Long Short-Term Memory

An LSTM is a type of recurrent neural network that addresses the vanishing gradient problem in vanilla RNNs through additional cells, input and output gates. Intuitively, vanishing gradients are solved through additional additive components, and forget gate activations, that allow the gradients to flow through the network without vanishing as quickly.

(Image Source here)

(Introduced by Hochreiter and Schmidhuber)

Latest Papers

PAPER DATE
Composer Style Classification of Piano Sheet Music Images Using Language Model Pretraining
TJ TsaiKevin Ji
2020-07-29
Improving Results on Russian Sentiment Datasets
| Anton GolubevNatalia Loukachevitch
2020-07-28
YNU-HPCC at SemEval-2020 Task 8: Using a Parallel-Channel Model for Memotion Analysis
Li YuanJin WangXuejie Zhang
2020-07-28
Water Quality Prediction on a Sigfox-compliant IoT Device: The Road Ahead of WaterS
Pietro BoccadoroVitanio DanielePietro Di GennaroDomenico LofùPietro Tedeschi
2020-07-27
Active Learning for Video Description With Cluster-Regularized Ensemble Ranking
David M. ChanSudheendra VijayanarasimhanDavid A. RossJohn Canny
2020-07-27
Semi-Supervised Learning with Data Augmentation for End-to-End ASR
Felix WeningerFranco ManaRoberto GemelloJesús Andrés-FerrerPuming Zhan
2020-07-27
Regularized Flexible Activation Function Combinations for Deep Neural Networks
Renlong JieJunbin GaoAndrey VasnevMin-ngoc Tran
2020-07-26
NoPropaganda at SemEval-2020 Task 11: A Borrowed Approach to Sequence Tagging and Text Classification
Ilya DimovVladislav KorzunIvan Smurov
2020-07-25
An LSTM Approach to Temporal 3D Object Detection in LiDAR Point Clouds
Rui HuangWanyue ZhangAbhijit KunduCaroline PantofaruDavid A RossThomas FunkhouserAlireza Fathi
2020-07-24
A Novel Ensemble Deep Learning Model for Stock Prediction Based on Stock Prices and News
Yang LiYi Pan
2020-07-23
Sensor-Based Continuous Hand Gesture Recognition by Long Short-Term Memory
Tsung-Ming TaiYun-Jie JhangZhen-Wei LiaoKai-Chung TengWen-Jyi Hwang
2020-07-22
Deep-VFX: Deep Action Recognition Driven VFX for Short Video
Ao LuoNing XieZhijia TaoFeng Jiang
2020-07-22
Learning Monocular Visual Odometry via Self-Supervised Long-Term Modeling
Yuliang ZouPan JiQuoc-Huy TranJia-Bin HuangManmohan Chandraker
2020-07-21
Dense Hybrid Recurrent Multi-view Stereo Net with Dynamic Consistency Checking
Jianfeng YanZizhuang WeiHongwei YiMingyu DingRunze ZhangYisong ChenGuoping WangYu-Wing Tai
2020-07-21
BAKSA at SemEval-2020 Task 9: Bolstering CNN with Self-Attention for Sentiment Analysis of Code Mixed Text
| Ayush KumarHarsh AgarwalKeshav BansalAshutosh Modi
2020-07-21
Unsupervised anomaly detection for discrete sequence healthcare data
Victoria SnorovikhinaAlexey Zaytsev
2020-07-20
Translation Between Waves, wave2wave
Tsuyoshi OkitaHirotaka HachiyaSozo InoueNaonori Ueda
2020-07-20
Detecting the Insider Threat with Long Short Term Memory (LSTM) Neural Networks
Eduardo LopezKamran Sartipi
2020-07-20
Deep Anomaly Detection for Time-series Data in Industrial IoT: A Communication-Efficient On-device Federated Learning Approach
Yi LiuSahil GargJiangtian NieYang ZhangZehui XiongJiawen KangM. Shamim Hossain
2020-07-19
A Technical Report for VIPriors Image Classification Challenge
Zhipeng LuoGe LiZhiguang Zhang
2020-07-17
Using LSTM and SARIMA Models to Forecast Cluster CPU Usage
| Langston NasholdRayan Krishnan
2020-07-16
Towards Debiasing Sentence Representations
Paul Pu LiangIrene Mengze LiEmily ZhengYao Chong LimRuslan SalakhutdinovLouis-Philippe Morency
2020-07-16
Logic Constrained Pointer Networks for Interpretable Textual Similarity
| Subhadeep MajiRohan KumarManish BansalKalyani RoyPawan Goyal
2020-07-15
Detecting Deepfake Videos: An Analysis of Three Techniques
Armaan PishoriBrittany RollinsNicolas van HoutenNisha ChatwaniOmar Uraimov
2020-07-15
Fashion-IQ 2020 Challenge 2nd Place Team's Solution
Minchul ShinYoonjae ChoSeongwuk Hong
2020-07-13
Term Revealing: Furthering Quantization at Run Time on Quantized DNNs
H. T. KungBradley McDanelSai Qian Zhang
2020-07-13
Transformer with Depth-Wise LSTM
Hongfei XuQiuhui LiuDeyi XiongJosef van Genabith
2020-07-13
Deep or Simple Models for Semantic Tagging? It Depends on your Data [Experiments]
| Jinfeng LiYuliang LiXiaolan WangWang-Chiew Tan
2020-07-11
Investigation of Sentiment Controllable Chatbot
Hung-yi LeeCheng-Hao HoChien-Fu LinChiung-Chih ChangChih-Wei LeeYau-Shian WangTsung-Yuan HsuKuan-Yu Chen
2020-07-11
Mitigating backdoor attacks in LSTM-based Text Classification Systems by Backdoor Keyword Identification
Chuanshuai ChenJiazhu Dai
2020-07-11
Long Short-Term Memory Spiking Networks and Their Applications
Ali Lotfi RezaabadSriram Vishwanath
2020-07-09
Exploring Heterogeneous Information Networks via Pre-Training
Yang FangXiang ZhaoWeidong Xiao
2020-07-07
Meta-active Learning in Probabilistically-Safe Optimization
Mariah L. SchrumMark ConnollyEric ColeMihir GhetiyaRobert GrossMatthew C. Gombolay
2020-07-07
Traffic Agent Trajectory Prediction Using Social Convolution and Attention Mechanism
Tao YangZhixiong NanHe ZhangShitao ChenNanning Zheng
2020-07-06
Complex Human Action Recognition in Live Videos Using Hybrid FR-DL Method
Fatemeh SerpushMahdi Rezaei
2020-07-06
Graph2Kernel Grid-LSTM: A Multi-Cued Model for Pedestrian Trajectory Prediction by Learning Adaptive Neighborhoods
Sirin HaddadSiew Kei Lam
2020-07-03
Bidirectional Encoder Representations from Transformers (BERT): A sentiment analysis odyssey
Shivaji AlaparthiManit Mishra
2020-07-02
Understanding Road Layout from Videos as a Whole
Buyu LiuBingbing ZhuangSamuel SchulterPan JiManmohan Chandraker
2020-07-02
Bayesian multilingual topic model for zero-shot cross-lingual topic identification
Santosh KesirajuSangeet SagarOndřej GlembekLukáš BurgetSuryakanth V Gangashetty
2020-07-02
A Joint Model for Document Segmentation and Segment Labeling
Joe BarrowRajiv JainVlad MorariuVarun ManjunathaDouglas OardPhilip Resnik
2020-07-01
Overestimation of Syntactic Representation in Neural Language Models
Jordan KodnerNitish Gupta
2020-07-01
To Pretrain or Not to Pretrain: Examining the Benefits of Pretrainng on Resource Rich Tasks
Sinong WangMadian KhabsaHao Ma
2020-07-01
Probing for Referential Information in Language Models
Ionut-Teodor SorodocKristina GulordavaGemma Boleda
2020-07-01
Multi-Cell Compositional LSTM for NER Domain Adaptation
Chen JiaYue Zhang
2020-07-01
Deep Learning-based Online Alternative Product Recommendations at Scale
Mingming GuoNian YanXiquan CuiSan He WuUnaiza AhsanRebecca WestKhalifeh Al Jadda
2020-07-01
Detecting Sarcasm in Conversation Context Using Transformer-Based Models
Adithya AvvaruSanath VobilisettyRadhika Mamidi
2020-07-01
Metaphor Detection Using Contextual Word Embeddings From Transformers
Jerry LiuNathan O{'}HaraAlex RubinerRachel DraelosCynthia Rudin
2020-07-01
Testing the role of metadata in metaphor identification
Egon StemleAlex Onyskoer
2020-07-01
Sarcasm Detection Using an Ensemble Approach
Jens LemmensBen BurtenshawEhsan LotfiIlia MarkovWalter Daelemans
2020-07-01
A Transformer Approach to Contextual Sarcasm Detection in Twitter
Hunter GregorySteven LiPouya MohammadiNatalie TarnRachel DraelosCynthia Rudin
2020-07-01
Statistical Deep Parsing for Spanish Using Neural Networks
Luis ChiruzzoDina Wonsever
2020-07-01
Exploring the Limits of Simple Learners in Knowledge Distillation for Document Classification with DocBERT
Ashutosh AdhikariAchyudh RamRaphael TangWilliam L. HamiltonJimmy Lin
2020-07-01
A Metric Learning Approach to Misogyny Categorization
Juan Manuel CoriaSahar GhannaySophie RossetHerv{\'e} Bredin
2020-07-01
Supertagging with CCG primitives
Aditya BhargavaGerald Penn
2020-07-01
The IMS--CUBoulder System for the SIGMORPHON 2020 Shared Task on Unsupervised Morphological Paradigm Completion
Manuel MagerKatharina Kann
2020-07-01
Token Level Identification of Multiword Expressions Using Contextual Information
REYHANEH HASHEMPOURAline Villavicencio
2020-07-01
A Study on the Influence of Architecture Complexity of RNNs for Intent Classification in E-Commerce Chats in Bahasa Indonesia
Renny Pradina KusumawardaniMuhammad Azzam
2020-07-01
Generating Informative Conversational Response using Recurrent Knowledge-Interaction and Knowledge-Copy
Xiexiong LinWeiyu JianJianshan HeTaifeng WangWei Chu
2020-07-01
Simple and Effective Retrieve-Edit-Rerank Text Generation
Nabil HossainMarjan GhazvininejadLuke Zettlemoyer
2020-07-01
Enhancing Cross-target Stance Detection with Transferable Semantic-Emotion Knowledge
Bowen ZhangMin YangXutao LiYunming YeXiaofei XuKuai Dai
2020-07-01
Don't Eclipse Your Arts Due to Small Discrepancies: Boundary Repositioning with a Pointer Network for Aspect Extraction
Zhenkai WeiYu HongBowei ZouMeng ChengJianmin YAO
2020-07-01
Interpreting Pretrained Contextualized Representations via Reductions to Static Embeddings
Rishi BommasaniKelly DavisClaire Cardie
2020-07-01
Towards Debiasing Sentence Representations
Paul Pu LiangIrene Mengze LiEmily ZhengYao Chong LimRuslan SalakhutdinovLouis-Philippe Morency
2020-07-01
Clinical Concept Linking with Contextualized Neural Representations
Elliot SchumacherAndriy MulyarMark Dredze
2020-07-01
Why is penguin more similar to polar bear than to sea gull? Analyzing conceptual knowledge in distributional models
Pia Sommerauer
2020-07-01
Building a Japanese Typo Dataset from Wikipedia's Revision History
Yu TanakaYugo MurawakiDaisuke KawaharaSadao Kurohashi
2020-07-01
Context-Aware Sarcasm Detection Using BERT
Arup BaruahKaushik DasFerdous BarbhuiyaKuntal Dey
2020-07-01
Character aware models with similarity learning for metaphor detection
Tarun KumarYashvardhan Sharma
2020-07-01
Integrating Graph-Based and Transition-Based Dependency Parsers in the Deep Contextualized Era
Agnieszka FalenskaAnders Bj{\"o}rkelundJonas Kuhn
2020-07-01
Data Augmentation for Transformer-based G2P
Zach RyanMans Hulden
2020-07-01
Investigating the effect of auxiliary objectives for the automated grading of learner English speech transcriptions
Hannah CraigheadAndrew CainesPaula ButteryHelen Yannakoudakis
2020-07-01
Integrating Multimodal Information in Large Pretrained Transformers
Wasifur RahmanMd Kamrul HasanSangwu LeeAmirAli Bagher ZadehChengfeng MaoLouis-Philippe MorencyEhsan Hoque
2020-07-01
ECPE-2D: Emotion-Cause Pair Extraction based on Joint Two-Dimensional Representation, Interaction and Prediction
| Zixiang DingRui XiaJianfei Yu
2020-07-01
Improving Multimodal Named Entity Recognition via Entity Span Detection with Unified Multimodal Transformer
Jianfei YuJing JiangLi YangRui Xia
2020-07-01
Construction of confidence interval for a univariate stock price signal predicted through Long Short Term Memory Network
Shankhyajyoti DeArabin Kumar DeyDeepak Gauda
2020-07-01
Multi-view Frequency LSTM: An Efficient Frontend for Automatic Speech Recognition
Maarten Van SegbroeckHarish MallidihBrian KingI-Fan ChenGurpreet ChadhaRoland Maas
2020-06-30
Intention-aware Residual Bidirectional LSTM for Long-term Pedestrian Trajectory Prediction
Zhe HuangAamir HasanKatherine Driggs-Campbell
2020-06-30
Object Files and Schemata: Factorizing Declarative and Procedural Knowledge in Dynamical Systems
Anirudh GoyalAlex LambPhanideep GampaPhilippe BeaudoinSergey LevineCharles BlundellYoshua BengioMichael Mozer
2020-06-29
Interpreting Hierarchical Linguistic Interactions in DNNs
Die ZhangHuilin ZhouXiaoyi BaoDa HuoRuizhao ChenXu ChengHao ZhangMengyue WuQuanshi Zhang
2020-06-29
Self-Attention Networks for Intent Detection
Sevinj YolchuyevaGéza NémethBálint Gyires-Tóth
2020-06-28
Joint Hand-object 3D Reconstruction from a Single Image with Cross-branch Feature Fusion
Yujin ChenZhigang TuDi KangRuizhi ChenLinchao BaoZhengyou ZhangJunsong Yuan
2020-06-28
An Evoked Potential-Guided Deep Learning Brain Representation For Visual Classification
Xianglin ZhengZehong CaoQuan Bai
2020-06-27
A GRU-based Mixture Density Network for Data-Driven Dynamic Stochastic Programming
Xiaoming LiChun WangXiao HuangYimin Nie
2020-06-26
What they do when in doubt: a study of inductive biases in seq2seq learners
Eugene KharitonovRahma Chaabouni
2020-06-26
Anomaly Detection using Deep Reconstruction and Forecasting for Autonomous Systems
Nadarasar BahavanNavaratnarajah SumanSulhi CaderRuwinda RanganayakeDamitha SeneviratneVinu MaddumageGershom SeneviratneYasinha SupunIsuru WijesiriSuchitha DehigaspitiyaDumindu TisseraChamira Edussooriya
2020-06-25
DanHAR: Dual Attention Network For Multimodal Human Activity Recognition Using Wearable Sensors
Wenbin GaoLei ZhangQi TengHao WuFuhong MinJun He
2020-06-25
Vision-Based Fall Event Detection in Complex Background Using Attention Guided Bi-directional LSTM
Yong ChenLu WangJiajia HuMingbin Ye
2020-06-24
Object Tracking through Residual and Dense LSTMs
Fabio GarceaAlessandro CuccoLia MorraFabrizio Lamberti
2020-06-22
Seq2Seq and Joint Learning Based Unix Command Line Prediction System
| Thoudam Doren SinghAbdullah Faiz Ur Rahman KhiljiDivyanshaApoorva Vikram SinghSurmila ThokchomSivaji Bandyopadhyay
2020-06-20
Evaluation Of Hidden Markov Models Using Deep CNN Features In Isolated Sign Recognition
Anil Osman TurHacer Yalim Keles
2020-06-19
Melanoma Diagnosis with Spatio-Temporal Feature Learning on Sequential Dermoscopic Images
Zhen YuJennifer NguyenXiaojun ChangJohn KellyCatriona McleanLei ZhangVictoria MarZongyuan Ge
2020-06-19
Real-Time Prediction of BITCOIN Price using Machine Learning Techniques and Public Sentiment Analysis
S M RajuAli Mohammad Tarif
2020-06-18
Neural Architecture Optimization with Graph VAE
Jian LiYong LiuJiankun LiuWeiping Wang
2020-06-18
Revealing the Invisible with Model and Data Shrinking for Composite-database Micro-expression Recognition
Zhaoqiang XiaWei PengHuai-Qian KhorXiaoyi FengGuoying Zhao
2020-06-17
SPARQL query generation for complex question answering with BERT and BiLSTM-based model
| Evseev D. A.Arkhipov M. Yu.
