Methods > Computer Vision > Convolutions

Convolution


A convolution is a type of matrix operation, consisting of a kernel, a small matrix of weights, that slides over input data performing element-wise multiplication with the part of the input it is on, then summing the results into an output.

Intuitively, a convolution allows for weight sharing - reducing the number of effective parameters - and image translation (allowing for the same feature to be detected in different parts of the input space).

Image Source: https://arxiv.org/pdf/1603.07285.pdf

Latest Papers

PAPER DATE
Split and Connect: A Universal Tracklet Booster for Multi-Object Tracking
Gaoang WangYizhou WangRenshu GuWeijie HuJenq-Neng Hwang
2021-05-06
Saliency-Guided Deep Learning Network for Automatic Tumor Bed Volume Delineation in Post-operative Breast Irradiation
Mahdieh KazemimoghadamWeicheng ChiAsal RahimiNathan KimPrasanna AlluriChika NwachukwuWeiguo LuXuejun Gu
2021-05-06
Quantification of pulmonary involvement in COVID-19 pneumonia by means of a cascade oftwo U-nets: training and assessment on multipledatasets using different annotation criteria
Francesca LizziAbramo AgostiFrancesca BreroRaffaella Fiamma CabiniMaria Evelina FantacciSilvia FiginiAlessandro LascialfariFrancesco LaruinaPiernicola OlivaStefano PifferIan PostumaLisa RinaldiCinzia TalamontiAlessandra Retico
2021-05-06
In the Danger Zone: U-Net Driven Quantile Regression can Predict High-risk SARS-CoV-2 Regions via Pollutant Particulate Matter and Satellite Imagery
Jacquelyn SheltonPrzemyslaw PolewskiWei Yao
2021-05-06
Time-Aware Q-Networks: Resolving Temporal Irregularity for Deep Reinforcement Learning
Yeo Jin KimMin Chi
2021-05-06
Real-time Face Mask Detection in Video Data
Yuchen DingZichen LiDavid Yastremsky
2021-05-05
CUAB: Convolutional Uncertainty Attention Block Enhanced the Chest X-ray Image Analysis
Chi-Shiang WangFang-Yi SuTsung-Lu Michael LeeYi-Shan TsaiJung-Hsien Chiang
2021-05-05
RepMLP: Re-parameterizing Convolutions into Fully-connected Layers for Image Recognition
| Xiaohan DingXiangyu ZhangJungong HanGuiguang Ding
2021-05-05
QueryInst: Parallelly Supervised Mask Query for Instance Segmentation
| Yuxin FangShusheng YangXinggang WangYu LiChen FangYing ShanBin FengWenyu Liu
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Learning Feature Aggregation for Deep 3D Morphable Models
Zhixiang ChenTae-Kyun Kim
2021-05-05
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Dhaval D. KadiaMd Zahangir AlomRanga BuradaTam V. NguyenVijayan K. Asari
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A Novel Multi-scale Dilated 3D CNN for Epileptic Seizure Prediction
Ziyu WangJie YangMohamad Sawan
2021-05-05
Exploring emotional prototypes in a high dimensional TTS latent space
Pol van RijnSilvan MertesDominik SchillerPeter M. C. HarrisonPauline Larrouy-MaestriElisabeth AndréNori Jacoby
2021-05-05
Automated scoring of pre-REM sleep in mice with deep learning
Niklas GriegerJustus T. C. SchwabedalStefanie WendelYvonne RitzeStephan Bialonski
2021-05-05
Multipath Graph Convolutional Neural Networks
| Rangan DasBikram BooteSaumik BhattacharyaUjjwal Maulik
2021-05-04
Dual-Cross Central Difference Network for Face Anti-Spoofing
| Zitong YuYunxiao QinHengshuang ZhaoXiaobai LiGuoying Zhao
2021-05-04
An Empirical Review of Deep Learning Frameworks for Change Detection: Model Design, Experimental Frameworks, Challenges and Research Needs
Murari MandalSantosh Kumar Vipparthi
2021-05-04
An End-to-End and Accurate PPG-based Respiratory Rate Estimation Approach Using Cycle Generative Adversarial Networks
Seyed Amir Hossein AqajariRui CaoAmir Hosein Afandizadeh ZargariAmir M. Rahmani
2021-05-03
Improving Landslide Detection on SAR Data through Deep Learning
Lorenzo NavaOriol MonserratFilippo Catani
2021-05-03
Anatomy-Guided Parallel Bottleneck Transformer Network for Automated Evaluation of Root Canal Therapy
Yunxiang LiGuodong ZengYifan ZhangJun WangQianni ZhangQun JinLingling SunQisi LianNeng XiaRuizi PengKai TangYaqi WangShuai Wang
2021-05-02
Automatic Visual Inspection of Rare Defects: A Framework based on GP-WGAN and Enhanced Faster R-CNN
Masoud JalayerReza JalayerAmin KaboliCarlotta OrsenigoCarlo Vercellis
2021-05-02
Surgical Gesture Recognition Based on Bidirectional Multi-Layer Independently RNN with Explainable Spatial Feature Extraction
Dandan ZhangRuoxi WangBenny Lo
2021-05-02
AG-CUResNeSt: A Novel Method for Colon Polyp Segmentation
Dinh Viet SangTran Quang ChungPhan Ngoc LanDao Viet HangDao Van LongNguyen Thi Thuy
2021-05-02
Brain Graph Super-Resolution Using Adversarial Graph Neural Network with Application to Functional Brain Connectivity
| Megi IsallariIslem Rekik
2021-05-02
An integrated autoencoder-based hybrid CNN-LSTM model for COVID-19 severity prediction from lung ultrasound
| Ankan Ghosh DastiderFarhan SadikShaikh Anowarul Fattah
2021-05-01
Stabilization of generative adversarial networks via noisy scale-space
Kensuke NakamuraSimon KormanByung-Woo Hong
2021-05-01
Simultaneous super-resolution and motion artifact removal in diffusion-weighted MRI using unsupervised deep learning
Hyungjin ChungJaehyun KimJeong Hee YoonJeong Min LeeJong Chul Ye
2021-05-01
SVT-Net: A Super Light-Weight Network for Large Scale Place Recognition using Sparse Voxel Transformers
Zhaoxin FanZhenbo SongHongyan LiuJun HeXiaoyong Du
2021-05-01
Equivalence of Correlation Filter and Convolution Filter in Visual Tracking
Shuiwang LiQijun ZhaoZiliang FengLi Lu
2021-05-01
