery of Semi-Markovian Causal Models under Weaker Assumptions
ZhalamaJiji ZhangFrederick EberhardtWolfgang MayerMark Junjie Li
2019-06-06
Estimation and imputation in Probabilistic Principal Component Analysis with Missing Not At Random data
Aude SportisseClaire BoyerJulie Josse
2019-06-06
Towards Document Image Quality Assessment: A Text Line Based Framework and A Synthetic Text Line Image Dataset
Hongyu LiFan ZhuJunhua Qiu
2019-06-05
Learning Deep Transformer Models for Machine Translation
Qiang WangBei LiTong XiaoJingbo ZhuChangliang LiDerek F. WongLidia S. Chao
2019-06-05
Reinforcement Learning for Angle-Only Intercept Guidance of Maneuvering Targets
Brian GaudetRoberto FurfaroRichard Linares
2019-06-05
Learning Transferable Cooperative Behavior in Multi-Agent Teams
| Akshat AgarwalSumit KumarKatia Sycara
2019-06-04
The Unreasonable Effectiveness of Transformer Language Models in Grammatical Error Correction
| Dimitrios AlikaniotisVipul Raheja
2019-06-04
Strand-Accurate Multi-View Hair Capture
Giljoo Nam Chenglei Wu Min H. Kim Yaser Sheikh
2019-06-01
Deep Asymmetric Metric Learning via Rich Relationship Mining
Xinyi Xu Yanhua Yang Cheng Deng Feng Zheng
2019-06-01
Soft Labels for Ordinal Regression
Raul Diaz Amit Marathe
2019-06-01
Creative Flow+ Dataset
Maria Shugrina Ziheng Liang Amlan Kar Jiaman Li Angad Singh Karan Singh Sanja Fidler
2019-06-01
A Theory of Fermat Paths for Non-Line-Of-Sight Shape Reconstruction
Shumian Xin Sotiris Nousias Kiriakos N. Kutulakos Aswin C. Sankaranarayanan Srinivasa G. Narasimhan Ioannis Gkioulekas
2019-06-01
BeautyGlow: On-Demand Makeup Transfer Framework With Reversible Generative Network
Hung-Jen Chen Ka-Ming Hui Szu-Yu Wang Li-Wu Tsao Hong-Han Shuai Wen-Huang Cheng
2019-06-01
An Alternative Deep Feature Approach to Line Level Keyword Spotting
George Retsinas Georgios Louloudis Nikolaos Stamatopoulos Giorgos Sfikas Basilis Gatos
2019-06-01
Motion Estimation of Non-Holonomic Ground Vehicles From a Single Feature Correspondence Measured Over N Views
Kun Huang Yifu Wang Laurent Kneip
2019-06-01
Patch Learning
| Dongrui WuJerry M. Mendel
2019-06-01
SNAP-BATNET: Cascading Author Profiling and Social Network Graphs for Suicide Ideation Detection on Social Media
Rohan MishraPradyumn Prakhar SinhaRamit SawhneyDebanjan MahataPuneet MathurRajiv Ratn Shah
2019-06-01
SSN\_NLP at SemEval-2019 Task 3: Contextual Emotion Identification from Textual Conversation using Seq2Seq Deep Neural Network
Senthil Kumar B.Thenmozhi D.ChAravindan raboseSrinethe Sharavanan
2019-06-01
SSN\_NLP at SemEval-2019 Task 6: Offensive Language Identification in Social Media using Traditional and Deep Machine Learning Approaches
Thenmozhi D.Senthil Kumar B.Srinethe SharavananChAravindan rabose
2019-06-01
``When Numbers Matter!'': Detecting Sarcasm in Numerical Portions of Text
Abhijeet DubeyLakshya KumarArpan SomaniAditya JoshiPushpak Bhattacharyya
2019-06-01
Simulating Spanish-English Code-Switching: El Modelo Est\'a Generating Code-Switches
Chara TsoukalaStefan L. FrankAntal van den BoschJorge Vald{\'e}s KroffMirjam Broersma