2020-06-17
LSTM Networks for Music Generation
Xin Xu
2020-06-16
Adaptive County Level COVID-19 Forecast Models: Analysis and Improvement
Stewart W DoeTyler Russell SeekinsDavid FitzpatrickDawsin BlanchardSalimeh Yasaei Sekeh
2020-06-16
Cross-lingual Retrieval for Iterative Self-Supervised Training
Chau TranYuqing TangXian LiJiatao Gu
2020-06-16
Differentially-private Federated Neural Architecture Search
| Ishika SinghHaoyi ZhouKunlin YangMeng DingBill LinPengtao Xie
2020-06-16
SD-RSIC: Summarization Driven Deep Remote Sensing Image Captioning
Gencer SumbulSonali NayakBegüm Demir
2020-06-15
Learn to cycle: Time-consistent feature discovery for action recognition
| Alexandros StergiouRonald Poppe
2020-06-15
To Pretrain or Not to Pretrain: Examining the Benefits of Pretraining on Resource Rich Tasks
Sinong WangMadian KhabsaHao Ma
2020-06-15
Neural Ensemble Search for Performant and Calibrated Predictions
| Sheheryar ZaidiArber ZelaThomas ElskenChris HolmesFrank HutterYee Whye Teh
2020-06-15
Differentiable Neural Architecture Transformation for Reproducible Architecture Improvement
Do-Guk KimHeung-Chang Lee
2020-06-15
PlumeNet: Large-Scale Air Quality Forecasting Using A Convolutional LSTM Network
Antoine AlléonGrégoire JauvionBoris QuennehenDavid Lissmyr
2020-06-14
Equivalence in Deep Neural Networks via Conjugate Matrix Ensembles
Mehmet Süzen
2020-06-14
Temporal Fusion Network for Temporal Action Localization:Submission to ActivityNet Challenge 2020 (Task E)
Zhiwu QingXiang WangYongpeng SangChangxin GaoShiwei ZhangNong Sang
2020-06-13
Neural Architecture Search using Bayesian Optimisation with Weisfeiler-Lehman Kernel
Binxin RuXingchen WanXiaowen DongMichael Osborne
2020-06-13
CBR-Net: Cascade Boundary Refinement Network for Action Detection: Submission to ActivityNet Challenge 2020 (Task 1)
Xiang WangBaiteng MaZhiwu QingYongpeng SangChangxin GaoShiwei ZhangNong Sang
2020-06-13
GIPFA: Generating IPA Pronunciation from Audio
| Xavier Marjou
2020-06-13
Learning Effective Representations for Person-Job Fit by Feature Fusion
Junshu JiangSongyun YeWei WangJingran XuXiaosheng Luo
2020-06-12
MomentumRNN: Integrating Momentum into Recurrent Neural Networks
| Tan M. NguyenRichard G. BaraniukAndrea L. BertozziStanley J. OsherBao Wang
2020-06-12
Does Unsupervised Architecture Representation Learning Help Neural Architecture Search?
Shen YanYu ZhengWei AoXiao ZengMi Zhang
2020-06-12
Bonsai-Net: One-Shot Neural Architecture Search via Differentiable Pruners
Rob GeadaDennis PrangleAndrew Stephen McGough
2020-06-12
Recurrent Neural Networks for Handover Management in Next-Generation Self-Organized Networks
Zoraze AliMarco MiozzoLorenza GiupponiPaolo DiniStojan DenicStavroula Vassaki
2020-06-11
Attention improves concentration when learning node embeddings
Matthew DippelAdam KiezunTanay MehtaRavi SundaramSrikanth ThirumalaiAkshar Varma
2020-06-11
Learning to Learn Kernels with Variational Random Features
Xiantong ZhenHaoliang SunYingjun DuJun XuYilong YinLing ShaoCees Snoek
2020-06-11
Hypernetwork-Based Augmentation
Chih-Yang ChenChe-Han ChangEdward Y. Chang
2020-06-11
A Monolingual Approach to Contextualized Word Embeddings for Mid-Resource Languages
Pedro Javier Ortiz SuárezLaurent RomaryBenoît Sagot
2020-06-11
Dance Revolution: Long Sequence Dance Generation with Music via Curriculum Learning
| Ruozi HuangHuang HuWei WuKei SawadaMi Zhang
2020-06-11
Rethinking Pre-training and Self-training
| Barret ZophGolnaz GhiasiTsung-Yi LinYin CuiHanxiao LiuEkin D. CubukQuoc V. Le
2020-06-11
Few-shot Neural Architecture Search
Yiyang ZhaoLinnan WangYuandong TianRodrigo FonsecaTian Guo
2020-06-11
Extrapolation for Large-batch Training in Deep Learning
Tao LinLingjing KongSebastian U. StichMartin Jaggi
2020-06-10
Unique Faces Recognition in Videos
Jiahao HuoTerence L van Zyl
2020-06-10
Knowing your FATE: Friendship, Action and Temporal Explanations for User Engagement Prediction on Social Apps
| Xianfeng TangYozen LiuNeil ShahXiaolin ShiPrasenjit MitraSuhang Wang
2020-06-10
Entanglement-Embedded Recurrent Network Architecture: Tensorized Latent State Propagation and Chaos Forecasting
Xiangyi MengTong Yang
2020-06-10
AMER: Automatic Behavior Modeling and Interaction Exploration in Recommender System
Pengyu ZhaoKecheng XiaoYuanxing ZhangKaigui BianWei Yan
2020-06-10
Tensor train decompositions on recurrent networks
Alejandro MuruaRamchalam RamakrishnanXinlin LiRui Heng YangVahid Partovi Nia
2020-06-09
Fast Modeling and Understanding Fluid Dynamics Systems with Encoder-Decoder Networks
Rohan ThavarajahXiang ZhaiZheren MaDavid Castineira
2020-06-09
Physically constrained short-term vehicle trajectory forecasting with naive semantic maps
Albert DulianJohn C. Murray
2020-06-09
An Augmented Translation Technique for low Resource language pair: Sanskrit to Hindi translation
Rashi KumarPiyush JhaVineet Sahula
2020-06-09
Multi-fidelity Generative Deep Learning Turbulent Flows
Nicholas GenevaNicholas Zabaras
2020-06-08
Deep Stock Predictions
Akash DoshiAlexander IssaPuneet SachdevaSina RafatiSomnath Rakshit
2020-06-08
Validating psychometric survey responses
Alberto MastrottoAnderson NelsonDev SharmaErgeta MucaKristina LiapchinLuis LosadaMayur BansalRoman S. Samarev
2020-06-08
Copy that! Editing Sequences by Copying Spans
Sheena PanthaplackelMiltiadis AllamanisMarc Brockschmidt
2020-06-08
Neural Architecture Search without Training
| Joseph MellorJack TurnerAmos StorkeyElliot J. Crowley
2020-06-08
Revisiting the Train Loss: an Efficient Performance Estimator for Neural Architecture Search
Binxin RuClare LyleLisa SchutMark van der WilkYarin Gal
2020-06-08
Fusion Recurrent Neural Network
Yiwen SunYulu WangKun FuZheng WangChangshui ZhangJieping Ye
2020-06-07
Efficient Architecture Search for Continual Learning
Qiang GaoZhipeng LuoDiego Klabjan
2020-06-07
Do RNN and LSTM have Long Memory?