MARL: Multimodal Attentional Representation Learning for Disease Prediction
Ali HamdiAmr AboeleneenKhaled Shaban
2021-05-01
Deep Learning Based Steel Pipe Weld Defect Detection
| Dingming YangYanrong CuiZeyu YuHongqiang Yuan
2021-04-30
Improving Conversational Recommendation System by Pretraining on Billions Scale of Knowledge Graph
Chi-Man WongFan FengWen ZhangChi-Man VongHui ChenYichi ZhangPeng HeHuan ChenKun ZhaoHuajun Chen
2021-04-30
Multi Voxel-Point Neurons Convolution (MVPConv) for Fast and Accurate 3D Deep Learning
Wei ZhouXin CaoXiaodan ZhangXingxing HaoDekui WangYing He
2021-04-30
Unsupervised data augmentation for object detection
Yichen ZhangZeyang SongWenbo Li
2021-04-30
IPatch: A Remote Adversarial Patch
Yisroel Mirsky
2021-04-30
A Practical Approach for Rate-Distortion-Perception Analysis in Learned Image Compression
Ogun KirmemisA. Murat Tekalp
2021-04-30
Decoupled Dynamic Filter Networks
Jingkai ZhouVarun JampaniZhixiong PiQiong LiuMing-Hsuan Yang
2021-04-29
Relevance Detection in Cataract Surgery Videos by Spatio-Temporal Action Localization
Negin GhamsarianMario TaschwerDoris Putzgruber-AdamitschStephanie SarnyKlaus Schoeffmann
2021-04-29
CASSOD-Net: Cascaded and Separable Structures of Dilated Convolution for Embedded Vision Systems and Applications
Tse-Wei ChenDeyu WangWei TaoDongchao WenLingxiao YinTadayuki ItoKinya OsaMasami Kato
2021-04-29
Hardware Architecture of Embedded Inference Accelerator and Analysis of Algorithms for Depthwise and Large-Kernel Convolutions
Tse-Wei ChenWei TaoDeyu WangDongchao WenKinya OsaMasami Kato
2021-04-29
Ensembling with Deep Generative Views
Lucy ChaiJun-Yan ZhuEli ShechtmanPhillip IsolaRichard Zhang
2021-04-29
Adapting to Reward Progressivity via Spectral Reinforcement Learning
| Michael DannJohn Thangarajah
2021-04-29
An integrated Auto Encoder-Block Switching defense approach to prevent adversarial attacks
| Anirudh YadavAshutosh UpadhyayS.Sharanya
2021-04-29
Crack Semantic Segmentation using the U-Net with Full Attention Strategy
Fangzheng LinJiesheng YangJiangpeng ShuRaimar J. Scherer
2021-04-29
Antagonistic Crowd Simulation Model Integrating Emotion Contagion and Deep Reinforcement Learning
Pei LvBoya XuChaochao LiQingqing YuBing ZhouMingliang Xu
2021-04-29
A lightweight deep learning based cloud detection method for Sentinel-2A imagery fusing multi-scale spectral and spatial features
| Jun LiZhaocong WuZhongwen HuCanliang JianShaojie LuoLichao MouXiao Xiang ZhuMatthieu Molinier
2021-04-29
Image Inpainting by End-to-End Cascaded Refinement with Mask Awareness
| Manyu ZhuDongliang HeXin LiChao LiFu LiXiao LiuErrui DingZhaoxiang Zhang
2021-04-28
Reconstructing nodal pressures in water distribution systems with graph neural networks
Gergely HajgatóBálint Gyires-TóthGyörgy Paál
2021-04-28
Zero-Shot Detection via Vision and Language Knowledge Distillation
Xiuye GuTsung-Yi LinWeicheng KuoYin Cui
2021-04-28
Hybrid Approach for 3D Head Reconstruction: Using Neural Networks and Visual Geometry
Oussema BouafifBogdan KhomutenkoMohamed Daoudi
2021-04-28
Filter Distribution Templates in Convolutional Networks for Image Classification Tasks
Ramon Izquierdo-CordovaWalterio Mayol-Cuevas
2021-04-28
MVS2D: Efficient Multi-view Stereo via Attention-Driven 2D Convolutions
Zhenpei YangZhile RenQi ShanQiXing Huang
2021-04-27
Explaining in Style: Training a GAN to explain a classifier in StyleSpace
Oran LangYossi GandelsmanMichal YaromYoav WaldGal ElidanAvinatan HassidimWilliam T. FreemanPhillip IsolaAmir GlobersonMichal IraniInbar Mosseri
2021-04-27
Adapting ImageNet-scale models to complex distribution shifts with self-learning
| Evgenia RusakSteffen SchneiderPeter GehlerOliver BringmannWieland BrendelMatthias Bethge
2021-04-27
ConTNet: Why not use convolution and transformer at the same time?
| Haotian YanZhe LiWeijian LiChanghu WangMing WuChuang Zhang
2021-04-27
Wise-SrNet: A Novel Architecture for Enhancing Image Classification by Learning Spatial Resolution of Feature Maps
| Mohammad RahimzadehSoroush ParvinElnaz SafiMohammad Reza Mohammadi
2021-04-26
HAO: Hardware-aware neural Architecture Optimization for Efficient Inference
Zhen DongYizhao GaoQijing HuangJohn WawrzynekHayden K. H. SoKurt Keutzer
2021-04-26
Improve Vision Transformers Training by Suppressing Over-smoothing
| Chengyue GongDilin WangMeng LiVikas ChandraQiang Liu
2021-04-26
Green View Index Analysis and Optimal Green View Index Path Based on Street View and Deep Learning
Anqi HuJiahao ZhangHiroyuki Kaga
2021-04-26
Dynamic Image Restoration and Fusion Based on Dynamic Degradation
Aiqing FangXinbo ZhaoJiaqi YangYanning Zhang
2021-04-26
Spatio-Temporal Pruning and Quantization for Low-latency Spiking Neural Networks
Sayeed Shafayet ChowdhuryIsha GargKaushik Roy
2021-04-26
Unified Spatio-Temporal Modeling for Traffic Forecasting using Graph Neural Network
| Amit RoyKashob Kumar RoyAmin Ahsan AliM Ashraful AminA K M Mahbubur Rahman
2021-04-26
Breast Mass Detection with Faster R-CNN: On the Feasibility of Learning from Noisy Annotations
Sina FamouriLia MorraLeonardo MangiaFabrizio Lamberti
2021-04-25
Transformer Meets DCFAM: A Novel Semantic Segmentation Scheme for Fine-Resolution Remote Sensing Images
Libo WangRui LiChenxi DuanShenghui Fang
2021-04-25
Parallel mesh reconstruction streams for pose estimation of interacting hands
Uri WollnerGuy Ben-Yosef
2021-04-25
Image Inpainting with Edge-guided Learnable Bidirectional Attention Maps
| Dongsheng WangChaohao XieShaohui LiuZhenxing NiuWangMeng Zuo
2021-04-25