2019-06-01
Mean-field Behaviour of Neural Tangent Kernel for Deep Neural Networks
Soufiane HayouArnaud DoucetJudith Rousseau
2019-05-31
Principal Fairness: Removing Bias via Projections
Aris AnagnostopoulosLuca BecchettiAdriano FazzoneCristina MenghiniChris Schwiegelshohn
2019-05-31
Training Detection-Range-Frugal Cooperative Collision Avoidance Models for Quadcopters via Neuroevolution
Amir BehjatKrushang GabaniSouma Chowdhury
2019-05-31
Finite-time Analysis of Approximate Policy Iteration for the Linear Quadratic Regulator
Karl KrauthStephen TuBenjamin Recht
2019-05-30
A Block Diagonal Markov Model for Indoor Software-Defined Power Line Communication
Ayokunle Damilola Familua
2019-05-30
On the equivalence between graph isomorphism testing and function approximation with GNNs
Zhengdao ChenSoledad VillarLei ChenJoan Bruna
2019-05-29
On the Inductive Bias of Neural Tangent Kernels
Alberto BiettiJulien Mairal
2019-05-29
Linear interpolation gives better gradients than Gaussian smoothing in derivative-free optimization
Albert S BerahasLiyuan CaoKrzysztof ChoromanskiKatya Scheinberg
2019-05-29
Triple2Vec: Learning Triple Embeddings from Knowledge Graphs
| Valeria FiondaGiuseppe Pirró
2019-05-28
Adversarially Robust Learning Could Leverage Computational Hardness
Sanjam GargSomesh JhaSaeed MahloujifarMohammad Mahmoody
2019-05-28
Shared Feelings: Understanding Facebook Reactions to Scholarly Articles
Cole FreemanMrinal Kanti RoyMichele FattorusoHamed Alhoori
2019-05-27
On Learning Over-parameterized Neural Networks: A Functional Approximation Perspective
Lili SuPengkun Yang
2019-05-26
Learning to Optimize Computational Resources: Frugal Training with Generalization Guarantees
Maria-Florina BalcanTuomas SandholmEllen Vitercik
2019-05-26
Image Detection and Digit Recognition to solve Sudoku as a Constraint Satisfaction Problem
Aditya NarayanaswamyYichuan Philip MaPiyush Shrivastava
2019-05-25
What Can ResNet Learn Efficiently, Going Beyond Kernels?
Zeyuan Allen-ZhuYuanzhi Li
2019-05-24
Deconfusing intensity maps with neural networks
Daniel N. PfefferPatrick C. BreysseGeorge Stein
2019-05-24
VecHGrad for Solving Accurately Complex Tensor Decomposition
Jeremy CharlierVladimir Makarenkov
2019-05-24
Using Orthophoto for Building Boundary Sharpening in the Digital Surface Model
Xiaohu LuRongjun QinXu Huang
2019-05-22
CHiVE: Varying Prosody in Speech Synthesis with a Linguistically Driven Dynamic Hierarchical Conditional Variational Network
Vincent WanChun-an ChanTom KenterJakub VitRob Clark
2019-05-17
Analysis of critical parameters of satellite stereo image for 3D reconstruction and mapping
Rongjun Qin
2019-05-17
Stability of Linear Structural Equation Models of Causal Inference
Karthik Abinav SankararamanAnand LouisNavin Goyal
2019-05-16
Non-Parametric Priors For Generative Adversarial Networks
Rajhans SinghPavan TuragaSuren JayasuriyaRavi GargMartin W. Braun
2019-05-16
A human-inspired recognition system for premodern Japanese historical documents
Anh Duc LeTarin ClanuwatAsanobu Kitamoto