| Jingyu ZhaoFeiqing HuangJia LvYanjie DuanZhen QinGuodong LiGuangjian Tian
2020-06-06
Conditional Neural Architecture Search
Sheng-Chun KaoArun RamamurthyReed WilliamsTushar Krishna
2020-06-06
Time Series Analysis and Forecasting of COVID-19 Cases Using LSTM and ARIMA Models
Arko Barman
2020-06-05
Learning to Rank Learning Curves
Martin WistubaTejaswini Pedapati
2020-06-05
Transfer Learning for British Sign Language Modelling
Boris MocialovGraham TurnerHelen Hastie
2020-06-03
On the Predictive Power of Neural Language Models for Human Real-Time Comprehension Behavior
Ethan Gotlieb WilcoxJon GauthierJennifer HuPeng QianRoger Levy
2020-06-02
A multimodal approach for multi-label movie genre classification
Rafael B. MangolinRodolfo M. PereiraAlceu S. Britto Jr.Carlos N. Silla Jr.Valéria D. FeltrimDiego BertoliniYandre M. G. Costa
2020-06-01
Understanding Road Layout From Videos as a Whole
Buyu Liu Bingbing Zhuang Samuel Schulter Pan Ji Manmohan Chandraker
2020-06-01
An Efficient PointLSTM for Point Clouds Based Gesture Recognition
| Yuecong Min Yanxiao Zhang Xiujuan Chai Xilin Chen
2020-06-01
Density-Aware Feature Embedding for Face Clustering
Senhui Guo Jing Xu Dapeng Chen Chao Zhang Xiaogang Wang Rui Zhao
2020-06-01
A Spatial RNN Codec for End-to-End Image Compression
Chaoyi Lin Jiabao Yao Fangdong Chen Li Wang
2020-06-01
MemNAS: Memory-Efficient Neural Architecture Search With Grow-Trim Learning
Peiye Liu Bo Wu Huadong Ma Mingoo Seok
2020-06-01
All in One Bad Weather Removal Using Architectural Search
Ruoteng Li Robby T. Tan Loong-Fah Cheong
2020-06-01
Overcoming Multi-Model Forgetting in One-Shot NAS With Diversity Maximization
Miao Zhang Huiqi Li Shirui Pan Xiaojun Chang Steven Su
2020-06-01
SP-NAS: Serial-to-Parallel Backbone Search for Object Detection
Chenhan Jiang Hang Xu Wei Zhang Xiaodan Liang Zhenguo Li
2020-06-01
Can Weight Sharing Outperform Random Architecture Search? An Investigation With TuNAS
Gabriel Bender Hanxiao Liu Bo Chen Grace Chu Shuyang Cheng Pieter-Jan Kindermans Quoc V. Le
2020-06-01
A Comparative Study of Lexical Substitution Approaches based on Neural Language Models
Nikolay ArefyevBoris SheludkoAlexander PodolskiyAlexander Panchenko
2020-05-29
On Incorporating Structural Information to improve Dialogue Response Generation
| Nikita MoghePriyesh VijayanBalaraman RavindranMitesh M. Khapra
2020-05-28
AFAT: Adaptive Failure-Aware Tracker for Robust Visual Object Tracking
Tianyang XuZhen-Hua FengXiao-Jun WuJosef Kittler
2020-05-27
Evolutionary NAS with Gene Expression Programming of Cellular Encoding
| Clifford Broni-BediakoYuki MurataLuiz Henrique MormilleMasayasu Atsumi
2020-05-27
An ENAS Based Approach for Constructing Deep Learning Models for Breast Cancer Recognition from Ultrasound Images
Mohammed AhmedHongbo DuAlaa AlZoubi
2020-05-27
Comparison of Recurrent Neural Network Architectures for Wildfire Spread Modelling
Rylan PerumalTerence L van Zyl
2020-05-26
Policy-Driven Neural Response Generation for Knowledge-Grounded Dialogue Systems
Behnam HedayatniaKarthik GopalakrishnanSeokhwan KimYang LiuMihail EricDilek Hakkani-Tur
2020-05-26
BEEP! Korean Corpus of Online News Comments for Toxic Speech Detection
| Jihyung MoonWon Ik ChoJunbum Lee
2020-05-26
Unsupervised Online Anomaly Detection On Irregularly Sampled Or Missing Valued Time-Series Data Using LSTM Networks
Oguzhan KaraahmetogluFatih IlhanIsmail BalabanSuleyman Serdar Kozat
2020-05-25
The IMS-CUBoulder System for the SIGMORPHON 2020 Shared Task on Unsupervised Morphological Paradigm Completion
Manuel MagerKatharina Kann
2020-05-25
Deep Learning Models for Automatic Summarization
Pirmin Lemberger
2020-05-25
AutoSUM: Automating Feature Extraction and Multi-user Preference Simulation for Entity Summarization
Dongjun WeiYaxin LiuFuqing ZhuLiangjun ZangWei ZhouYijun LuSonglin Hu
2020-05-25
Stacked Bidirectional and Unidirectional LSTM Recurrent Neural Network for Forecasting Network-wide Traffic State with Missing Values
Zhiyong CuiRuimin KeZiyuan PuYinhai Wang
2020-05-24
Forecasting the Spread of Covid-19 Under Control Scenarios Using LSTM and Dynamic Behavioral Models
Seid Miad ZandaviTaha Hossein RashidiFatemeh Vafaee
2020-05-24
Stronger Baselines for Grammatical Error Correction Using Pretrained Encoder-Decoder Model
Satoru KatsumataMamoru Komachi
2020-05-24
MASK: A flexible framework to facilitate de-identification of clinical texts
Nikola MilosevicGangamma KalappaHesam DadafarinMahmoud AzimaeeGoran Nenadic
2020-05-24
A CNN-LSTM Architecture for Detection of Intracranial Hemorrhage on CT scans
Nhan T. NguyenDat Q. TranNghia T. NguyenHa Q. Nguyen
2020-05-22
A Tree Architecture of LSTM Networks for Sequential Regression with Missing Data
S. Onur SahinSuleyman S. Kozat
2020-05-22
Bootstrapping Named Entity Recognition in E-Commerce with Positive Unlabeled Learning
Hanchu ZhangLeonhard HennigChristoph AltChangjian HuYao MengChao Wang
2020-05-22
Investigating Label Bias in Beam Search for Open-ended Text Generation
Liang WangJinlong LiuJingming Liu
2020-05-22
Retrieval-Augmented Generation for Knowledge-Intensive NLP Tasks
Patrick LewisEthan PerezAleksandara PiktusFabio PetroniVladimir KarpukhinNaman GoyalHeinrich KüttlerMike LewisWen-tau YihTim RocktäschelSebastian RiedelDouwe Kiela
2020-05-22
Leveraging Text Data Using Hybrid Transformer-LSTM Based End-to-End ASR in Transfer Learning
Zhiping ZengVan Tung PhamHaihua XuYerbolat KhassanovEng Siong ChngChongjia NiBin Ma
2020-05-21
Powering One-shot Topological NAS with Stabilized Share-parameter Proxy
Ronghao GuoChen LinChuming LiKeyu TianMing SunLu ShengJunjie Yan
2020-05-21
Fluent Response Generation for Conversational Question Answering
| Ashutosh BahetiAlan RitterKevin Small
2020-05-21
An LSTM approach to Forecast Migration using Google Trends
| Nicolas GolenvauxPablo Gonzalez AlvarezHarold Silvère KiossouPierre Schaus
2020-05-20
Should we hard-code the recurrence concept or learn it instead ? Exploring the Transformer architecture for Audio-Visual Speech Recognition
| George SterpuChristian SaamNaomi Harte
2020-05-19
Bridging the Gap Between Training and Inference for Spatio-Temporal Forecasting
Hong-Bin LiuIckjai Lee
2020-05-19
Quaternion Neural Networks for Multi-channel Distant Speech Recognition
Xinchi QiuTitouan ParcolletMirco RavanelliNicholas LaneMohamed Morchid
2020-05-18
P-SIF: Document Embeddings Using Partition Averaging
| Vivek GuptaAnkit SawPegah NokhizPraneeth NetrapalliPiyush RaiPartha Talukdar
2020-05-18
Basal Glucose Control in Type 1 Diabetes using Deep Reinforcement Learning: An In Silico Validation
Taiyu ZhuKezhi LiPau HerreroPantelis Georgiou
2020-05-18
Separation of Memory and Processing in Dual Recurrent Neural Networks
Christian OlivaLuis F. Lago-Fernández
2020-05-17
Automatic Dialogic Instruction Detection for K-12 Online One-on-one Classes
Shiting XuWenbiao DingZitao Liu
2020-05-16
Dual-Signal Transformation LSTM Network for Real-Time Noise Suppression
Nils L. WesthausenBernd T. Meyer
2020-05-15
Contextualizing ASR Lattice Rescoring with Hybrid Pointer Network Language Model
Da-Rong LiuChunxi LiuFrank ZhangGabriel SynnaeveYatharth SarafGeoffrey Zweig
2020-05-15
Optimizing Neural Architecture Search using Limited GPU Time in a Dynamic Search Space: A Gene Expression Programming Approach
| Jeovane Honorio AlvesLucas Ferrari de Oliveira
2020-05-15
HNAS: Hierarchical Neural Architecture Search on Mobile Devices
Xin XiaWenrui Ding
2020-05-15
NIT-Agartala-NLP-Team at SemEval-2020 Task 8: Building Multimodal Classifiers to tackle Internet Humor
Steve Durairaj SwamyShubham LaddhaBasil AbdussalamDebayan DattaAnupam Jamatia
2020-05-14
An Evaluation of Recent Neural Sequence Tagging Models in Turkish Named Entity Recognition
Gizem ArasDidem MakarogluSeniz DemirAltan Cakir
2020-05-14
Neural Architecture Search for Gliomas Segmentation on Multimodal Magnetic Resonance Imaging
Feifan Wang
2020-05-13
Fostering Event Compression using Gated Surprise
Dania HumaidanSebastian OtteMartin V. Butz
2020-05-12
On the Robustness of Language Encoders against Grammatical Errors
Fan YinQuanyu LongTao MengKai-Wei Chang
2020-05-12
Flowtron: an Autoregressive Flow-based Generative Network for Text-to-Speech Synthesis
| Rafael ValleKevin ShihRyan PrengerBryan Catanzaro
2020-05-12
Online Monaural Speech Enhancement Using Delayed Subband LSTM
| Xiaofei LiRadu Horaud
2020-05-11
COVID-19 growth prediction using multivariate long short term memory
| Novanto Yudistira
2020-05-10
Distributed Fine-Grained Traffic Speed Prediction for Large-Scale Transportation Networks based on Automatic LSTM Customization and Sharing
Ming-Chang LeeJia-Chun LinErnst Gunnar Gran
2020-05-10
Compressing Recurrent Neural Networks Using Hierarchical Tucker Tensor Decomposition
Miao YinSiyu LiaoXiao-Yang LiuXiaodong WangBo Yuan
2020-05-09
AutoCLINT: The Winning Method in AutoCV Challenge 2019
| Woonhyuk BaekIldoo KimSungwoong KimSungbin Lim
2020-05-09
LinCE: A Centralized Benchmark for Linguistic Code-switching Evaluation
Gustavo AguilarSudipta KarThamar Solorio
2020-05-09
Sentiment Analysis Using Simplified Long Short-term Memory Recurrent Neural Networks
Karthik GopalakrishnanFathi M. Salem
2020-05-08
An Effective Dynamic Spatio-temporal Framework with Multi-Source Information for Traffic Prediction
Jichen WangWeiguo ZhuYongqi SunChunzi Tian
2020-05-08
Context-Sensitive Generation Network for Handing Unknown Slot Values in Dialogue State Tracking
Puhai YangHeyan HuangXian-Ling Mao
2020-05-08
EDD: Efficient Differentiable DNN Architecture and Implementation Co-search for Embedded AI Solutions
Yuhong LiCong HaoXiaofan ZhangXinheng LiuYao ChenJinjun XiongWen-mei HwuDeming Chen
2020-05-06
Long short-term memory networks and laglasso for bond yield forecasting: Peeping inside the black box
Manuel NunesEnrico GerdingFrank McGroartyMahesan Niranjan
2020-05-05
Neural CRF Model for Sentence Alignment in Text Simplification
Chao JiangMounica MaddelaWuwei LanYang ZhongWei Xu
2020-05-05
Exploring Contextual Word-level Style Relevance for Unsupervised Style Transfer
Chulun ZhouLiangyu ChenJiachen LiuXinyan XiaoJinsong SuSheng GuoHua Wu
2020-05-05
Spatio-Temporal Event Segmentation and Localization for Wildlife Extended Videos
Ramy MounirRoman GulaJörn TheuerkaufSudeep Sarkar
2020-05-05
Distributional Discrepancy: A Metric for Unconditional Text Generation
| Ping CaiXingyuan ChenPeng JinHongjun WangTianrui Li
2020-05-04
Spying on your neighbors: Fine-grained probing of contextual embeddings for information about surrounding words
Josef KlafkaAllyson Ettinger
2020-05-04
Rolling-Unrolling LSTMs for Action Anticipation from First-Person Video
| Antonino FurnariGiovanni Maria Farinella
2020-05-04
Influence Paths for Characterizing Subject-Verb Number Agreement in LSTM Language Models
Kaiji LuPiotr MardzielKlas LeinoMatt FedriksonAnupam Datta
2020-05-03
On the Generalization Effects of Linear Transformations in Data Augmentation
| Sen WuHongyang R. ZhangGregory ValiantChristopher Ré
2020-05-02
Bipartite Flat-Graph Network for Nested Named Entity Recognition
| Ying LuoHai Zhao
2020-05-01
Multi-head Monotonic Chunkwise Attention For Online Speech Recognition
Baiji LiuSongjun CaoSining SunWeibin ZhangLong Ma
2020-05-01
Cross-Linguistic Syntactic Evaluation of Word Prediction Models
| Aaron MuellerGarrett NicolaiPanayiota Petrou-ZeniouNatalia TalminaTal Linzen
2020-05-01
Recurrent neural networks and Koopman-based frameworks for temporal predictions in turbulence
Hamidreza EivaziLuca GuastoniPhilipp SchlatterHossein AzizpourRicardo Vinuesa
2020-05-01
UNIOR NLP at MWSA Task - GlobaLex 2020: Siamese LSTM with Attention for Word Sense Alignment
Raffaele MannaGiulia SperanzaMaria Pia di BuonoJohanna Monti
2020-05-01
[email protected]: Retrofitting Word Embeddings on an Abusive Lexicon for Aggressive Language Detection
Anna KoufakouValerio BasileViviana Patti
2020-05-01
AI\_ML\_NIT\_Patna @ TRAC - 2: Deep Learning Approach for Multi-lingual Aggression Identification
Kirti KumariJyoti Prakash Singh
2020-05-01
Affection Driven Neural Networks for Sentiment Analysis
Rong XiangYunfei LongMingyu WanJinghang GuQin LuChu-Ren Huang
2020-05-01
Augmenting Small Data to Classify Contextualized Dialogue Acts for Exploratory Visualization
Abhinav KumarBarbara Di EugenioJillian AurisanoAndrew Johnson
2020-05-01
Which Model Should We Use for a Real-World Conversational Dialogue System? a Cross-Language Relevance Model or a Deep Neural Net?