ASPCNet: A Deep Adaptive Spatial Pattern Capsule Network for Hyperspectral Image Classification
Jinping WangXiaojun TanJianHuang LaiJun LiCanqun Xiang
2021-04-25
Development of a Soft Actor Critic Deep Reinforcement Learning Approach for Harnessing Energy Flexibility in a Large Office Building
Anjukan KathirgamanathanEleni ManginaDonal P. Finn
2021-04-25
Revisiting the double-well problem by deep learning with a hybrid network
Shurui LiJianqin XuJing Qian
2021-04-25
Time Series Forecasting via Learning Convolutionally Low-Rank Models
| Guangcan Liu
2021-04-23
Skip-Convolutions for Efficient Video Processing
Amirhossein HabibianDavide AbatiTaco S. CohenBabak Ehteshami Bejnordi
2021-04-23
MULTICAST: MULTI Confirmation-level Alarm SysTem based on CNN and LSTM to mitigate false alarms for handgun detection in video-surveillance
Roberto OlmosSiham TabikFrancisco Perez-HernandezAlberto LamasFrancisco Herrera
2021-04-23
Region-Adaptive Deformable Network for Image Quality Assessment
| Shuwei ShiQingyan BaiMingdeng CaoWeihao XiaJiahao WangYifan ChenYujiu Yang
2021-04-23
STRUDEL: Self-Training with Uncertainty Dependent Label Refinement across Domains
Fabian GrögerAnne-Marie RickmannChristian Wachinger
2021-04-23
DeepMix: Online Auto Data Augmentation for Robust Visual Object Tracking
Ziyi ChengXuhong RenFelix Juefei-XuWanli XueQing GuoLei MaJianjun Zhao
2021-04-23
Sketch-based Normal Map Generation with Geometric Sampling
Yi HeHaoran XieChao ZhangXi YangKazunori Miyata
2021-04-23
Learning from Ambiguous Labels for Lung Nodule Malignancy Prediction
Zehui LiaoYutong XieShishuai HuYong Xia
2021-04-23
Fully Convolutional Line Parsing
| Xili DaiXiaojun YuanHaigang GongYi Ma
2021-04-22
Heterogeneous Grid Convolution for Adaptive, Efficient, and Controllable Computation
Ryuhei HamaguchiYasutaka FurukawaMasaki OnishiKen Sakurada
2021-04-22
CryptGPU: Fast Privacy-Preserving Machine Learning on the GPU
Sijun TanBrian KnottYuan TianDavid J. Wu
2021-04-22
Cross-Domain and Disentangled Face Manipulation with 3D Guidance
Can WangMenglei ChaiMingming HeDongdong ChenJing Liao
2021-04-22
Cycle and Semantic Consistent Adversarial Domain Adaptation for Reducing Simulation-to-Real Domain Shift in LiDAR Bird's Eye View
Alejandro BarreraJorge BeltránCarlos GuindelJose Antonio IglesiasFernando García
2021-04-22
Independent Reinforcement Learning for Weakly Cooperative Multiagent Traffic Control Problem
| Chengwei ZhangShan JinWanli XueXiaofei XieShengYong ChenRong Chen
2021-04-22
Complex-valued reservoir computing for aspect classification and slope-angle estimation with low computational cost and high resolution in interferometric synthetic aperture radar
Bungo KonishiAkira HiroseRyo Natsuaki
2021-04-22
VeriMedi: Pill Identification using Proxy-based Deep Metric Learning and Exact Solution
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2021-04-22
Orderly Dual-Teacher Knowledge Distillation for Lightweight Human Pose Estimation
Zhong-Qiu ZhaoYao GaoYuchen GeWeidong Tian
2021-04-21
Temporal Knowledge Graph Reasoning Based on Evolutional Representation Learning
| Zixuan LiXiaolong JinWei LiSaiping GuanJiafeng GuoHuaWei ShenYuanzhuo WangXueqi Cheng
2021-04-21
Temporal Modulation Network for Controllable Space-Time Video Super-Resolution
| Gang XuJun XuZhen LiLiang WangXing SunMing-Ming Cheng
2021-04-21
A Structure-Aware Relation Network for Thoracic Diseases Detection and Segmentation
| Jie LianJingyu LiuShu ZhangKai GaoXiaoqing LiuDingwen ZhangYizhou Yu
2021-04-21
BEVDetNet: Bird's Eye View LiDAR Point Cloud based Real-time 3D Object Detection for Autonomous Driving
Sambit MohapatraSenthil YogamaniHeinrich GotzigStefan MilzPatrick Mader
2021-04-21
Rethinking annotation granularity for overcoming deep shortcut learning: A retrospective study on chest radiographs
Luyang LuoHao ChenYongjie XiaoYanning ZhouXi WangVarut VardhanabhutiMingxiang WuPheng-Ann Heng
2021-04-21
Meta-learning for skin cancer detection using Deep Learning Techniques
Sara I. Garcia
2021-04-21
Free-form tumor synthesis in computed tomography images via richer generative adversarial network
| Qiangguo JinHui CuiChangming SunZhaopeng MengRan Su
2021-04-20
A cappella: Audio-visual Singing Voice Separation
| Juan F. MontesinosVenkatesh S. KadandaleGloria Haro
2021-04-20
Imaginative Walks: Generative Random Walk Deviation Loss for Improved Unseen Learning Representation
Mohamed ElhoseinyDivyansh JhaKai YiIvan Skorokhodov
2021-04-20
Improving state-of-the-art in Detecting Student Engagement with Resnet and TCN Hybrid Network
| Ali AbediShehroz S. Khan
2021-04-20
A novel Time-frequency Transformer and its Application in Fault Diagnosis of Rolling Bearings
Yifei DingMinping JiaQiuhua MiaoYudong Cao
2021-04-19
TransCrowd: Weakly-Supervised Crowd Counting with Transformer
| Dingkang LiangXiwu ChenWei XuYu ZhouXiang Bai
2021-04-19
RingCNN: Exploiting Algebraically-Sparse Ring Tensors for Energy-Efficient CNN-Based Computational Imaging
Chao-Tsung Huang
2021-04-19
Scalable Bayesian Deep Learning with Kernel Seed Networks
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2021-04-19
TetraPackNet: Four-Corner-Based Object Detection in Logistics Use-Cases
Laura DörrFelix BrandtAlexander NaumannMartin Pouls
2021-04-19
Few-shot learning via tensor hallucination
Michalis LazarouYannis AvrithisTania Stathaki
2021-04-19
Writing in The Air: Unconstrained Text Recognition from Finger Movement Using Spatio-Temporal Convolution
| Ue-Hwan KimYewon HwangSun-Kyung LeeJong-Hwan Kim
2021-04-19