2019-05-14
Video Instance Segmentation
| Linjie YangYuchen FanNing Xu
2019-05-12
Integrating Objects into Monocular SLAM: Line Based Category Specific Models
Nayan JoshiYogesh SharmaParv ParkhiyaRishabh KhawadK Madhava KrishnaBrojeshwar Bhowmick
2019-05-12
Inexact Block Coordinate Descent Algorithms for Nonsmooth Nonconvex Optimization
| Yang YangMarius PesaventoZhi-Quan LuoBjörn Ottersten
2019-05-10
Neural-Guided RANSAC: Learning Where to Sample Model Hypotheses
| Eric BrachmannCarsten Rother
2019-05-10
PPGNet: Learning Point-Pair Graph for Line Segment Detection
| Ziheng ZhangZhengxin LiNing BiJia ZhengJinlei WangKun HuangWeixin LuoYanyu XuShenghua Gao
2019-05-09
End-to-End Wireframe Parsing
| Yichao ZhouHaozhi QiYi Ma
2019-05-08
Computation of Circular Area and Spherical Volume Invariants via Boundary Integrals
| Riley O'NeillPedro Angulo-UmanaJeff CalderBo HessburgPeter J. OlverChehrzad ShakibanKatrina Yezzi-Woodley
2019-05-06
A Geometric Approach to Obtain a Bird's Eye View from an Image
Ammar AbbasAndrew Zisserman
2019-05-06
Group Emotion Recognition Using Machine Learning
Samanyou Garg
2019-05-03
Bilinear discriminant feature line analysis for image feature extraction
Lijun YanJun-Bao LiXiaorui ZhuJeng-Shyang PanLinlin Tang
2019-05-03
A Theoretical and Empirical Comparison of Gradient Approximations in Derivative-Free Optimization
Albert S. BerahasLiyuan CaoKrzysztof ChoromanskiKatya Scheinberg
2019-05-03
HADES-IoT: A Practical Host-Based Anomaly Detection System for IoT Devices (Extended Version)
Dominik BreitenbacherIvan HomoliakYan Lin AungNils Ole TippenhauerYuval Elovici
2019-05-03
3GPP-inspired Stochastic Geometry-based Mobility Model for a Drone Cellular Network
Morteza BanagarHarpreet S. Dhillon
2019-05-02
Network Representation Learning: Consolidation and Renewed Bearing
| Saket GurukarPriyesh VijayanAakash SrinivasanGoonmeet BajajChen CaiMoniba KeymaneshSaravana KumarPranav ManerikerAnasua MitraVedang PatelBalaraman RavindranSrinivasan Parthasarathy
2019-05-02
Riemannian TransE: Multi-relational Graph Embedding in Non-Euclidean Space
Atsushi SuzukiYosuke EnokidaKenji Yamanishi
2019-05-01
Latent Domain Transfer: Crossing modalities with Bridging Autoencoders
Yingtao TianJesse Engel
2019-05-01
Unsupervised Hyper-alignment for Multilingual Word Embeddings
Jean AlauxEdouard GraveMarco CuturiArmand Joulin
2019-05-01
Dynamic Origin-Destination Matrix Prediction with Line Graph Neural Networks and Kalman Filter
| Xi XiongKaan OzbayLi JinChen Feng
2019-05-01
Separate Chaining Meets Compact Hashing
Dominik Köppl
2019-05-01
DeLiO: Decoupled LiDAR Odometry
Queens Maria ThomasOliver WasenmüllerDidier Stricker
2019-04-29
Simulating Execution Time of Tensor Programs using Graph Neural Networks
Jakub M. TomczakRomain LepertAuke Wiggers
2019-04-26
Combining Anatomical and Functional Networks for Neuropathology Identification: A Case Study on Autism Spectrum Disorder
Sarah ItaniDorina Thanou
2019-04-25
Towards Explainable Anticancer Compound Sensitivity Prediction via Multimodal Attention-based Convolutional Encoders