Seyed Hossein AlaviAnton LeuskiDavid Traum
2020-05-01
Class-based LSTM Russian Language Model with Linguistic Information
Irina KipyatkovaAlexey Karpov
2020-05-01
Automatic Transcription Challenges for Inuktitut, a Low-Resource Polysynthetic Language
Vishwa GuptaGilles Boulianne
2020-05-01
Evaluating Sentence Segmentation in Different Datasets of Neuropsychological Language Tests in Brazilian Portuguese
Edresson CasanovaMarcos TrevisoLilian H{\"u}bnerS Alu{\'\i}siora
2020-05-01
Irony Detection in Persian Language: A Transfer Learning Approach Using Emoji Prediction
Preni GolazizianBehnam SabetiSeyed Arad Ashrafi AsliZahra MajdabadiOmid Momenzadehreza fahmi
2020-05-01
Czech Historical Named Entity Corpus v 1.0
Helena Hubkov{\'a}Pavel KralEva Pettersson
2020-05-01
Multi-lingual Mathematical Word Problem Generation using Long Short Term Memory Networks with Enhanced Input Features
Vijini LiyanageSurangika Ranathunga
2020-05-01
Parsing as Tagging
Robert VacareanuGeorge Caique Gouveia BarbosaMarco A. Valenzuela-Esc{\'a}rcegaMihai Surdeanu
2020-05-01
Integrating Disfluency-based and Prosodic Features with Acoustics in Automatic Fluency Evaluation of Spontaneous Speech
Huaijin DengYouchao LinTakehito UtsuroAkio KobayashiHiromitsu NishizakiJunichi Hoshino
2020-05-01
Analyzing ELMo and DistilBERT on Socio-political News Classification
Berfu B{\"u}y{\"u}k{\"o}zAli H{\"u}rriyeto{\u{g}}luArzucan {\"O}zg{\"u}r
2020-05-01
French Contextualized Word-Embeddings with a sip of CaBeRnet: a New French Balanced Reference Corpus
Murielle Popa-FabrePedro Javier Ortiz Su{\'a}rezBeno{\^\i}t Sagot{\'E}ric de la Clergerie
2020-05-01
A Gradient Boosting-Seq2Seq System for Latin POS Tagging and Lemmatization
Celano Giuseppe
2020-05-01
From Arabic Sentiment Analysis to Sarcasm Detection: The ArSarcasm Dataset
Ibrahim Abu FarhaWalid Magdy
2020-05-01
``A Passage to India'': Pre-trained Word Embeddings for Indian Languages
Saurav KumarSaunack KumarDiptesh KanojiaPushpak Bhattacharyya
2020-05-01
MTSI-BERT: A Session-aware Knowledge-based Conversational Agent
| Matteo Antonio SeneseGiuseppe RizzoMauro DragoniMaurizio Morisio
2020-05-01
Building a Task-oriented Dialog System for Languages with no Training Data: the Case for Basque
Maddalen L{\'o}pez de LacalleXabier SaralegiI{\~n}aki San Vicente
2020-05-01
Facilitating Corpus Usage: Making Icelandic Corpora More Accessible for Researchers and Language Users
Stein{\th}{\'o}r Steingr{\'\i}mssonStarka{\dh}ur BarkarsonGunnar Thor {\"O}rn{\'o}lfsson
2020-05-01
Hedwig: A Named Entity Linker
Marcus KlangPierre Nugues
2020-05-01
High Quality ELMo Embeddings for Seven Less-Resourced Languages
Matej Ul{\v{c}}arMarko Robnik-{\v{S}}ikonja
2020-05-01
Is Language Modeling Enough? Evaluating Effective Embedding Combinations
Rudolf SchneiderTom OberhauserPaul GrundmannFelix Alex GerserAlex LoesererSteffen Staab
2020-05-01
Dependency Parsing for Urdu: Resources, Conversions and Learning
Toqeer EhsanMiriam Butt
2020-05-01
AIA-BDE: A Corpus of FAQs in Portuguese and their Variations
Hugo Gon{\c{c}}alo OliveiraJo{\~a}o FerreiraJos{\'e} SantosPedro FialhoRicardo RodriguesLuisa CoheurAna Alves
2020-05-01
Improving Neural Metaphor Detection with Visual Datasets
Gitit KehatJames Pustejovsky
2020-05-01
One Classifier for All Ambiguous Words: Overcoming Data Sparsity by Utilizing Sense Correlations Across Words
Prafulla Kumar ChoubeyRuihong Huang
2020-05-01
Text Categorization for Conflict Event Annotation
Fredrik OlssonMagnus SahlgrenFehmi ben AbdesslemAriel EkgrenKristine Eck
2020-05-01
Offensive language detection in Arabic using ULMFiT
Mohamed AbdellatifAhmed Elgammal
2020-05-01
Evaluation Metrics for Headline Generation Using Deep Pre-Trained Embeddings
Abdul MoeedYang AnGerhard HagererGeorg Groh
2020-05-01
KLEJ: Comprehensive Benchmark for Polish Language Understanding
| Piotr RybakRobert MroczkowskiJanusz TraczIreneusz Gawlik
2020-05-01
SciREX: A Challenge Dataset for Document-Level Information Extraction
| Sarthak JainMadeleine van ZuylenHannaneh HajishirziIz Beltagy
2020-05-01
The role of context in neural pitch accent detection in English
Elizabeth NielsenMark SteedmanSharon Goldwater
2020-04-30
Feedback U-net for Cell Image Segmentation
Eisuke ShibuyaKazuhiro Hotta
2020-04-30
Attribution Analysis of Grammatical Dependencies in LSTMs
Yiding Hao
2020-04-30
Context based Text-generation using LSTM networks
Sivasurya Santhanam
2020-04-30
Enriched Pre-trained Transformers for Joint Slot Filling and Intent Detection
Momchil HardalovIvan KoychevPreslav Nakov
2020-04-30
Interpretable Entity Representations through Large-Scale Typing
Yasumasa OnoeGreg Durrett
2020-04-30
Towards Transparent and Explainable Attention Models
| Akash Kumar MohankumarPreksha NemaSharan NarasimhanMitesh M. KhapraBalaji Vasan SrinivasanBalaraman Ravindran
2020-04-29
Mining Message Flows using Recurrent Neural Networks for System-on-Chip Designs
Yuting CaoParijat MukherjeeMahesh KetkarJin YangHao Zheng
2020-04-29
Do Neural Language Models Show Preferences for Syntactic Formalisms?
Artur KulmizevVinit RavishankarMostafa AbdouJoakim Nivre
2020-04-29
Asking without Telling: Exploring Latent Ontologies in Contextual Representations
Julian MichaelJan A. BothaIan Tenney
2020-04-29
Teaching Cameras to Feel: Estimating Tactile Physical Properties of Surfaces From Images
Matthew PurriKristin Dana
2020-04-29
SCELMo: Source Code Embeddings from Language Models
Rafael - Michael KarampatsisCharles Sutton
2020-04-28
DomBERT: Domain-oriented Language Model for Aspect-based Sentiment Analysis
Hu XuBing LiuLei ShuPhilip S. Yu
2020-04-28
Word Interdependence Exposes How LSTMs Compose Representations
Naomi SaphraAdam Lopez
2020-04-27
Semi-Supervised Neural System for Tagging, Parsing and Lematization
| Piotr RybakAlina Wróblewska
2020-04-26
AutoHR: A Strong End-to-end Baseline for Remote Heart Rate Measurement with Neural Searching
Zitong YuXiaobai LiXuesong NiuJingang ShiGuoying Zhao
2020-04-26
Deep Multimodal Neural Architecture Search
Zhou YuYuhao CuiJun YuMeng WangDacheng TaoQi Tian
2020-04-25
Deep Sentiment Classification and Topic Discovery on Novel Coronavirus or COVID-19 Online Discussions: NLP Using LSTM Recurrent Neural Network Approach
Hamed JelodarYongli WangRita OrjiHucheng Huang
2020-04-24
Learning the grammar of prescription: recurrent neural network grammars for medication information extraction in clinical texts
Ivan LernerJordan JouffroyAnita BurgunAntoine Neuraz
2020-04-24
Using GAN to Enhance the Accuracy of Indoor Human Activity Recognition
Parisa Fard MoshiriHojjat NavidanReza ShahbazianSeyed Ali GhorashiDavid Windridge
2020-04-23
Supervised Contrastive Learning
| Prannay KhoslaPiotr TeterwakChen WangAaron SarnaYonglong TianPhillip IsolaAaron MaschinotCe LiuDilip Krishnan
2020-04-23
Depth-Wise Neural Architecture Search
| Artur JordaoFernando AkioMaiko LieWilliam Robson Schwartz
2020-04-23
Pattern-based Long Short-term Memory for Mid-term Electrical Load Forecasting
Paweł{ }PełkaGrzegorz Dudek
2020-04-22
Learning to Classify Intents and Slot Labels Given a Handful of Examples
Jason KroneYi ZhangMona Diab
2020-04-22
Forecasting directional movements of stock prices for intraday trading using LSTM and random forests
| Pushpendu GhoshAriel NeufeldJajati Keshari Sahoo
2020-04-21
ParkPredict: Motion and Intent Prediction of Vehicles in Parking Lots
Xu ShenIvo BatkovicVijay GovindarajanPaolo FalconeTrevor DarrellFrancesco Borrelli
2020-04-21
Music Generation with Temporal Structure Augmentation
Shakeel Raja
2020-04-21
Referring Image Segmentation by Generative Adversarial Learning
Shuang QiuYao ZhaoJianbo JiaoYunchao WeiShikui Wei
2020-04-20
MuBiNN: Multi-Level Binarized Recurrent Neural Network for EEG signal Classification
Seyed Ahmad MirsalariSima SinaeiMostafa E. SalehiMasoud Daneshtalab
2020-04-19
Multi-level Binarized LSTM in EEG Classification for Wearable Devices
Najmeh NazariSeyed Ahmad MirsalariSima SinaeiMostafa E. SalehiMasoud Daneshtalab
2020-04-19
ResNeSt: Split-Attention Networks
| Hang ZhangChongruo WuZhongyue ZhangYi ZhuZhi ZhangHaibin LinYue SunTong HeJonas MuellerR. ManmathaMu LiAlexander Smola
2020-04-19
When Residual Learning Meets Dense Aggregation: Rethinking the Aggregation of Deep Neural Networks
Zhiyu ZhuZhen-Peng BianJunhui HouYi WangLap-Pui Chau
2020-04-19
A Formal Hierarchy of RNN Architectures
William MerrillGail WeissYoav GoldbergRoy SchwartzNoah A. SmithEran Yahav
2020-04-18
FedNAS: Federated Deep Learning via Neural Architecture Search
| Chaoyang HeMurali AnnavaramSalman Avestimehr
2020-04-18
Organ at Risk Segmentation for Head and Neck Cancer using Stratified Learning and Neural Architecture Search
Dazhou GuoDakai JinZhuotun ZhuTsung-Ying HoAdam P. HarrisonChun-Hung ChaoJing XiaoAlan YuilleChien-Yu LinLe Lu
2020-04-17
Investigating Efficient Learning and Compositionality in Generative LSTM Networks
Sarah FabiSebastian OtteJonas Gregor WieseMartin V. Butz
2020-04-16
Greenhouse Gas Emission Prediction on Road Network using Deep Sequence Learning
Lama AlfaseehRan TuBilal FarooqMarianne Hatzopoulou
2020-04-16
Kvistur 2.0: a BiLSTM Compound Splitter for Icelandic
Jón Friðrik DaðasonDavid Erik MollbergHrafn LoftssonKristín Bjarnadóttir
2020-04-16
Geometry-Aware Gradient Algorithms for Neural Architecture Search
Liam LiMikhail KhodakMaria-Florina BalcanAmeet Talwalkar
2020-04-16
Mosaic Super-resolution via Sequential Feature Pyramid Networks
Mehrdad ShoeibyMohammad Ali ArminSadegh AliakbarianSaeed AnwarLars Petersson
2020-04-15
Sentiment Analysis of Yelp Reviews: A Comparison of Techniques and Models
Siqi Liu
2020-04-15
Joint User Pairing and Association for Multicell NOMA: A Pointer Network-based Approach
Manyou MaVincent W. S. Wong
2020-04-15
Code Completion using Neural Attention and Byte Pair Encoding
Youri ArkesteijnNikhil SaldanhaBastijn Kostense
2020-04-14
Res-CR-Net, a residual network with a novel architecture optimized for the semantic segmentation of microscopy images
| Hassan AbdallahAsiri LiyanaarachchiMaranda SaighSamantha SilversSuzan ArslanturkDouglas J. TaatjesLars LarssonBhanu P. JenaDomenico L. Gatti
2020-04-14
A Divide-and-Conquer Approach to the Summarization of Long Documents
Alexios GidiotisGrigorios Tsoumakas
2020-04-13
Interpreting Deep Neural Networks for Single-Lead ECG Arrhythmia Classification
Sricharan VijayaranganBalamurali MurugesanVignesh RPreejith SPJayaraj JosephMohansankar Sivaprakasam
2020-04-11
Bit-Parallel Vector Composability for Neural Acceleration
Soroush GhodratiHardik SharmaCliff YoungNam Sung KimHadi Esmaeilzadeh
2020-04-11
DeepSentiPers: Novel Deep Learning Models Trained Over Proposed Augmented Persian Sentiment Corpus
| Javad PourMostafa Roshan SharamiParsa Abbasi SarabestaniSeyed Abolghasem Mirroshandel
2020-04-11
On Error Correction Neural Networks for Economic Forecasting
Mhlasakululeka MvubuEmmanuel KabugaChristian PlitzBubacarr BahRonnie BeckerHans Georg Zimmermann
2020-04-11
Improving Disfluency Detection by Self-Training a Self-Attentive Model
| Paria Jamshid LouMark Johnson
2020-04-11
Overestimation of Syntactic Representationin Neural Language Models
Jordan KodnerNitish Gupta
2020-04-10
ModuleNet: Knowledge-inherited Neural Architecture Search
Yaran ChenRuiyuan GaoFenggang LiuDongbin Zhao
2020-04-10
Neural Networks Model for Travel Time Prediction Based on ODTravel Time Matrix
Ayobami E. AdewaleAmnir Hadachi
2020-04-08
Dependency-Based Neural Representations for Classifying Lines of Programs
Shashank SrikantNicolas LesimpleUna-May O'Reilly
2020-04-08
DialBERT: A Hierarchical Pre-Trained Model for Conversation Disentanglement
Tianda LiJia-Chen GuXiaodan ZhuQuan LiuZhen-Hua LingZhiming SuSi Wei
2020-04-08
SNR-Based Features and Diverse Training Data for Robust DNN-Based Speech Enhancement
Robert RehrTimo Gerkmann
2020-04-07
Real-time Classification from Short Event-Camera Streams using Input-filtering Neural ODEs
Giorgio GiannoneAsha AnooshehAlessio QuaglinoPierluca D'OroMarco GallieriJonathan Masci
2020-04-07
Towards Non-task-specific Distillation of BERT via Sentence Representation Approximation
Bowen WuHuan ZhangMengyuan LiZongsheng WangQihang FengJunhong HuangBaoxun Wang
2020-04-07
Graph-to-Tree Neural Networks for Learning Structured Input-Output Translation with Applications to Semantic Parsing and Math Word Problem
Shucheng LiLingfei WuShiwei FengFangli XuFengyuan XuSheng Zhong
2020-04-07
A Neural Architecture Search based Framework for Liquid State Machine Design
Shuo TianLianhua QuKai HuNan LiLei WangWeixia Xu
2020-04-07
LaNet: Real-time Lane Identification by Learning Road SurfaceCharacteristics from Accelerometer Data
Madhumitha HarishankarJun HanSai Vineeth Kalluru SrinivasFaisal AlqarniShi SuShijia PanHae Young NohPei ZhangMarco GruteserPatrick Tague
2020-04-06
Joint Embedding of Words and Category Labels for Hierarchical Multi-label Text Classification
Jingpeng ZhaoYinglong Ma
2020-04-06
Forecast Network-Wide Traffic States for Multiple Steps Ahead: A Deep Learning Approach Considering Dynamic Non-Local Spatial Correlation and Non-Stationary Temporal Dependency
| Xinglei WangXuefeng GuanJun CaoNa ZhangHuayi Wu
2020-04-06
Locality Sensitive Hashing-based Sequence Alignment Using Deep Bidirectional LSTM Models
Neda Tavakoli
2020-04-05
STEP: Sequence-to-Sequence Transformer Pre-training for Document Summarization
Yanyan ZouXingxing ZhangWei LuFuru WeiMing Zhou
2020-04-04
A Generic Graph-based Neural Architecture Encoding Scheme for Predictor-based NAS
Xuefei NingYin ZhengTianchen ZhaoYu WangHuazhong Yang
2020-04-04
Benchmarking Deep Spiking Neural Networks on Neuromorphic Hardware
Christoph OstrauJonas HomburgChristian KlarhorstMichael ThiesUlrich Rückert
2020-04-03
The RWTH ASR System for TED-LIUM Release 2: Improving Hybrid HMM with SpecAugment
Wei ZhouWilfried MichelKazuki IrieMarkus KitzaRalf SchlüterHermann Ney
2020-04-02
TSception: A Deep Learning Framework for Emotion Detection Using EEG
| Yi DingNeethu RobinsonQiuhao ZengDuo ChenAung Aung Phyo WaiTih-Shih LeeCuntai Guan
2020-04-02
High-Performance Long-Term Tracking with Meta-Updater
| Kenan DaiYunhua ZhangDong WangJianhua LiHuchuan LuXiaoyun Yang
2020-04-01
Deep learning for Stock Market Prediction
Mojtaba NabipourPooyan NayyeriHamed JabaniAmir Mosavi
2020-03-31
Financial Market Trend Forecasting and Performance Analysis Using LSTM
Jonghyeon Min
2020-03-31
UniformAugment: A Search-free Probabilistic Data Augmentation Approach
| Tom Ching LingChenAva KhonsariAmirreza LashkariMina Rafi NazariJaspreet Singh SambeeMario A. Nascimento
2020-03-31
Real-Time Semantic Segmentation via Auto Depth, Downsampling Joint Decision and Feature Aggregation
Peng SunJiaxiang WuSongyuan LiPeiwen LinJunzhou HuangXi Li
2020-03-31
MTL-NAS: Task-Agnostic Neural Architecture Search towards General-Purpose Multi-Task Learning
| Yuan GaoHaoping BaiZequn JieJiayi MaKui JiaWei Liu
2020-03-31
Difference Attention Based Error Correction LSTM Model for Time Series Prediction
Yuxuan LiuJiangyong DuanJuan Meng
2020-03-30
TResNet: High Performance GPU-Dedicated Architecture
| Tal RidnikHussam LawenAsaf NoyItamar FriedmanEmanuel Ben BaruchGilad Sharir
2020-03-30
DHP: Differentiable Meta Pruning via HyperNetworks
| Yawei LiShuhang GuKai ZhangLuc Van GoolRadu Timofte
2020-03-30
A Hybrid Residual Dilated LSTM end Exponential Smoothing Model for Mid-Term Electric Load Forecasting
Grzegorz DudekPaweł PełkaSlawek Smyl
2020-03-29
CAKES: Channel-wise Automatic KErnel Shrinking for Efficient 3D Network
Qihang YuYingwei LiJieru MeiYuyin ZhouAlan L. Yuille
2020-03-28
Using LSTM to Translate French to Senegalese Local Languages: Wolof as a Case Study
Lo AllaDione Cheikh BambaNguer Elhadji MamadouBa Sileye O. BaLo Moussa
2020-03-27
DA-NAS: Data Adapted Pruning for Efficient Neural Architecture Search
Xiyang DaiDongdong ChenMengchen LiuYinpeng ChenLu Yuan
2020-03-27
MiLeNAS: Efficient Neural Architecture Search via Mixed-Level Reformulation
| Chaoyang HeHaishan YeLi ShenTong Zhang
2020-03-27
Are Labels Necessary for Neural Architecture Search?