Memory Efficient 3D U-Net with Reversible Mobile Inverted Bottlenecks for Brain Tumor Segmentation
Mihir PendseVithursan ThangarasaVitaliy ChileyRyan HolmdahlJoel HestnessDennis Decoste
2021-04-19
Interpreting intermediate convolutional layers of CNNs trained on raw speech
Gašper BegušAlan Zhou
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Image Modeling with Deep Convolutional Gaussian Mixture Models
Alexander GepperthBenedikt Pfülb
2021-04-19
Gaussian Dynamic Convolution for Efficient Single-Image Segmentation
Xin SunChangrui ChenXiaorui WangJunyu DongHuiyu ZhouSheng Chen
2021-04-18
OSKDet: Towards Orientation-sensitive Keypoint Localization for Rotated Object Detection
Dongchen Lu
2021-04-18
An Uncertainty-aware Hierarchical Probabilistic Network for Early Prediction, Quantification and Segmentation of Pulmonary Tumour Growth
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2021-04-18
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2021-04-18
DW-GAN: A Discrete Wavelet Transform GAN for NonHomogeneous Dehazing
| Minghan FuHuan LiuYankun YuJun ChenKeyan Wang
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RefineMask: Towards High-Quality Instance Segmentation with Fine-Grained Features
| Gang ZhangXin LuJingru TanJianmin LiZhaoxiang ZhangQuanquan LiXiaolin Hu
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Taesung KwonJong Chul Ye
2021-04-17
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Advanced Deep Networks for 3D Mitochondria Instance Segmentation
| Mingxing LiChang ChenXiaoyu LiuWei HuangYueyi ZhangZhiwei Xiong
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Efficient and Generic 1D Dilated Convolution Layer for Deep Learning
| Narendra ChaudharySanchit MisraDhiraj KalamkarAlexander HeineckeEvangelos GeorganasBarukh ZivMenachem AdelmanBharat Kaul
2021-04-16
Integrating Domain Knowledge in Data-driven Earth Observation with Process Convolutions
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LAI Estimation of Cucumber Crop Based on Improved Fully Convolutional Network
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2021-04-16
High Performance Convolution Using Sparsity and Patterns for Inference in Deep Convolutional Neural Networks
Hossam AmerAhmed H. SalamahAhmad SajediEn-hui Yang
2021-04-16
Variational Co-embedding Learning for Attributed Network Clustering
Shuiqiao YangSunny VermaBorui CaiJiaojiao JiangKun YuFang ChenShui Yu
2021-04-15
Deep learning for COVID-19 diagnosis based feature selection using binary differential evolution algorithm
Mohammad Saber IrajiMohammad-Reza Feizi-DerakhshiJafar Tanha
2021-04-15
Ransomware Detection Using Deep Learning in the SCADA System of Electric Vehicle Charging Station
Manoj BasnetSubash PoudyalMohd. Hasan AliDipankar Dasgupta
2021-04-15
Towards end-to-end F0 voice conversion based on Dual-GAN with convolutional wavelet kernels
Clément Le Moine VeillonNicolas ObinAxel Roebel
2021-04-15
A Simple Baseline for StyleGAN Inversion
| Tianyi WeiDongdong ChenWenbo ZhouJing LiaoWeiming ZhangLu YuanGang HuaNenghai Yu
2021-04-15
Image Super-Resolution via Iterative Refinement
Chitwan SahariaJonathan HoWilliam ChanTim SalimansDavid J. FleetMohammad Norouzi
2021-04-15
BAM: A Lightweight and Efficient Balanced Attention Mechanism for Single Image Super Resolution
| Fanyi WangHaotian HuCheng Shen
2021-04-15
Points as Queries: Weakly Semi-supervised Object Detection by Points
Liangyu ChenTong YangXiangyu ZhangWei zhangJian Sun
2021-04-15
Vision Transformer using Low-level Chest X-ray Feature Corpus for COVID-19 Diagnosis and Severity Quantification
Sangjoon ParkGwanghyun KimYujin OhJoon Beom SeoSang Min LeeJin Hwan KimSungjun MoonJae-Kwang LimJong Chul Ye
2021-04-15
mlf-core: a framework for deterministic machine learning
Lukas HeumosPhilipp EhmeleKevin MendenLuis Kuhn CuellarEdmund MillerSteffen LemkeGisela GabernetSven Nahnsen
2021-04-15
Estimation of atrial fibrillation from lead-I ECGs: Comparison with cardiologists and machine learning model (CurAlive), a clinical validation study
N. KorucukC. PolatE. S. GunduzO. KaramanV. TosunM. OnacN. YildirimY. CeteK. Polat
2021-04-15
AsymmNet: Towards ultralight convolution neural networks using asymmetrical bottlenecks
Haojin YangZhen ShenYucheng Zhao
2021-04-15
Spatial-Temporal Correlation and Topology Learning for Person Re-Identification in Videos
Jiawei LiuZheng-Jun ZhaWei WuKecheng ZhengQibin Sun
2021-04-15
Meta Faster R-CNN: Towards Accurate Few-Shot Object Detection with Attentive Feature Alignment
Guangxing HanShiyuan HuangJiawei MaYicheng HeShih-Fu Chang
2021-04-15
Discrete Cosine Transform Network for Guided Depth Map Super-Resolution
Zixiang ZhaoJiangshe ZhangShuang XuChunxia ZhangJunmin Liu
2021-04-14
Change Detection in Synthetic Aperture Radar Images Using a Dual-Domain Network
| Xiaofan QuFeng GaoJunyu DongQian DuHeng-Chao Li
2021-04-14
A Hyperbolic-to-Hyperbolic Graph Convolutional Network
Jindou DaiYuwei WuZhi GaoYunde Jia
2021-04-14
An Introduction of mini-AlphaStar
| Ruo-Ze LiuWenhai WangYanjie ShenZhiqi LiYang YuTong Lu
2021-04-14
Dewarping Document Image By Displacement Flow Estimation with Fully Convolutional Network
| Guo-Wang XieFei YinXu-Yao ZhangCheng-Lin Liu
2021-04-14
VOLDOR: Visual Odometry from Log-logistic Dense Optical flow Residuals
| Zhixiang MinYiding YangEnrique Dunn
2021-04-14
Classifying herbal medicine origins by temporal and spectral data mining of electronic nose
| Li LiuXianghao ZhanZiheng DuanYi WuRumeng WuXiaoqing GuanZhan WangYou WangGuang Li
2021-04-14
Orthogonalizing Convolutional Layers with the Cayley Transform