Matteo ManicaAli OskooeiJannis BornVigneshwari SubramanianJulio Sáez-RodríguezMaría Rodríguez Martínez
2019-04-25
petitRADTRANS: a Python radiative transfer package for exoplanet characterization and retrieval
P. MollièreJ. P. WardenierR. van BoekelTh. HenningK. MolaverdikhaniI. A. G. Snellen
2019-04-25
Analytical Moment Regularizer for Gaussian Robust Networks
| Modar AlfadlyAdel BibiBernard Ghanem
2019-04-24
Machine Learning Tips and Tricks for Power Line Communications
Andrea M. TonelloNunzio A. LetiziaDavide RighiniFrancesco Marcuzzi
2019-04-24
Chunkflow: Distributed Hybrid Cloud Processing of Large 3D Images by Convolutional Nets
| Jingpeng WuWilliam M. SilversmithKisuk LeeH. Sebastian Seung
2019-04-23
Automatic Temporally Coherent Video Colorization
| Harrish ThasarathanKamyar NazeriMehran Ebrahimi
2019-04-21
Funnel Transform for Straight Line Detection
QianRu WeiDaZheng FengWeiXing Zheng
2019-04-20
A Scalable Handwritten Text Recognition System
R. Reeve IngleYasuhisa FujiiThomas DeselaersJonathan BaccashAshok C. Popat
2019-04-19
Teaching on a Budget in Multi-Agent Deep Reinforcement Learning
Ercüment İlhanJeremy GowDiego Perez-Liebana
2019-04-19
Harmonia: Near-Linear Scalability for Replicated Storage with In-Network Conflict Detection
Hang ZhuZhihao BaiJialin LiEllis MichaelDan PortsIon StoicaXin Jin
2019-04-18
Velocity-induced Acoustic Oscillations at Cosmic Dawn
Julian B. Muñoz
2019-04-16
The Efficiency Threshold for the Offspring Population Size of the ($μ$, $λ$) EA
Denis AntipovBenjamin DoerrQuentin Yang
2019-04-15
Learning Twitter User Sentiments on Climate Change with Limited Labeled Data
Allison KoeneckeJordi Feliu-Fabà
2019-04-15
Introduction to Multi-Armed Bandits
Aleksandrs Slivkins
2019-04-15
Look More Than Once: An Accurate Detector for Text of Arbitrary Shapes
Chengquan ZhangBorong LiangZuming HuangMengyi EnJunyu HanErrui DingXinghao Ding
2019-04-13
Efficient and Robust Registration on the 3D Special Euclidean Group
Uttaran BhattacharyaVenu Madhav Govindu
2019-04-11
Cross-lingual Visual Verb Sense Disambiguation
Spandana GellaDesmond ElliottFrank Keller
2019-04-10
Knowledge-Augmented Language Model and its Application to Unsupervised Named-Entity Recognition
| Angli LiuJingfei DuVeselin Stoyanov
2019-04-09
Only Relevant Information Matters: Filtering Out Noisy Samples to Boost RL
Yannis Flet-BerliacPhilippe Preux
2019-04-08
Architecture Search of Dynamic Cells for Semantic Video Segmentation
Vladimir NekrasovHao ChenChunhua ShenIan Reid
2019-04-04
Preference-Informed Fairness
Michael P. KimAleksandra KorolovaGuy N. RothblumGal Yona
2019-04-03
Large Batch Optimization for Deep Learning: Training BERT in 76 minutes
| Yang YouJing LiSashank ReddiJonathan HseuSanjiv KumarSrinadh BhojanapalliXiaodan SongJames DemmelKurt KeutzerCho-Jui Hsieh
2019-04-01
LBP-HOG Descriptor Based on Matrix Projection For Mammogram Classification
Zainab AlhakeemSe-In Jang
2019-03-30
The molecular-gas properties in the gravitationally lensed merger HATLAS J142935.3-002836