| Chenxi LiuPiotr DollárKaiming HeRoss GirshickAlan YuilleSaining Xie
2020-03-26
A multivariate water quality parameter prediction model using recurrent neural network
Dhruti DhedaLing Cheng
2020-03-25
SCATTER: Selective Context Attentional Scene Text Recognizer
Ron LitmanOron AnschelShahar TsiperRoee LitmanShai MazorR. Manmatha
2020-03-25
Circumventing Outliers of AutoAugment with Knowledge Distillation
Longhui WeiAn XiaoLingxi XieXin ChenXiaopeng ZhangQi Tian
2020-03-25
ASFD: Automatic and Scalable Face Detector
Bin ZhangJian LiYabiao WangYing TaiChengjie WangJilin LiFeiyue HuangYili XiaWenjiang PeiRongrong Ji
2020-03-25
TeCNO: Surgical Phase Recognition with Multi-Stage Temporal Convolutional Networks
Tobias CzempielMagdalini PaschaliMatthias KeicherWalter SimsonHubertus FeussnerSeong Tae KimNassir Navab
2020-03-24
Investigating Software Usage in the Social Sciences: A Knowledge Graph Approach
| David SchindlerBenjamin ZapilkoFrank Krüger
2020-03-24
Felix: Flexible Text Editing Through Tagging and Insertion
Jonathan MallinsonAliaksei SeverynEric MalmiGuillermo Garrido
2020-03-24
Recovery command generation towards automatic recovery in ICT systems by Seq2Seq learning
Hiroki IkeuchiAkio WatanabeTsutomu HiraoMakoto MorishitaMasaaki NishinoYoichi MatsuoKeishiro Watanabe
2020-03-24
Model-based Asynchronous Hyperparameter and Neural Architecture Search
Aaron KleinLouis C. TiaoThibaut LienartCedric ArchambeauMatthias Seeger
2020-03-24
High Performance Sequence-to-Sequence Model for Streaming Speech Recognition
Thai-Son NguyenNgoc-Quan PhamSebastian StuekerAlex Waibel
2020-03-22
Semantic-based End-to-End Learning for Typhoon Intensity Prediction
| Hamada M. ZaheraMohamed Ahmed SherifAxel Ngonga
2020-03-22
BS-NAS: Broadening-and-Shrinking One-Shot NAS with Searchable Numbers of Channels
Zan ShenJiang QianBojin ZhuangShaojun WangJing Xiao
2020-03-22
Multi-Class classification of vulnerabilities in Smart Contracts using AWD-LSTM, with pre-trained encoder inspired from natural language processing
Ajay K. GogineniS. SwayamjyotiDevadatta SahooKisor K. SahuRaj kishore
2020-03-21
FTT-NAS: Discovering Fault-Tolerant Neural Architecture
Xuefei NingGuangjun GeWenshuo LiZhenhua ZhuYin ZhengXiaoming ChenZhen GaoYu WangHuazhong Yang
2020-03-20
Efficiently Calibrating Cable-Driven Surgical Robots with RGBD Fiducial Sensing and Recurrent Neural Networks
Minho HwangBrijen ThananjeyanSamuel ParadisDaniel SeitaJeffrey IchnowskiDanyal FerThomas LowKen Goldberg
2020-03-19
GAN Compression: Efficient Architectures for Interactive Conditional GANs
| Muyang LiJi LinYaoyao DingZhijian LiuJun-Yan ZhuSong Han
2020-03-19
Lifelong Learning with Searchable Extension Units
| Wenjin WangYunqing HuYin Zhang
2020-03-19
CPR-GCN: Conditional Partial-Residual Graph Convolutional Network in Automated Anatomical Labeling of Coronary Arteries
Han YangXingjian ZhenYing ChiLei ZhangXian-Sheng Hua
2020-03-19
Transformer Networks for Trajectory Forecasting
| Francesco GiuliariIrtiza HasanMarco CristaniFabio Galasso
2020-03-18
High-Accuracy and Low-Latency Speech Recognition with Two-Head Contextual Layer Trajectory LSTM Model
Jinyu LiRui ZhaoEric SunJeremy H. M. WongAmit DasZhong MengYifan Gong
2020-03-17
SMArtCast: Predicting soil moisture interpolations into the future using Earth observation data in a deep learning framework
Conrad James FoleySagar VazeMohamed El Amine SeddiqAlexey UnagaevNatalia Efremova
2020-03-16
A Survey on Contextual Embeddings
| Qi LiuMatt J. KusnerPhil Blunsom
2020-03-16
Inference of Gas-liquid Flowrate using Neural Networks
Akshay J. DaveAnnalisa Manera
2020-03-15
Finnish Language Modeling with Deep Transformer Models
Abhilash JainAku RuoheStig-Arne GrönroosMikko Kurimo
2020-03-14
AutoSTR: Efficient Backbone Search for Scene Text Recognition
Hui ZhangQuanming YaoMingkun YangYongchao XuXiang Bai
2020-03-14
SeqXY2SeqZ: Structure Learning for 3D Shapes by Sequentially Predicting 1D Occupancy Segments From 2D Coordinates
Zhizhong HanGuanhui QiaoYu-Shen LiuMatthias Zwicker
2020-03-12
PONAS: Progressive One-shot Neural Architecture Search for Very Efficient Deployment
| Sian-Yao HuangWei-Ta Chu
2020-03-11
Adaptive Name Entity Recognition under Highly Unbalanced Data
Thong NguyenDuy NguyenPramod Rao
2020-03-10
Hierarchical Neural Architecture Search for Single Image Super-Resolution
| Yong GuoYongsheng LuoZhenhao HeJin HuangJian Chen
2020-03-10
SuperMix: Supervising the Mixing Data Augmentation
| Ali DaboueiSobhan SoleymaniFariborz TaherkhaniNasser M. Nasrabadi
2020-03-10
DeepCP: Deep Learning Driven Cascade Prediction Based Autonomous Content Placement in Closed Social Network
Qiong WuMuhong WuXu ChenZhi ZhouKaiwen HeLiang Chen
2020-03-09
Pseudo-Convolutional Policy Gradient for Sequence-to-Sequence Lip-Reading
Mingshuang LuoShuang YangShiguang ShanXilin Chen
2020-03-09
Searching Central Difference Convolutional Networks for Face Anti-Spoofing
| Zitong YuChenxu ZhaoZezheng WangYunxiao QinZhuo SuXiaobai LiFeng ZhouGuoying Zhao
2020-03-09
How to Train Your Super-Net: An Analysis of Training Heuristics in Weight-Sharing NAS
Kaicheng YuRene RanftlMathieu Salzmann
2020-03-09
DADA: Differentiable Automatic Data Augmentation
| Yonggang LiGuosheng HuYongtao WangTimothy HospedalesNeil M. RobertsonYongxin Yang
2020-03-08
A Multi-Modal States based Vehicle Descriptor and Dilated Convolutional Social Pooling for Vehicle Trajectory Prediction
Huimin ZhangYafei WangJunjia LiuChengwei LiTaiyuan MaChengliang Yin
2020-03-07
Grid Cells Are Ubiquitous in Neural Networks
Li SonglinDeng YangdongWang Zhihua
2020-03-07
Sampled Training and Node Inheritance for Fast Evolutionary Neural Architecture Search
Haoyu ZhangYaochu JinRan ChengKuangrong Hao
2020-03-07
Accelerator-aware Neural Network Design using AutoML
Suyog GuptaBerkin Akin
2020-03-05
Data Augmentation using Pre-trained Transformer Models
| Varun KumarAshutosh ChoudharyEunah Cho
2020-03-04
Ordering Chaos: Memory-Aware Scheduling of Irregularly Wired Neural Networks for Edge Devices
Byung Hoon AhnJinwon LeeJamie Menjay LinHsin-Pai ChengJilei HouHadi Esmaeilzadeh
2020-03-04
Real-time Federated Evolutionary Neural Architecture Search
Hangyu ZhuYaochu Jin
2020-03-04
BATS: Binary ArchitecTure Search
| Adrian BulatBrais MartinezGeorgios Tzimiropoulos
2020-03-03
BUSU-Net: An Ensemble U-Net Framework for Medical Image Segmentation
Wei Hao Khoong
2020-03-03
ADWPNAS: Architecture-Driven Weight Prediction for Neural Architecture Search
XuZhangChenjunZhouBoGu
2020-03-03
Identity Recognition in Intelligent Cars with Behavioral Data and LSTM-ResNet Classifier
Michael HammannMaximilian KrausSina ShafaeiAlois Knoll
2020-03-02
RandomNet: Towards Fully Automatic Neural Architecture Design for Multimodal Learning
Stefano AllettoShenyang HuangVincent Francois-LavetYohei NakataGuillaume Rabusseau
2020-03-02
Tensor Networks for Probabilistic Sequence Modeling
Jacob MillerGuillaume RabusseauJohn Terilla
2020-03-02
Inferring the source of official texts: can SVM beat ULMFiT?