| Asher TrockmanJ. Zico Kolter
2021-04-14
Fast Walsh-Hadamard Transform and Smooth-Thresholding Based Binary Layers in Deep Neural Networks
Hongyi PanDiaa DabawiAhmet Enis Cetin
2021-04-14
On the Design of Deep Priors for Unsupervised Audio Restoration
| Vivek Sivaraman NarayanaswamyJayaraman J. ThiagarajanAndreas Spanias
2021-04-14
VR3Dense: Voxel Representation Learning for 3D Object Detection and Monocular Dense Depth Reconstruction
| Shubham Shrivastava
2021-04-13
PHI-MVS: Plane Hypothesis Inference Multi-view Stereo for Large-Scale Scene Reconstruction
Shang SunYunan ZhengXuelei ShiZhenyu XuYiguang Liu
2021-04-13
Mitigating Adversarial Attack for Compute-in-Memory Accelerator Utilizing On-chip Finetune
Shanshi HuangHongwu JiangShimeng Yu
2021-04-13
Pointly-Supervised Instance Segmentation
| Bowen ChengOmkar ParkhiAlexander Kirillov
2021-04-13
Lite-HRNet: A Lightweight High-Resolution Network
| Changqian YuBin XiaoChangxin GaoLu YuanLei ZhangNong SangJingdong Wang
2021-04-13
Learning and Planning in Complex Action Spaces
Thomas HubertJulian SchrittwieserIoannis AntonoglouMohammadamin BarekatainSimon SchmittDavid Silver
2021-04-13
Online and Offline Reinforcement Learning by Planning with a Learned Model
Julian SchrittwieserThomas HubertAmol MandhaneMohammadamin BarekatainIoannis AntonoglouDavid Silver
2021-04-13
Deep Deterministic Path Following
Georg HessWilliam Ljungbergh
2021-04-13
TASAC: Temporally Abstract Soft Actor-Critic for Continuous Control
| Haonan YuWei XuHaichao Zhang
2021-04-13
Learning dynamic and hierarchical traffic spatiotemporal features with Transformer
Haoyang YanXiaolei Ma
2021-04-12
LocalViT: Bringing Locality to Vision Transformers
| Yawei LiKai ZhangJieZhang CaoRadu TimofteLuc van Gool
2021-04-12
Towards Efficient Graph Convolutional Networks for Point Cloud Handling
Yawei LiHe ChenZhaopeng CuiRadu TimofteMarc PollefeysGregory ChirikjianLuc van Gool
2021-04-12
Cloth Interactive Transformer for Virtual Try-On
| Bin RenHao TangFanyang MengRunwei DingLing ShaoPhilip H. S. TorrNicu Sebe
2021-04-12
Dual-Octave Convolution for Accelerated Parallel MR Image Reconstruction
| Chun-Mei FengZhanyuan YangGeng ChenYong XuLing Shao
2021-04-12
Optimizing the Whole-life Cost in End-to-end CNN Acceleration
JiaQi ZhangXiangru ChenSandip RayTao Li
2021-04-12
Look Closer to Segment Better: Boundary Patch Refinement for Instance Segmentation
| Chufeng TangHang ChenXiao LiJianmin LiZhaoxiang ZhangXiaolin Hu
2021-04-12
A coevolutionary approach to deep multi-agent reinforcement learning
| Daan KlijnA. E. Eiben
2021-04-12
ENOS: Energy-Aware Network Operator Search for Hybrid Digital and Compute-in-Memory DNN Accelerators
Shamma NasrinAhish ShylendraYuti KadakiaNick IlievWilfred GomesTheja TulabandhulaAmit Ranjan Trivedi
2021-04-12
Complex Spectral Mapping With Attention Based Convolution Recurrent Neural Network for Speech Enhancement
Liming ZhouYongyu GaoZiluo WangJiwei LiWenbin Zhang
2021-04-12
Deep Reinforcement Learning Based Controller for Active Heave Compensation
Shrenik ZinageAbhilash Somayajula
2021-04-12
Semantic Segmentation with Generative Models: Semi-Supervised Learning and Strong Out-of-Domain Generalization
Daiqing LiJunlin YangKarsten KreisAntonio TorralbaSanja Fidler
2021-04-12
A Recipe for Global Convergence Guarantee in Deep Neural Networks
Kenji KawaguchiQingyun Sun
2021-04-12
COVID-19 detection using chest X-rays: is lung segmentation important for generalization?
Pedro R. A. S. BassiRomis Attux
2021-04-12
Detecting Vehicle Type and License Plate Number of different Vehicles on Images
Aashna AhujaArindam Chaudhuri
2021-04-12
Research on Optimization Method of Multi-scale Fish Target Fast Detection Network
Yang LiuShengmao ZhangFei WangWei FanGuohua ZouJing Bo
2021-04-11
Detecting COVID-19 and Community Acquired Pneumonia using Chest CT scan images with Deep Learning
| Shubham ChaudharySadbhawnaVinit JakhetiyaBadri N SubudhiUjjwal BaidSharath Chandra Guntuku
2021-04-11
One Ring to Rule Them All: a simple solution to multi-view 3D-Reconstruction of shapes with unknown BRDF via a small Recurrent ResNet
Ziang ChengHongdong LiRichard HartleyYinqiang ZhengImari Sato
2021-04-11
Unified Source-Filter GAN: Unified Source-filter Network Based On Factorization of Quasi-Periodic Parallel WaveGAN
| Reo YoneyamaYi-Chiao WuTomoki Toda
2021-04-10
Target-Aware Object Discovery and Association for Unsupervised Video Multi-Object Segmentation
Tianfei ZhouJianwu LiXueyi LiLing Shao
2021-04-10
MobileStyleGAN: A Lightweight Convolutional Neural Network for High-Fidelity Image Synthesis
| Sergei Belousov
2021-04-10
Look Before You Leap: Learning Landmark Features for One-Stage Visual Grounding
| Binbin HuangDongze LianWeixin LuoShenghua Gao
2021-04-09
Combined Depth Space based Architecture Search For Person Re-identification
Hanjun LiGaojie WuWei-Shi Zheng
2021-04-09
Towards Fine-grained Visual Representations by Combining Contrastive Learning with Image Reconstruction and Attention-weighted Pooling
| Jonas DippelSteffen DippelJohannes Höhne
2021-04-09
Image-based Virtual Fitting Room
| Zhiling HuangJunwen BuJie Chen
2021-04-08
DenResCov-19: A deep transfer learning network for robust automatic classification of COVID-19, pneumonia, and tuberculosis from X-rays
Michail MamalakisAndrew J. SwiftBart VorselaarsSurajit RaySimonne WeeksWeiping DingRichard H. ClaytonLouise S. MackenzieAbhirup Banerjee
2021-04-08
ACERAC: Efficient reinforcement learning in fine time discretization