Hugo MessiasNeil NagarZhi-Yu ZhangIvan OteoSimon DyeEduardo IbarNicholas TimmonsPaul van der WerfDominik RiechersStephen EalesRob IvisonJacob MarescaMichal J. MichalowskiChentao Yang
2019-03-30
Towards Brain-inspired System: Deep Recurrent Reinforcement Learning for Simulated Self-driving Agent
Jieneng ChenJingye ChenRuiming ZhangXiaobin Hu
2019-03-29
Parabolic Approximation Line Search for DNNs
| Maximus MutschlerAndreas Zell
2019-03-28
Crowd Sourced Data Analysis: Mapping of Programming Concepts to Syntactical Patterns
Deepak ThukralDarvesh Punia
2019-03-28
Comprehensive Determination of the Hinode/EIS Roll Angle
Gabriel PelouzeFrédéric AuchèreKarine BocchialiniLouise HarraDeborah BakerHarry P. WarrenDavid H. BrooksJohn T. Mariska
2019-03-28
W-Net: Reinforced U-Net for Density Map Estimation
Varun Kannadi ValloliKinal Mehta
2019-03-27
A Probabilistic Generative Model of Linguistic Typology
Johannes BjervaYova KementchedjhievaRyan CotterellIsabelle Augenstein
2019-03-26
Trifocal Relative Pose from Lines at Points and its Efficient Solution
Ricardo FabbriTimothy DuffHongyi FanMargaret ReganDavid da Costa de PinhoElias TsigaridasCharles WamplerJonathan HauensteinBenjamin KimiaAnton LeykinTomas Pajdla
2019-03-23
Gradient-only line searches: An Alternative to Probabilistic Line Searches
Dominic KafkaDaniel Wilke
2019-03-22
Localization of Unmanned Aerial Vehicles in Corridor Environments using Deep Learning
Ram Prasad PadhyShahzad AhmadSachin VermaPankaj Kumar SaSambit Bakshi
2019-03-21
Adversarial camera stickers: A physical camera-based attack on deep learning systems
| Juncheng LiFrank R. SchmidtJ. Zico Kolter
2019-03-21
Traversing the noise of dynamic mini-batch sub-sampled loss functions: A visual guide
Dominic KafkaDaniel Wilke
2019-03-20
Im2Pencil: Controllable Pencil Illustration from Photographs
Yijun LiChen FangAaron HertzmannEli ShechtmanMing-Hsuan Yang
2019-03-20
On the Use of Random Forest for Two-Sample Testing
Simon HedigerLoris MichelJeffrey Näf
2019-03-14
Privacy Preserving Image-Based Localization
Pablo SpecialeJohannes L. SchönbergerSing Bing KangSudipta N. SinhaMarc Pollefeys
2019-03-13
What sets Verified Users apart? Insights, Analysis and Prediction of Verified Users on Twitter
Indraneil PaulAbhinav KhattarShaan ChopraPonnurangam KumaraguruManish Gupta
2019-03-12
Paradox in Deep Neural Networks: Similar yet Different while Different yet Similar
Arash AkbariniaKarl R. Gegenfurtner
2019-03-12
Placental Flattening via Volumetric Parameterization
| S. Mazdak AbulnagaEsra Abaci TurkMikhail BessmeltsevP. Ellen GrantJustin SolomonPolina Golland
2019-03-12
Understanding Sparse JL for Feature Hashing
Meena Jagadeesan
2019-03-08
Using DP Towards A Shortest Path Problem-Related Application
Jianhao JiaoRui FanHan MaMing Liu
2019-03-07
Transfer Learning Using Ensemble Neural Networks for Organic Solar Cell Screening
| Arindam PaulDipendra JhaReda Al-BahraniWei-keng LiaoAlok ChoudharyAnkit Agrawal
2019-03-07
Detecting Overfitting via Adversarial Examples
Roman WerpachowskiAndrás GyörgyCsaba Szepesvári