| Pedro Henrique Luz de AraujoTeófilo Emidio de CamposMarcelo Magalhães Silva de Sousa
2020-03-02
Depth-Adaptive Graph Recurrent Network for Text Classification
| Yijin LiuFandong MengYufeng ChenJinan XuJie Zhou
2020-02-29
NAS-Count: Counting-by-Density with Neural Architecture Search
Yutao HuXiaolong JiangXuhui LiuBaochang ZhangJungong HanXianbin CaoDavid Doermann
2020-02-29
Two-Level Attention-based Fusion Learning for RGB-D Face Recognition
Hardik UppalAlireza Sepas-MoghaddamMichael GreenspanAli Etemad
2020-02-29
A Self-Tuning Actor-Critic Algorithm
Tom ZahavyZhongwen XuVivek VeeriahMatteo HesselJunhyuk OhHado van HasseltDavid SilverSatinder Singh
2020-02-28
ImmuNetNAS: An Immune-network approach for searching Convolutional Neural Network Architectures
| Kefan ChenWei Pang
2020-02-28
Refined Gate: A Simple and Effective Gating Mechanism for Recurrent Units
Zhanzhan ChengYunlu XuMingjian ChengYu QiaoShiliang PuYi NiuFei Wu
2020-02-26
Sparse Sinkhorn Attention
| Yi TayDara BahriLiu YangDonald MetzlerDa-Cheng Juan
2020-02-26
Non-Volatile Memory Array Based Quantization- and Noise-Resilient LSTM Neural Networks
Wen MaPi-Feng ChiuWon Ho ChoiMinghai QinDaniel BedauMartin Lueker-Boden
2020-02-25
Searching for Winograd-aware Quantized Networks
| Javier Fernandez-MarquesPaul N. WhatmoughAndrew MundyMatthew Mattina
2020-02-25
Sketchformer: Transformer-based Representation for Sketched Structure
| Leo Sampaio Ferraz RibeiroTu BuiJohn CollomosseMoacir Ponti
2020-02-24
Parsing Early Modern English for Linguistic Search
Seth KulickNeville Ryant
2020-02-24
DIHARD II is Still Hard: Experimental Results and Discussions from the DKU-LENOVO Team
Qingjian LinWeicheng CaiLin YangJunjie WangJun ZhangMing Li
2020-02-23
Neural Architecture Search for Compressed Sensing Magnetic Resonance Image Reconstruction
Jiangpeng YanShuo ChenYongbing ZhangXiu Li
2020-02-22
Convolutional Tensor-Train LSTM for Spatio-temporal Learning
Jiahao SuWonmin ByeonJean KossaifiFurong HuangJan KautzAnimashree Anandkumar
2020-02-21
Human Activity Recognition using Multi-Head CNN followed by LSTM
Waqar AhmadMisbah KazmiHazrat Ali
2020-02-21
Guider l'attention dans les modeles de sequence a sequence pour la prediction des actes de dialogue
Pierre ColomboEmile ChapuisMatteo ManicaEmmanuel VignonGiovanna VarniChloe Clavel
2020-02-21
Brain Age Estimation Using LSTM on Children's Brain MRI
Sheng HeRandy L. GollubShawn N. MurphyJuan David PerezSanjay PrabhuRudolph PienaarRichard L. RobertsonP. Ellen GrantYangming Ou
2020-02-20
Imputer: Sequence Modelling via Imputation and Dynamic Programming
| William ChanChitwan SahariaGeoffrey HintonMohammad NorouziNavdeep Jaitly
2020-02-20
Guiding attention in Sequence-to-sequence models for Dialogue Act prediction
Pierre ColomboEmile ChapuisMatteo ManicaEmmanuel VignonGiovanna VarniChloe Clavel
2020-02-20
MaxUp: A Simple Way to Improve Generalization of Neural Network Training
Chengyue GongTongzheng RenMao YeQiang Liu
2020-02-20
Neural Architecture Search For Fault Diagnosis
Xudong LiYang HuJianhua ZhengMingtao Li
2020-02-19
An enhanced Tree-LSTM architecture for sentence semantic modeling using typed dependencies
Jeena KleenankandyK. A. Abdul Nazeer
2020-02-18
AdaEnsemble Learning Approach for Metro Passenger Flow Forecasting
Shaolong SunDongchuan YangJu-e GuoShouyang Wang
2020-02-18
Precision Gating: Improving Neural Network Efficiency with Dynamic Dual-Precision Activations
| Yichi ZhangRitchie ZhaoWeizhe HuaNayun XuG. Edward SuhZhiru Zhang
2020-02-17
How to 0wn NAS in Your Spare Time
| Sanghyun HongMichael DavinroyYiğitcan KayaDana Dachman-SoledTudor Dumitraş
2020-02-17
Gaussian Smoothen Semantic Features (GSSF) -- Exploring the Linguistic Aspects of Visual Captioning in Indian Languages (Bengali) Using MSCOCO Framework
Chiranjib Sur
2020-02-16
AOL: Adaptive Online Learning for Human Trajectory Prediction in Dynamic Video Scenes
Manh HuynhGita Alaghband
2020-02-16
Exploring Neural Models for Parsing Natural Language into First-Order Logic
Hrituraj SinghMilan AggrawalBalaji Krishnamurthy
2020-02-16
Federated Learning with Matched Averaging
| Hongyi WangMikhail YurochkinYuekai SunDimitris PapailiopoulosYasaman Khazaeni
2020-02-15
Federated Neural Architecture Search
Mengwei XuYuxin ZhaoKaigui BianGang HuangQiaozhu MeiXuanzhe Liu
2020-02-15
Integrating Discrete and Neural Features via Mixed-feature Trans-dimensional Random Field Language Models
Silin GaoZhijian OuWei YangHuifang Xu
2020-02-14
Unsupervised Speaker Adaptation using Attention-based Speaker Memory for End-to-End ASR
Leda SarıNiko MoritzTakaaki HoriJonathan Le Roux
2020-02-14
Sparse and Structured Visual Attention
Pedro Henrique MartinsVlad NiculaeZita MarinhoAndré Martins
2020-02-13
MODRL/D-AM: Multiobjective Deep Reinforcement Learning Algorithm Using Decomposition and Attention Model for Multiobjective Optimization
Hong WuJiahai WangZizhen Zhang
2020-02-13
Deep Transfer Learning for Physiological Signals
Hugh ChenScott LundbergGabe ErionJerry H. KimSu-In Lee
2020-02-12
To Share or Not To Share: A Comprehensive Appraisal of Weight-Sharing
| Aloïs PourchotAlexis DucarougeOlivier Sigaud
2020-02-11
Evaluating Sequence-to-Sequence Learning Models for If-Then Program Synthesis
Dhairya DalalByron V. Galbraith
2020-02-10
Localized Flood DetectionWith Minimal Labeled Social Media Data Using Transfer Learning
Neha SinghNirmalya RoyAryya Gangopadhyay
2020-02-10
A Spike in Performance: Training Hybrid-Spiking Neural Networks with Quantized Activation Functions
Aaron R. VoelkerDaniel RasmussenChris Eliasmith
2020-02-10
On a scalable entropic breaching of the overfitting barrier in machine learning
Illia Horenko
2020-02-08
HHH: An Online Medical Chatbot System based on Knowledge Graph and Hierarchical Bi-Directional Attention
| Qiming BaoLin NiJiamou Liu
2020-02-08
Object-Adaptive LSTM Network for Real-time Visual Tracking with Adversarial Data Augmentation
Yihan DuYan YanSi ChenYang Hua
2020-02-07
High Temporal Resolution Rainfall Runoff Modelling Using Long-Short-Term-Memory (LSTM) Networks
Wei LiAmin KiaghadiClint N. Dawson
2020-02-07
FiniteNet: A Fully Convolutional LSTM Network Architecture for Time-Dependent Partial Differential Equations
Ben StevensTim Colonius
2020-02-07
DeepBrain: Towards Personalized EEG Interaction through Attentional and Embedded LSTM Learning
Di WuHuayan WanSiping LiuWeiren YuZhanpeng JinDakuo Wang
2020-02-06
Compositional Neural Machine Translation by Removing the Lexicon from Syntax
Tristan Thrush
2020-02-06
Variational Depth Search in ResNets
| Javier AntoránJames Urquhart AllinghamJosé Miguel Hernández-Lobato
2020-02-06
Fully-hierarchical fine-grained prosody modeling for interpretable speech synthesis
Guangzhi SunYu ZhangRon J. WeissYuan CaoHeiga ZenYonghui Wu
2020-02-06
Improving Efficiency in Large-Scale Decentralized Distributed Training
Wei ZhangXiaodong CuiAbdullah KayiMingrui LiuUlrich FinklerBrian KingsburyGeorge SaonYoussef MrouehAlper BuyuktosunogluPayel DasDavid KungMichael Picheny
2020-02-04
Syntactically Look-Ahead Attention Network for Sentence Compression
| Hidetaka KamigaitoManabu Okumura
2020-02-04
Prophet: Proactive Candidate-Selection for Federated Learning by Predicting the Qualities of Training and Reporting Phases
Huawei HuangKangying LinSong GuoPan ZhouZibin Zheng
2020-02-03
Learning Contextualized Document Representations for Healthcare Answer Retrieval
| Sebastian ArnoldBetty van AkenPaul GrundmannFelix A. GersAlexander Löser
2020-02-03
Interpreting video features: a comparison of 3D convolutional networks and convolutional LSTM networks
| Joonatan MänttäriSofia BrooméJohn FolkessonHedvig Kjellström
2020-02-02
WaveTTS: Tacotron-based TTS with Joint Time-Frequency Domain Loss
Rui LiuBerrak SismanFeilong BaoGuanglai GaoHaizhou Li
2020-02-02
Model Extraction Attacks against Recurrent Neural Networks
Tatsuya TakemuraNaoto YanaiToru Fujiwara
2020-02-01
Compensation of Fiber Nonlinearities in Digital Coherent Systems Leveraging Long Short-Term Memory Neural Networks
Stavros DeligiannidisAdonis BogrisCharis MesaritakisYannis Kopsinis
2020-01-31
Gating creates slow modes and controls phase-space complexity in GRUs and LSTMs
Tankut CanKamesh KrishnamurthyDavid J. Schwab
2020-01-31
Detecting Emotion Primitives from Speech and their use in discerning Categorical Emotions
Vasudha KowthaVikramjit MitraChris BartelsErik MarchiSue BookerWilliam CarusoSachin KajarekarDevang Naik
2020-01-31
Pseudo-Bidirectional Decoding for Local Sequence Transduction
Wangchunshu ZhouTao GeKe Xu
2020-01-31
Dual Convolutional LSTM Network for Referring Image Segmentation
Linwei YeZhi LiuYang Wang
2020-01-30
Human Action Performance using Deep Neuro-Fuzzy Recurrent Attention Model
Nihar BendreNima EbadiJohn J PrevostPaul Rad
2020-01-29
Audio-Visual Decision Fusion for WFST-based and seq2seq Models
Rohith AralikattiSharad RoyAbhinav ThandaDilip Kumar MargamPujitha Appan KandalaTanay SharmaShankar M Venkatesan
2020-01-29
A Study of Pyramid Structure for Code Correction
Shan HuangXiao ZhouSang Chin
2020-01-28
Joint Contextual Modeling for ASR Correction and Language Understanding
Yue WengSai Sumanth MiryalaChandra KhatriRunze WangHuaixiu ZhengPiero MolinoMahdi NamazifarAlexandros PapangelisHugh WilliamsFranziska BellGokhan Tur
2020-01-28
NAS-Bench-1Shot1: Benchmarking and Dissecting One-shot Neural Architecture Search
| Arber ZelaJulien SiemsFrank Hutter
2020-01-28
Unsupervised Program Synthesis for Images using Tree-Structured LSTM
Chenghui ZhouChun-Liang LiBarnabas Poczos
2020-01-27
Intent Classification in Question-Answering Using LSTM Architectures
Giovanni Di GennaroAmedeo BuonannoAntonio Di GirolamoArmando OspedaleFrancesco A. N. Palmieri
2020-01-25
Compressing Language Models using Doped Kronecker Products
Urmish ThakkerPaul WhatmoughMatthew MattinaJesse Beu
2020-01-24
DALC: Distributed Automatic LSTM Customization for Fine-Grained Traffic Speed Prediction
Ming-Chang LeeJia-Chun Lin
2020-01-24
Applying Recent Innovations from NLP to MOOC Student Course Trajectory Modeling
Clarence ChenZachary Pardos
2020-01-23
Low-Complexity LSTM Training and Inference with FloatSD8 Weight Representation
Yu-Tung LiuTzi-Dar Chiueh
2020-01-23
La Furca: Iterative Context-Aware End-to-End Monaural Speech Separation Based on Dual-Path Deep Parallel Inter-Intra Bi-LSTM with Attention
Ziqiang ShiRujie LiuJiqing Han
2020-01-23
Multi-objective Neural Architecture Search via Non-stationary Policy Gradient
Zewei ChenFengwei ZhouGeorge TrimponiasZhenguo Li
2020-01-23
GraphGen: A Scalable Approach to Domain-agnostic Labeled Graph Generation
| Nikhil GoyalHarsh Vardhan JainSayan Ranu
2020-01-22
Transition-Based Dependency Parsing using Perceptron Learner
Rahul Radhakrishnan IyerMiguel BallesterosChris DyerRobert Frederking
2020-01-22
A hybrid model based on deep LSTM for predicting high-dimensional chaotic systems
Youming LeiJian HuJianpeng Ding
2020-01-21
Single headed attention based sequence-to-sequence model for state-of-the-art results on Switchboard-300
Zoltán TüskeGeorge SaonKartik AudhkhasiBrian Kingsbury
2020-01-20
Deep Learning for Hindi Text Classification: A Comparison
Ramchandra JoshiPurvi GoelRaviraj Joshi
2020-01-19
BNAS:An Efficient Neural Architecture Search Approach Using Broad Scalable Architecture
Zixiang DingYaran ChenNannan LiDongbin Zhao Zhiquan SunC. L. Philip Chen
2020-01-18
Evolutionary Neural Architecture Search for Retinal Vessel Segmentation
Zhun FanJiahong WeiGuijie ZhuJiajie MoWenji Li
2020-01-18
Compounding the Performance Improvements of Assembled Techniques in a Convolutional Neural Network
| Jungkyu LeeTaeryun WonTae Kwan LeeHyemin LeeGeonmo GuKiho Hong
2020-01-17
Latency-Aware Differentiable Neural Architecture Search
Yuhui XuLingxi XieXiaopeng ZhangXin ChenBowen ShiQi TianHongkai Xiong
2020-01-17
Up to two billion times acceleration of scientific simulations with deep neural architecture search