Paweł WawrzyńskiJakub Łyskawa
2021-04-08
Learning Graph Structures with Transformer for Multivariate Time Series Anomaly Detection in IoT
Zekai ChenDingshuo ChenZixuan YuanXiuzhen ChengXiao Zhang
2021-04-08
M-Net with Bidirectional ConvLSTM for Cup and Disc Segmentation in Fundus Images
Maleeha Khalid KhanSyed Muhammad Anwar
2021-04-08
PDO-e$\text{S}^\text{2}$CNNs: Partial Differential Operator Based Equivariant Spherical CNNs
Zhengyang ShenTiancheng ShenZhouchen LinJinwen Ma
2021-04-08
Field Convolutions for Surface CNNs
Thomas W. MitchelVladimir G. KimMichael Kazhdan
2021-04-08
Progressive Temporal Feature Alignment Network for Video Inpainting
| Xueyan ZouLinjie YangDing LiuYong Jae Lee
2021-04-08
Speech Denoising without Clean Training Data: a Noise2Noise Approach
| Madhav Mahesh KashyapAnuj TambwekarKrishnamoorthy ManoharaS Natarajan
2021-04-08
Enhancing Object Detection for Autonomous Driving by Optimizing Anchor Generation and Addressing Class Imbalance
| Manuel Carranza-GarcíaPedro Lara-BenítezJorge García-GutiérrezJosé C. Riquelme
2021-04-08
A transfer-learning approach for lesion detection in endoscopic images from the urinary tract
Jorge F. LazoSara MocciaAldo MarzulloMichele CatellaniOttavio De CobelliBenoit RosaMichel de MathelinElena De Momi
2021-04-08
Does Your Dermatology Classifier Know What It Doesn't Know? Detecting the Long-Tail of Unseen Conditions
Abhijit Guha RoyJie RenShekoofeh AziziAaron LohVivek NatarajanBasil MustafaNick PawlowskiJan FreybergYuAn LiuZach BeaverNam VoPeggy BuiSamantha WinterPatricia MacWilliamsGreg S. CorradoUmesh TelangYun LiuTaylan CemgilAlan KarthikesalingamBalaji LakshminarayananJim Winkens
2021-04-08
Graph Attention Networks for Anti-Spoofing
Hemlata TakJee-weon JungJose PatinoMassimiliano TodiscoNicholas Evans
2021-04-08
Rethinking and Improving the Robustness of Image Style Transfer
Pei WangYijun LiNuno Vasconcelos
2021-04-08
Multi-Density Attention Network for Loop Filtering in Video Compression
Zhao WangChangyue MaYan Ye
2021-04-08
DG-Font: Deformable Generative Networks for Unsupervised Font Generation
| Yangchen XieXinyuan ChenLi SunYue Lu
2021-04-07
A matrix math facility for Power ISA(TM) processors
José E. MoreiraKit BartonSteven BattlePeter BergnerRamon BertranPuneeth BhatPedro CaldeiraDavid EdelsohnGordon FossumBrad FreyNemanja IvanovicChip KerchnerVincent LimShakti KapoorTulio Machado FilhoSilvia Melitta MuellerBrett OlssonSatish SadasivamBaptiste SaleilBill SchmidtRajalakshmi SrinivasaraghavanShricharan SrivatsanBrian ThomptoAndreas WagnerNelson Wu
2021-04-07
Deep Implicit Statistical Shape Models for 3D Medical Image Delineation
Ashwin RajuShun MiaoChi-Tung ChengLe LuMei HanJing XiaoChien-Hung LiaoJunzhou HuangAdam P. Harrison
2021-04-07
V2F-Net: Explicit Decomposition of Occluded Pedestrian Detection
Mingyang ShangDawei XiangZhicheng WangErjin Zhou
2021-04-07
Analysis Towards Classification of Infection and Ischaemia of Diabetic Foot Ulcers
Moi Hoon YapBill CassidyJoseph M. PappachanClaire O'SheaDavid GillespieNeil Reeves
2021-04-07
Artificial and beneficial -- Exploiting artificial images for aerial vehicle detection
Immanuel WeberJens BongartzRibana Roscher
2021-04-07
Sparse Oblique Decision Trees: A Tool to Understand and Manipulate Neural Net Features
Suryabhan Singh HadaMiguel Á. Carreira-PerpiñánArman Zharmagambetov
2021-04-07
Partially-Connected Differentiable Architecture Search for Deepfake and Spoofing Detection
Wanying GeMichele PanarielloJose PatinoMassimiliano TodiscoNicholas Evans
2021-04-07
Multiple instance active learning for object detection
| Tianning YuanFang WanMengying FuJianzhuang LiuSongcen XuXiangyang JiQixiang Ye
2021-04-06
Multi-Scale Context Aggregation Network with Attention-Guided for Crowd Counting
| Xin WangYang ZhaoTangwen YangQiuqi Ruan
2021-04-06
Brain Tumors Classification for MR images based on Attention Guided Deep Learning Model
Yuhao ZhangShuhang WangHaoxiang WuKejia HuShufan Ji
2021-04-06
Multi-hierarchical Convolutional Network for Efficient Remote Photoplethysmograph Signal and Heart Rate Estimation from Face Video Clips
Panpan ZhangBin LiJinye PengWei Jiang
2021-04-06
MuSLCAT: Multi-Scale Multi-Level Convolutional Attention Transformer for Discriminative Music Modeling on Raw Waveforms
Kai MiddlebrookShyam SudhakaranDavid Guy Brizan
2021-04-06
Speaker embeddings by modeling channel-wise correlations
Themos StafylakisJohan RohdinLukas Burget
2021-04-06
Weakly Supervised Video Salient Object Detection
| Wangbo ZhaoJing ZhangLong LiNick BarnesNian LiuJunwei Han
2021-04-06
Pyramid U-Net for Retinal Vessel Segmentation
Jiawei ZhangYanchun ZhangXiaowei Xu
2021-04-06
Content-Aware GAN Compression
Yuchen LiuZhixin ShuYijun LiZhe LinFederico PerazziS. Y. Kung
2021-04-06
ODE Transformer: An Ordinary Differential Equation-Inspired Model for Neural Machine Translation
Bei LiQuan DuTao ZhouShuhan ZhouXin ZengTong XiaoJingbo Zhu
2021-04-06
Visual Alignment Constraint for Continuous Sign Language Recognition
Yuecong MinAiming HaoXiujuan ChaiXilin Chen
2021-04-06
Integrating Frequency Translational Invariance in TDNNs and Frequency Positional Information in 2D ResNets to Enhance Speaker Verification
Jenthe ThienpondtBrecht DesplanquesKris Demuynck
2021-04-06
On the Applicability of Synthetic Data for Face Recognition
Haoyu ZhangMarcel GrimmerRaghavendra RamachandraKiran RajaChristoph Busch
2021-04-06
First arrival picking using U-net with Lovasz loss and nearest point picking method
Pengyu YuanWenyi HuXuqing WuJiefu ChenHien Van Nguyen
2021-04-06
A fully automated end-to-end process for fluorescence microscopy images of yeast cells: From segmentation to detection and classification
Asmaa HajaLambert R. B. Schomaker
2021-04-06
Progressive extension of reinforcement learning action dimension for asymmetric assembly tasks
Yuhang GaiJiuming GuoDan WuKen Chen
2021-04-06
Potential Convolution: Embedding Point Clouds into Potential Fields
Dengsheng ChenHaowen DengJun LiDuo LiYao DuanKai Xu
2021-04-05
Using spatial-temporal ensembles of convolutional neural networks for lumen segmentation in ureteroscopy
Jorge F. LazoAldo MarzulloSara MocciaMichele CatellaniBenoit RosaMichel de MathelinElena De Momi
2021-04-05
GSECnet: Ground Segmentation of Point Clouds for Edge Computing
Dong HeJie ChengJong-Hwan Kim
2021-04-05
Insight about Detection, Prediction and Weather Impact of Coronavirus (Covid-19) using Neural Network
A K M Bahalul HaqueTahmid Hasan PrantoAbdulla All NomanAtik Mahmood
2021-04-05
Lipstick ain't enough: Beyond Color Matching for In-the-Wild Makeup Transfer
| Thao NguyenAnh TranMinh Hoai
2021-04-05
Graph Sampling Based Deep Metric Learning for Generalizable Person Re-Identification
| Shengcai LiaoLing Shao
2021-04-04
SGCN:Sparse Graph Convolution Network for Pedestrian Trajectory Prediction
| Liushuai ShiLe WangChengjiang LongSanping ZhouMo ZhouZhenxing NiuGang Hua
2021-04-04
PDWN: Pyramid Deformable Warping Network for Video Interpolation
Zhiqi ChenRan WangHaojie LiuYao Wang
2021-04-04
Weakly-supervised Instance Segmentation via Class-agnostic Learning with Salient Images
Xinggang WangJiapei FengBin HuQi DingLongjin RanXiaoxin ChenWenyu Liu
2021-04-04
Attention Back-end for Automatic Speaker Verification with Multiple Enrollment Utterances
| Chang ZengXin WangErica CooperJunichi Yamagishi
2021-04-04
Uncertainty for Identifying Open-Set Errors in Visual Object Detection
Dimity MillerNiko SünderhaufMichael MilfordFeras Dayoub
2021-04-03
MR-Contrast-Aware Image-to-Image Translations with Generative Adversarial Networks
Jonas DenckJens GuehringAndreas MaierEva Rothgang
2021-04-03
Learning Mobile CNN Feature Extraction Toward Fast Computation of Visual Object Tracking
Tsubasa MurateTakashi WatanabeMasaki Yamada
2021-04-03
Recursively Refined R-CNN: Instance Segmentation with Self-RoI Rebalancing
| Leonardo RossiAkbar KarimiAndrea Prati
2021-04-03
Efficient DETR: Improving End-to-End Object Detector with Dense Prior
Zhuyu YaoJiangbo AiBoxun LiChi Zhang
2021-04-03
Deep Feature CycleGANs: Speaker Identity Preserving Non-parallel Microphone-Telephone Domain Adaptation for Speaker Verification
Saurabh KatariaJesús VillalbaPiotr ŻelaskoLaureano Moro-VelázquezNajim Dehak
2021-04-03
SetConv: A New Approach for Learning from Imbalanced Data
Yang GaoYi-Fan LiYu LinCharu AggarwalLatifur Khan
2021-04-03
Plot2API: Recommending Graphic API from Plot via Semantic Parsing Guided Neural Network
| Zeyu WangSheng HuangZhongxin LiuMeng YanXin XiaBei WangDan Yang
2021-04-02
Deep ensembles based on Stochastic Activation Selection for Polyp Segmentation
Alessandra LuminiLoris NanniGianluca Maguolo
2021-04-02
Developing a New Autism Diagnosis Process Based on a Hybrid Deep Learning Architecture Through Analyzing Home Videos
Spencer HeRyan Liu
2021-04-02
LeViT: a Vision Transformer in ConvNet's Clothing for Faster Inference
| Ben GrahamAlaaeldin El-NoubyHugo TouvronPierre StockArmand JoulinHervé JégouMatthijs Douze
2021-04-02
Prediction of Tuberculosis using U-Net and segmentation techniques
Dennis Núñez-FernándezLamberto BallanGabriel Jiménez-AvalosJorge CoronelPatricia SheenMirko Zimic
2021-04-02
Inference of Recyclable Objects with Convolutional Neural Networks
Jaime CaballeroFrancisco VergaraRandal MirandaJosé Serracín
2021-04-02
Multi-class motion-based semantic segmentation for ureteroscopy and laser lithotripsy
Soumya GuptaSharib AliLouise GoldsmithBen TurneyJens Rittscher
2021-04-02
A Semantic Segmentation Network for Urban-Scale Building Footprint Extraction Using RGB Satellite Imagery
| Aatif JiwaniShubhrakanti GangulyChao DingNan ZhouDavid M. Chan
2021-04-02
Text to Image Generation with Semantic-Spatial Aware GAN
| Kai HuWentong LiaoMichael Ying YangBodo Rosenhahn
2021-04-01
Students are the Best Teacher: Exit-Ensemble Distillation with Multi-Exits
Hojung LeeJong-Seok Lee
2021-04-01
The surprising impact of mask-head architecture on novel class segmentation
| Vighnesh BirodkarZhichao LuSiyang LiVivek RathodJonathan Huang
2021-04-01
One-Shot Neural Ensemble Architecture Search by Diversity-Guided Search Space Shrinking
| Minghao ChenHouwen PengJianlong FuHaibin Ling
2021-04-01
SCALoss: Side and Corner Aligned Loss for Bounding Box Regression
Tu ZhengShuai ZhaoYang LiuZili LiuDeng Cai
2021-04-01
Anchor Pruning for Object Detection
Maxim BonnaerensMatthias FreibergerJoni Dambre
2021-04-01
Training Multi-bit Quantized and Binarized Networks with A Learnable Symmetric Quantizer
| Phuoc PhamJacob AbrahamJaeyong Chung
2021-04-01
CycleDRUMS: Automatic Drum Arrangement For Bass Lines Using CycleGAN
Giorgio BarnabòGiovanni TrappoliniLorenzo LastillaCesare CampagnanoAngela FanFabio PetroniFabrizio Silvestri
2021-04-01
Dogfight: Detecting Drones from Drones Videos
| Muhammad Waseem AshrafWaqas SultaniMubarak Shah
2021-03-31
Low-dimensional Denoising Embedding Transformer for ECG Classification
Jian GuanWenbo WangPengming FengXinxin WangWenwu Wang
2021-03-31
Facial expression and attributes recognition based on multi-task learning of lightweight neural networks
| Savchenko A.V.