M. F. KasimD. Watson-ParrisL. DeaconuS. OliverP. HatfieldD. H. FroulaG. GregoriM. JarvisS. KhatiwalaJ. KorenagaJ. Topp-MugglestoneE. ViezzerS. M. Vinko
2020-01-17
Stream-Flow Forecasting of Small Rivers Based on LSTM
Youchuan HuLe YanTingting HangJun Feng
2020-01-16
Predictive analysis of Bitcoin price considering social sentiments
| Pratikkumar Prajapati
2020-01-16
Fact-aware Sentence Split and Rephrase with Permutation Invariant Training
Yinuo GuoTao GeFuru Wei
2020-01-16
MixPath: A Unified Approach for One-shot Neural Architecture Search
| Xiangxiang ChuXudong LiShun LuBo ZhangJixiang Li
2020-01-16
A Unified System for Aggression Identification in English Code-Mixed and Uni-Lingual Texts
Anant KhandelwalNiraj Kumar
2020-01-15
Physical-Virtual Collaboration Modeling for Intra-and Inter-Station Metro Ridership Prediction
| Lingbo LiuJingwen ChenHefeng WuJiajie ZhenGuanbin LiLiang Lin
2020-01-14
Neural Architecture Search for Deep Image Prior
| Kary HoAndrew GilbertHailin JinJohn Collomosse
2020-01-14
Visual Storytelling via Predicting Anchor Word Embeddings in the Stories
Bowen ZhangHexiang HuFei Sha
2020-01-13
AdaBERT: Task-Adaptive BERT Compression with Differentiable Neural Architecture Search
Daoyuan ChenYaliang LiMinghui QiuZhen WangBofang LiBolin DingHongbo DengJun HuangWei LinJingren Zhou
2020-01-13
GridMask Data Augmentation
| Pengguang ChenShu LiuHengshuang ZhaoJiaya Jia
2020-01-13
Urdu-English Machine Transliteration using Neural Networks
Usman Mohy ud Din
2020-01-12
A Continuous Space Neural Language Model for Bengali Language
Hemayet Ahmed ChowdhuryMd. Azizul Haque ImonAnisur RahmanAisha KhatunMd. Saiful Islam
2020-01-11
A new approach for trading based on Long Short Term Memory technique
Zineb LanbouriSaaid Achchab
2020-01-10
Performance-Oriented Neural Architecture Search
Andrew AndersonJing SuRozenn DahyotDavid Gregg
2020-01-09
Don't Forget The Past: Recurrent Depth Estimation from Monocular Video
Vaishakh PatilWouter Van GansbekeDengxin DaiLuc Van Gool
2020-01-08
High-Level Plan for Behavioral Robot Navigation with Natural Language Directions and R-NET
Amar ShresthaKrittaphat PugdeethosapolHaowen FangQinru Qiu
2020-01-08
Fast Neural Network Adaptation via Parameter Remapping and Architecture Search
| Jiemin FangYuzhu SunKangjian PengQian ZhangYuan LiWenyu LiuXinggang Wang
2020-01-08
Deeper Insights into Weight Sharing in Neural Architecture Search
Yuge ZhangZejun LinJunyang JiangQuanlu ZhangYujing WangHui XueChen ZhangYaming Yang
2020-01-06
Macromolecule Classification Based on the Amino-acid Sequence
Faisal GhaffarSarwar KhanGaddisa O.Chen Yu-jhen
2020-01-06
Exploiting Event Cameras for Spatio-Temporal Prediction of Fast-Changing Trajectories
Marco MonforteAnder ArriandiagaArren GloverChiara Bartolozzi
2020-01-05
Automatic Business Process Structure Discovery using Ordered Neurons LSTM: A Preliminary Study
Xue HanLianxue HuYabin DangShivali AgarwalLijun MeiShaochun LiXin Zhou
2020-01-05
Forecasting Bitcoin closing price series using linear regression and neural networks models
Nicola UrasLodovica MarchesiMichele MarchesiRoberto Tonelli
2020-01-04
A Deep Structural Model for Analyzing Correlated Multivariate Time Series
Changwei HuYifan HuSungyong Seo
2020-01-02
Learning DNA folding patterns with Recurrent Neural Networks
Anonymous
2020-01-01
NORML: Nodal Optimization for Recurrent Meta-Learning
Anonymous
2020-01-01
Deep Interaction Processes for Time-Evolving Graphs
Anonymous
2020-01-01
Informed Temporal Modeling via Logical Specification of Factorial LSTMs
Anonymous
2020-01-01
Deep Nonlinear Stochastic Optimal Control for Systems with Multiplicative Uncertainties
Anonymous
2020-01-01
GATO: Gates Are Not the Only Option
Anonymous
2020-01-01
Data Annealing Transfer learning Procedure for Informal Language Understanding Tasks
Anonymous
2020-01-01
EINS: Long Short-Term Memory with Extrapolated Input Network Simplification
Anonymous
2020-01-01
Learning to Learn Kernels with Variational Random Features
Anonymous
2020-01-01
Variational pSOM: Deep Probabilistic Clustering with Self-Organizing Maps
Anonymous
2020-01-01
Convolutional Tensor-Train LSTM for Long-Term Video Prediction
Anonymous
2020-01-01
COMBINED FLEXIBLE ACTIVATION FUNCTIONS FOR DEEP NEURAL NETWORKS
Anonymous
2020-01-01
BERT-AL: BERT for Arbitrarily Long Document Understanding
Ruixuan ZhangZhuoyu WeiYu ShiYining Chen
2020-01-01
Unsupervised Learning of Automotive 3D Crash Simulations using LSTMs
Amin AbbaslooJochen GarckeRodrigo Iza-Teran
2020-01-01
Transition Based Dependency Parser for Amharic Language Using Deep Learning
Mizanu ZelalemMillion Meshesha (PhD)
2020-01-01
HOW IMPORTANT ARE NETWORK WEIGHTS? TO WHAT EXTENT DO THEY NEED AN UPDATE?
Fawaz SammaniMahmoud ElsayedAbdelsalam Hamdi
2020-01-01
City Metro Network Expansion with Reinforcement Learning
Anonymous
2020-01-01
Copy That! Editing Sequences by Copying Spans
Anonymous
2020-01-01
Hierarchical Summary-to-Article Generation
Anonymous
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Structural Language Models for Any-Code Generation
Anonymous
2020-01-01
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Tsuyoshi OkitaHirotaka HachiyaSozo InoueNaonori Ueda
2020-01-01
Unsupervised Distillation of Syntactic Information from Contextualized Word Representations
Anonymous
2020-01-01
DeFINE: Deep Factorized Input Word Embeddings for Neural Sequence Modeling
Anonymous
2020-01-01
ReMixMatch: Semi-Supervised Learning with Distribution Matching and Augmentation Anchoring
| Anonymous
2020-01-01
Resizable Neural Networks
Anonymous
2020-01-01
How to 0wn the NAS in Your Spare Time
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2020-01-01
Filter redistribution templates for iteration-lessconvolutional model reduction
Anonymous
2020-01-01
Learning to Rank Learning Curves
Anonymous
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VAENAS: Sampling Matters in Neural Architecture Search
Anonymous
2020-01-01
Hardware-aware One-Shot Neural Architecture Search in Coordinate Ascent Framework
Anonymous
2020-01-01
Fast Neural Network Adaptation via Parameters Remapping
Anonymous
2020-01-01
FasterSeg: Searching for Faster Real-time Semantic Segmentation
| Anonymous
2020-01-01
Neural Operator Search
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2020-01-01
Reinforcement Learning with Chromatic Networks
Anonymous
2020-01-01
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Anonymous
2020-01-01
Boosting Network: Learn by Growing Filters and Layers via SplitLBI
Anonymous
2020-01-01
Towards Fast Adaptation of Neural Architectures with Meta Learning
Anonymous
2020-01-01
ISBNet: Instance-aware Selective Branching Networks
Shaofeng CaiYao ShuWei WangGang ChenBeng Chin Ooi
2020-01-01
Building Hierarchical Interpretations in Natural Language via Feature Interaction Detection
Anonymous
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Autoencoder-based Initialization for Recurrent Neural Networks with a Linear Memory
Anonymous
2020-01-01
Interpretable Network Structure for Modeling Contextual Dependency
Anonymous
2020-01-01
Neural Symbolic Reader: Scalable Integration of Distributed and Symbolic Representations for Reading Comprehension
Anonymous
2020-01-01
Parallel Neural Text-to-Speech
Kainan PengWei PingZhao SongKexin Zhao
2020-01-01
Modeling Neural Architecture Search Methods for Deep Networks
Emad MalekhosseiniMohsen HajabdollahiNader KarimiShadrokh Samavi
2019-12-31
OTEANN: Estimating the Transparency of Orthographies with an Artificial Neural Network
| Xavier Marjou
2019-12-31
Neural Architecture Search on Acoustic Scene Classification
Jixiang LiChuming LiangBo ZhangZhao WangFei XiangXiangxiang Chu
2019-12-30
Grey Models for Short-Term Queue Length Predictions for Adaptive Traffic Signal Control
Gurcan ComertZadid KhanMizanur RahmanMashrur Chowdhury
2019-12-29
Hierarchical Variational Imitation Learning of Control Programs
Roy FoxRichard ShinWilliam PaulYitian ZouDawn SongKen GoldbergPieter AbbeelIon Stoica
2019-12-29
Deep-learning Architecture for Short-term Passenger Flow Forecasting in Urban Rail Transit
Jinlei ZhangFeng ChenYadi ZhuYinan Guo
2019-12-29
Tha3aroon at NSURL-2019 Task 8: Semantic Question Similarity in Arabic
| Ali FadelIbraheem TuffahaMahmoud Al-Ayyoub
2019-12-28
Natural language processing of MIMIC-III clinical notes for identifying diagnosis and procedures with neural networks
Siddhartha NuthakkiSunil NeelaJudy W. GichoyaSaptarshi Purkayastha
2019-12-28
A Multi-cascaded Model with Data Augmentation for Enhanced Paraphrase Detection in Short Texts
Muhammad Haroon ShakeelAsim KarimImdadullah Khan
2019-12-27
Interpreting LSTM Prediction on Solar Flare Eruption with Time-series Clustering
Hu SunWard ManchesterZhenbang JiaoXiantong WangYang Chen
2019-12-27
Amharic-Arabic Neural Machine Translation
Ibrahim GashawH L Shashirekha
2019-12-26
Utterance-level Permutation Invariant Training with Latency-controlled BLSTM for Single-channel Multi-talker Speech Separation
Lu HuangGaofeng ChengPengyuan ZhangYi YangShumin XuJiasong Sun
2019-12-25
Adversarial AutoAugment
Xinyu ZhangQiang WangJian ZhangZhao Zhong
2019-12-24
BETANAS: BalancEd TrAining and selective drop for Neural Architecture Search
Muyuan FangQiang WangZhao Zhong
2019-12-24
Focusing and Diffusion: Bidirectional Attentive Graph Convolutional Networks for Skeleton-based Action Recognition
Jialin GaoTong HeXi ZhouShiming Ge
2019-12-24
Learning functionals via LSTM neural networks for predicting vessel dynamics in extreme sea states
José del Águila FerrandisMichael TriantafyllouChryssostomos ChryssostomidisGeorge Karniadakis
2019-12-23
TextNAS: A Neural Architecture Search Space tailored for Text Representation
Yujing WangYaming YangYiren ChenJing BaiCe ZhangGuinan SuXiaoyu KouYunhai TongMao YangLidong Zhou
2019-12-23
FasterSeg: Searching for Faster Real-time Semantic Segmentation
| Wuyang ChenXinyu GongXianming LiuQian ZhangYuan LiZhangyang Wang
2019-12-23
Progressive DARTS: Bridging the Optimization Gap for NAS in the Wild
Xin ChenLingxi XieJun WuQi Tian
2019-12-23
Probing the phonetic and phonological knowledge of tones in Mandarin TTS models
| Jian Zhu
2019-12-23
Learning and Evaluating Contextual Embedding of Source Code
| Aditya KanadePetros ManiatisGogul BalakrishnanKensen Shi
2019-12-21
C2FNAS: Coarse-to-Fine Neural Architecture Search for 3D Medical Image Segmentation
Qihang YuDong YangHolger RothYutong BaiYixiao ZhangAlan L. YuilleDaguang Xu
2019-12-20
AtomNAS: Fine-Grained End-to-End Neural Architecture Search
| Jieru MeiYingwei LiXiaochen LianXiaojie JinLinjie YangAlan YuilleJianchao Yang
2019-12-20
DP-LSTM: Differential Privacy-inspired LSTM for Stock Prediction Using Financial News
| Xinyi LiYinchuan LiHongyang YangLiuqing YangXiao-Yang Liu
2019-12-20
CNN-LSTM models for Multi-Speaker Source Separation using Bayesian Hyper Parameter Optimization
Jeroen ZegersHugo Van hamme
2019-12-19
Enhancing streamflow forecast and extracting insights using long-short term memory networks with data integration at continental scales
| Dapeng FengKuai FangChaopeng Shen
2019-12-18
Distributional Reinforcement Learning for Energy-Based Sequential Models
Tetiana ParshakovaJean-Marc AndreoliMarc Dymetman
2019-12-18
Capsule Attention for Multimodal EEG and EOG Spatiotemporal Representation Learning with Application to Driver Vigilance Estimation
Guangyi ZhangAli Etemad
2019-12-17
Fingerprint Spoof Detection: Temporal Analysis of Image Sequence
Tarang ChughAnil K. Jain
2019-12-17
In Nomine Function: Naming Functions in Stripped Binaries with Neural Networks
Fiorella ArtusoGiuseppe Antonio Di LunaLuca MassarelliLeonardo Querzoni
2019-12-17
Generative Teaching Networks: Accelerating Neural Architecture Search by Learning to Generate Synthetic Training Data
Felipe Petroski SuchAditya RawalJoel LehmanKenneth O. StanleyJeff Clune
2019-12-17
Seq2seq Translation Model for Sequential Recommendation
Ke SunTieyun Qian
2019-12-16
Applying Deep Learning to Detect Traffic Accidents in Real Time Using Spatiotemporal Sequential Data
Amir Bahador ParsaRishabh Singh ChauhanHoma TaghipourSybil DerribleAbolfazl Mohammadian
2019-12-15
Sensor Fusion using Backward Shortcut Connections for Sleep Apnea Detection in Multi-Modal Data
Tom Van SteenkisteDirk DeschrijverTom Dhaene
2019-12-14
Long-length Legal Document Classification
Lulu WanGeorge PapageorgiouMichael SeddonMirko Bernardoni
2019-12-14
Efficient Convolutional Neural Networks for Diacritic Restoration
Sawsan AlqahtaniAjay MishraMona Diab
2019-12-14
Voice Transformer Network: Sequence-to-Sequence Voice Conversion Using Transformer with Text-to-Speech Pretraining
Wen-Chin HuangTomoki HayashiYi-Chiao WuHirokazu KameokaTomoki Toda
2019-12-14
Towards Robust Toxic Content Classification
Keita KuritaAnna BelovaAntonios Anastasopoulos
2019-12-14
Seizure Prediction Using Bidirectional LSTM
Hazrat AliFeroz KarimJunaid Javed QureshiAdnan Omer AbuassbaMohammad Farhad Bulbul
2019-12-13
PreVIous: A Methodology for Prediction of Visual Inference Performance on IoT Devices
Delia Velasco-MonteroJorge Fernández-BerniRicardo Carmona-GalánÁngel Rodríguez-Vázquez
2019-12-13
Unsupervised classification of acoustic emissions from catalogs and fault time-to-failure prediction
Hope JaspersonChas BoltonPaul JohnsonChris MaroneMaarten V. de Hoop
2019-12-12
Grid Search, Random Search, Genetic Algorithm: A Big Comparison for NAS
Petro LiashchynskyiPavlo Liashchynskyi
2019-12-12
Self-Driving Car Steering Angle Prediction Based on Image Recognition
Shuyang DuHaoli GuoAndrew Simpson
2019-12-11
Leveraging End-to-End Speech Recognition with Neural Architecture Search
Ahmed BaruwaMojeed AbisigaIbrahim GbadegesinAfeez Fakunle
2019-12-11
A Variational-Sequential Graph Autoencoder for Neural Architecture Performance Prediction
| David FriedeJovita LukasikHeiner StuckenschmidtMargret Keuper
2019-12-11
SpineNet: Learning Scale-Permuted Backbone for Recognition and Localization
| Xianzhi DuTsung-Yi LinPengchong JinGolnaz GhiasiMingxing TanYin CuiQuoc V. LeXiaodan Song
2019-12-10
A Robust Predictive Model for Stock Price Prediction Using Deep Learning and Natural Language Processing
| Sidra MehtabJaydip Sen
2019-12-09
Deep Learning-based Hybrid Graph-Coloring Algorithm for Register Allocation
Dibyendu DasShahid Asghar AhmadKumar Venkataramanan
2019-12-08
A limited-size ensemble of homogeneous CNN/LSTMs for high-performance word classification
Mahya AmeryanLambert Schomaker
2019-12-06
Can AI Generate Love Advice?: Toward Neural Answer Generation for Non-Factoid Questions
Makoto Nakatsuji
2019-12-06
Obesity Prediction with EHR Data: A deep learning approach with interpretable elements
Mehak GuptaThao-Ly T. PhanTimothy BunnellRahmatollah Beheshti
2019-12-05
Audio-Visual Target Speaker Extraction on Multi-Talker Environment using Event-Driven Cameras
Ander ArriandiagaGiovanni MorroneLuca PasaLeonardo BadinoChiara Bartolozzi
2019-12-05
Lion Algorithm- Optimized Long Short-Term Memory Network for Groundwater Level Forecasting in Udupi District, India
Supreetha B. SNarayan ShenoyPrabhakar Nayak
2019-12-05
Ultrafast Photorealistic Style Transfer via Neural Architecture Search
Jie AnHaoyi XiongJun HuanJiebo Luo
2019-12-05
Integrating Whole Context to Sequence-to-sequence Speech Recognition
Ye BaiJiangyan YiJianhua TaoZhengkun TianZhengqi WenShuai Zhang
2019-12-04
LiteEval: A Coarse-to-Fine Framework for Resource Efficient Video Recognition
Zuxuan WuCaiming XiongYu-Gang JiangLarry S. Davis
2019-12-03
A Comparative Study of Pretrained Language Models on Thai Social Text Categorization
Thanapapas HorsuwanKasidis KanwatcharaPeerapon VateekulBoonserm Kijsirikul
2019-12-03
EDAS: Efficient and Differentiable Architecture Search
Hyeong Gwon HongPyunghwan AhnJunmo Kim
2019-12-03
Multi-Criterion Evolutionary Design of Deep Convolutional Neural Networks
Zhichao LuIan WhalenYashesh DhebarKalyanmoy DebErik GoodmanWolfgang BanzhafVishnu Naresh Boddeti
2019-12-03
An Attribute Oriented Induction based Methodology for Data Driven Predictive Maintenance
Javier Fernandez-AnakabeEkhi Zugasti UriguenUrko Zurutuza Ortega
2019-12-02
Long Distance Relationships without Time Travel: Boosting the Performance of a Sparse Predictive Autoencoder in Sequence Modeling
Jeremy GordonDavid RawlinsonSubutai Ahmad
2019-12-02
Forecasting Trajectory and Behavior of Road-Agents Using Spectral Clustering in Graph-LSTMs
Rohan ChandraTianrui GuanSrujan PanugantiTrisha MittalUttaran BhattacharyaAniket BeraDinesh Manocha
2019-12-02
Forecasting Trajectory and Behavior of Road-Agents Using Spectral Clustering in Graph-LSTMs
| Rohan ChandraTianrui GuanSrujan PanugantiTrisha MittalUttaran BhattacharyaAniket Bera Dinesh Manocha
2019-12-02
BLiMP: The Benchmark of Linguistic Minimal Pairs for English
| Alex WarstadtAlicia ParrishHaokun LiuAnhad MohananeyWei PengSheng-Fu WangSamuel R. Bowman
2019-12-02
Visual Sequence Learning in Hierarchical Prediction Networks and Primate Visual Cortex
Jielin QiuGe HuangTai Sing Lee
2019-12-01
Normalization Helps Training of Quantized LSTM
| Lu HouJinhua ZhuJames KwokFei GaoTao QinTie-Yan Liu
2019-12-01
TAB-VCR: Tags and Attributes based VCR Baselines
| Jingxiang LinUnnat JainAlexander Schwing
2019-12-01
Learning Representations for Time Series Clustering
| Qianli MaJiawei ZhengSen LiGary W. Cottrell
2019-12-01
HSCJN: A Holistic Semantic Constraint Joint Network for Diverse Response Generation
Yiru WangPengda SiZeyang LeiGuangxu XunYujiu Yang
2019-12-01
Efficient Neural Architecture Transformation Search in Channel-Level for Object Detection
Junran PengMing SunZhao-Xiang ZhangTieniu TanJunjie Yan
2019-12-01
MetAdapt: Meta-Learned Task-Adaptive Architecture for Few-Shot Classification
Sivan DovehEli SchwartzChao XueRogerio FerisAlex BronsteinRaja GiryesLeonid Karlinsky
2019-12-01
One-Shot Pruning of Recurrent Neural Networks by Jacobian Spectrum Evaluation
Matthew Shunshi ZhangBradly Stadie
2019-11-30
IMPACT: Importance Weighted Asynchronous Architectures with Clipped Target Networks
Michael LuoJiahao YaoRichard LiawEric LiangIon Stoica
2019-11-30
SGAS: Sequential Greedy Architecture Search
| Guohao LiGuocheng QianItzel C. DelgadilloMatthias MüllerAli ThabetBernard Ghanem
2019-11-30
Towards Oracle Knowledge Distillation with Neural Architecture Search
Minsoo KangJonghwan MunBohyung Han
2019-11-29
SimpleBooks: Long-term dependency book dataset with simplified English vocabulary for word-level language modeling
Huyen Nguyen
2019-11-27
DeFINE: DEep Factorized INput Token Embeddings for Neural Sequence Modeling
Sachin MehtaRik Koncel-KedziorskiMohammad RastegariHannaneh Hajishirzi
2019-11-27
Fair DARTS: Eliminating Unfair Advantages in Differentiable Architecture Search
| Xiangxiang ChuTianbao ZhouBo ZhangJixiang Li
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
An Optimized and Energy-Efficient Parallel Implementation of Non-Iteratively Trained Recurrent Neural Networks
Julia El ZiniYara RizkMariette Awad
2019-11-26
Single Headed Attention RNN: Stop Thinking With Your Head
| Stephen Merity
2019-11-26
Gating Revisited: Deep Multi-layer RNNs That Can Be Trained
| Mehmet Ozgur TurkogluStefano D'AroncoJan Dirk WegnerKonrad Schindler
2019-11-25
Stability of the Decoupled Extended Kalman Filter Learning Algorithm in LSTM-Based Online Learning
Nuri Mert VuralFatih IlhanSuleyman S. Kozat
2019-11-25
PQ-NET: A Generative Part Seq2Seq Network for 3D Shapes
| Rundi WuYixin ZhuangKai XuHao ZhangBaoquan Chen
2019-11-25
Filling Conversation Ellipsis for Better Social Dialog Understanding
Xiyuan ZhangChengxi LiDian YuSamuel DavidsonZhou Yu
2019-11-25
Binarized Neural Architecture Search
Hanlin ChenLi'an ZhuoBaochang ZhangXiawu ZhengJianzhuang LiuDavid DoermannRongrong Ji
2019-11-25
Meta-Learning of Neural Architectures for Few-Shot Learning
Thomas ElskenBenedikt StafflerJan Hendrik MetzenFrank Hutter
2019-11-25
Exploiting Operation Importance for Differentiable Neural Architecture Search
Xukai XieYuan ZhouSun-Yuan Kung
2019-11-24
Design and Evaluation of a Multi-Domain Trojan Detection Method on Deep Neural Networks
Yansong GaoYeonjae KimBao Gia DoanZhi ZhangGongxuan ZhangSurya NepalDamith C. RanasingheHyoungshick Kim
2019-11-23
Orderless Recurrent Models for Multi-label Classification
Vacit Oguz YaziciAbel Gonzalez-GarciaArnau RamisaBartlomiej TwardowskiJoost van de Weijer
2019-11-22
Economy Statistical Recurrent Units For Inferring Nonlinear Granger Causality
| Saurabh KhannaVincent Y. F. Tan
2019-11-22
Order Matters at Fanatics Recommending Sequentially Ordered Products by LSTM Embedded with Word2Vec
Jing PanWeian ShengSantanu Dey
2019-11-22
High Quality ELMo Embeddings for Seven Less-Resourced Languages
Matej UlčarMarko Robnik-Šikonja
2019-11-22
SM-NAS: Structural-to-Modular Neural Architecture Search for Object Detection
Lewei YaoHang XuWei ZhangXiaodan LiangZhenguo Li
2019-11-22
A Comparative Analysis of Forecasting Financial Time Series Using ARIMA, LSTM, and BiLSTM
Sima Siami-NaminiNeda TavakoliAkbar Siami Namin
2019-11-21
Incorporating Textual Evidence in Visual Storytelling
Tianyi LiSujian Li
2019-11-21
Adversarial Examples Improve Image Recognition
| Cihang XieMingxing TanBoqing GongJiang WangAlan YuilleQuoc V. Le
2019-11-21
ReMixMatch: Semi-Supervised Learning with Distribution Alignment and Augmentation Anchoring
| David BerthelotNicholas CarliniEkin D. CubukAlex KurakinKihyuk SohnHan ZhangColin Raffel
2019-11-21
Data Proxy Generation for Fast and Efficient Neural Architecture Search
Minje Park
2019-11-21
A Framework for End-to-End Deep Learning-Based Anomaly Detection in Transportation Networks
Neema DavisGaurav RainaKrishna Jagannathan
2019-11-20
Search to Distill: Pearls are Everywhere but not the Eyes
Yu LiuXuhui JiaMingxing TanRaviteja VemulapalliYukun ZhuBradley GreenXiaogang Wang
2019-11-20
End-to-end ASR: from Supervised to Semi-Supervised Learning with Modern Architectures
| Gabriel SynnaeveQiantong XuJacob KahnTatiana LikhomanenkoEdouard GraveVineel PratapAnuroop SriramVitaliy LiptchinskyRonan Collobert
2019-11-19
Hybrid Composition with IdleBlock: More Efficient Networks for Image Recognition
Bing XuAndrew TullochYunpeng ChenXiaomeng YangLin Qiao
2019-11-19
DeStress: Deep Learning for Unsupervised Identification of Mental Stress in Firefighters from Heart-rate Variability (HRV) Data
Ali OskooeiSophie Mai ChauJonas WeissArvind SridharMaría Rodríguez MartínezBruno Michel
2019-11-18
ImmuNeCS: Neural Committee Search by an Artificial Immune System
Luc FrachonWei PangGeorge M. Coghill
2019-11-18
Fine-Grained Neural Architecture Search
Heewon KimSeokil HongBohyung HanHeesoo MyeongKyoung Mu Lee
2019-11-18
Neural Recurrent Structure Search for Knowledge Graph Embedding
Yongqi ZhangQuanming YaoLei Chen
2019-11-17
Classification as Decoder: Trading Flexibility for Control in Medical Dialogue
Sam ShleiferManish ChablaniAnitha KannanNamit KatariyaXavier Amatriain
2019-11-16
Automatic Design of CNNs via Differentiable Neural Architecture Search for PolSAR Image Classification
Hongwei DongSiyu ZhangBin ZouLamei Zhang
2019-11-16
Faster AutoAugment: Learning Augmentation Strategies using Backpropagation
| Ryuichiro HatayaJan ZdenekKazuki YoshizoeHideki Nakayama
2019-11-16
Single Image Reflection Removal through Cascaded Refinement
| Chao LiYixiao YangKun HeStephen LinJohn E. Hopcroft
2019-11-15
Evaluation of Three Deep Learning Models for Early Crop Classification Using Sentinel-1A Imagery Time Series—A Case Study in Zhanjiang, China
Hongwei ZhaoZhongxin ChenHao JiangWenlong JingLiang SunMin Feng 6
2019-11-15
A Subword Level Language Model for Bangla Language
Aisha KhatunAnisur RahmanHemayet Ahmed ChowdhuryMd. Saiful IslamAyesha Tasnim
2019-11-15