2021-03-31
Identifying Co-Adaptation of Algorithmic and Implementational Innovations in Deep Reinforcement Learning: A Taxonomy and Case Study of Inference-based Algorithms
| Hiroki FurutaTadashi KozunoTatsuya MatsushimaYutaka MatsuoShixiang Shane Gu
2021-03-31
Fast and Accurate Emulation of the SDO/HMI Stokes Inversion with Uncertainty Quantification
| Richard E. L. HigginsDavid F. FouheyDichang ZhangSpiro K. AntiochosGraham BarnesTodd HoeksemaKD LekaYang Liu Peter W. SchuckTamas I. Gombosi
2021-03-31
StyleCLIP: Text-Driven Manipulation of StyleGAN Imagery
| Or PatashnikZongze WuEli ShechtmanDaniel Cohen-OrDani Lischinski
2021-03-31
Scale-aware Automatic Augmentation for Object Detection
| Yukang ChenYanwei LiTao KongLu QiRuihang ChuLei LIJiaya Jia
2021-03-31
A Closer Look at Fourier Spectrum Discrepancies for CNN-generated Images Detection
| Keshigeyan ChandrasegaranNgoc-Trung TranNgai-Man Cheung
2021-03-31
Classification of Hematoma: Joint Learning of Semantic Segmentation and Classification
Hokuto HiranoTsuyoshi Okita
2021-03-31
Facial expression and attributes recognition based on multi-task learning of lightweight neural networks
| Andrey V. Savchenko
2021-03-31
Using depth information and colour space variations for improving outdoor robustness for instance segmentation of cabbage
Nils LülingDavid ReiserAlexander StanaH. W. Griepentrog
2021-03-31
A Novel Deep ML Architecture by Integrating Visual Simultaneous Localization and Mapping (vSLAM) into Mask R-CNN for Real-time Surgical Video Analysis
Ella Selina Lan
2021-03-31
Self-Regression Learning for Blind Hyperspectral Image Fusion Without Label
Wu WangYue HuangXinhao Ding
2021-03-31
Multi-Class Multi-Instance Count Conditioned Adversarial Image Generation
Amrutha SaseendranKathrin SkubchMargret Keuper
2021-03-31
Adversarial Attacks and Defenses for Speech Recognition Systems
Piotr ŻelaskoSonal JoshiYiwen ShaoJesus VillalbaJan TrmalNajim DehakSanjeev Khudanpur
2021-03-31
Scalable Visual Attribute Extraction through Hidden Layers of a Residual ConvNet
Andres BaloianNils Murrugarra-LlerenaJose M. Saavedra
2021-03-31
NetAdaptV2: Efficient Neural Architecture Search with Fast Super-Network Training and Architecture Optimization
Tien-Ju YangYi-Lun LiaoVivienne Sze
2021-03-31
Convolutional Dynamic Alignment Networks for Interpretable Classifications
Moritz BöhleMario FritzBernt Schiele
2021-03-31
Drowsiness Detection Based On Driver Temporal Behavior Using a New Developed Dataset
Farnoosh FarajiFaraz LotfiJavad KhorramdelAli NajafiAli Ghaffari
2021-03-31
DeepWORD: A GCN-based Approach for Owner-Member Relationship Detection in Autonomous Driving
Zizhang WuMan WangJason WangWenkai ZhangMuqing FangTianhao Xu
2021-03-30
Improving robustness against common corruptions with frequency biased models
Tonmoy SaikiaCordelia SchmidThomas Brox
2021-03-30
cuConv: A CUDA Implementation of Convolution for CNN Inference
Marc JordàPedro Valero-LaraAntonio J. Peña
2021-03-30
Benchmarking Representation Learning for Natural World Image Collections
| Grant van HornElijah ColeSara BeeryKimberly WilberSerge BelongieOisin Mac Aodha
2021-03-30
Differentiable Network Adaption with Elastic Search Space
Shaopeng GuoYujie WangKun YuanQuanquan Li
2021-03-30
Automatic airway segmentation from Computed Tomography using robust and efficient 3-D convolutional neural networks
| A. Garcia-Uceda JuarezR. SelvanZ. SaghirH. A. W. M. TiddensM. de Bruijne
2021-03-30
Automated Cleanup of the ImageNet Dataset by Model Consensus, Explainability and Confident Learning
| Csaba Kertész
2021-03-30
Diagonal Attention and Style-based GAN for Content-Style Disentanglement in Image Generation and Translation
Gihyun KwonJong Chul Ye
2021-03-30
Fully Convolutional Scene Graph Generation
Hengyue LiuNing YanMasood S. MortazaviBir Bhanu
2021-03-30
Identity-Aware CycleGAN for Face Photo-Sketch Synthesis and Recognition
Yuke FangJiani HuWeihong Deng
2021-03-30
Nonlinear Weighted Directed Acyclic Graph and A Priori Estimates for Neural Networks
Yuqing LiTao LuoChao Ma
2021-03-30
Enabling Homomorphically Encrypted Inference for Large DNN Models
Guillermo Lloret-TalaveraMarc JordaHarald ServatFabian BoemerChetan ChauhanShigeki TomishimaNilesh N. ShahAntonio J. Peña
2021-03-30
Automatic Graph Partitioning for Very Large-scale Deep Learning
Masahiro TanakaKenjiro TauraToshihiro HanawaKentaro Torisawa
2021-03-30
Unsupervised Disentanglement of Linear-Encoded Facial Semantics
Yutong ZhengYu-Kai HuangRan TaoZhiqiang ShenMarios Savvides
2021-03-30
Enhanced Boundary Learning for Glass-like Object Segmentation
Hao HeXiangtai LiGuangliang ChengJianping ShiYunhai TongGaofeng MengVéronique PrinetLubin Weng
2021-03-29
RAN-GNNs: breaking the capacity limits of graph neural networks
Diego ValsesiaGiulia FracastoroEnrico Magli
2021-03-29
Translating Numerical Concepts for PDEs into Neural Architectures
Tobias AltPascal PeterJoachim WeickertKarl Schrader
2021-03-29
Multi-Scale Vision Longformer: A New Vision Transformer for High-Resolution Image Encoding
| Pengchuan ZhangXiyang DaiJianwei YangBin XiaoLu YuanLei ZhangJianfeng Gao
2021-03-29
Rethinking Neural Operations for Diverse Tasks
| Nicholas RobertsMikhail KhodakTri DaoLiam LiChristopher RéAmeet Talwalkar
2021-03-29
Classification of Seeds using Domain Randomization on Self-Supervised Learning Frameworks
Venkat MargapuriMitchell Neilsen
2021-03-29
FixNorm: Dissecting Weight Decay for Training Deep Neural Networks
Yucong ZhouYunxiao SunZhao Zhong
2021-03-29
Generalizing to the Open World: Deep Visual Odometry with Online Adaptation
Shunkai LiXin WuYingdian CaoHongbin Zha
2021-03-29
Industry Scale Semi-Supervised Learning for Natural Language Understanding
Luoxin ChenFrancisco GarciaVarun KumarHe XieJianhua Lu
2021-03-29
Automating Defense Against Adversarial Attacks: Discovery of Vulnerabilities and Application of Multi-INT Imagery to Protect Deployed Models
Josh KalinDavid NoeverMatthew CiolinoDominick HambrickGerry Dozier
2021-03-29
Rethinking ResNets: Improved Stacking Strategies With High Order Schemes
Zhengbo LuoZitang SunWeilian ZhouSei-ichiro Kamata
2021-03-28
BCNN: Binary Complex Neural Network
Yanfei LiTong GengAng LiHuimin Yu
2021-03-28
TS-CAM: Token Semantic Coupled Attention Map for Weakly Supervised Object Localization
Wei GaoFang WanXingjia PanZhiliang PengQi TianZhenjun HanBolei ZhouQixiang Ye
2021-03-27
Self-adaptive Torque Vectoring Controller Using Reinforcement Learning
Shayan TaherianSampo KuuttiMarco ViscaSaber Fallah
2021-03-27
Instance segmentation with the number of clusters incorporated in embedding learning
Jianfeng CaoHong Yan
2021-03-27
Labels4Free: Unsupervised Segmentation using StyleGAN
Rameen AbdalPeihao ZhuNiloy MitraPeter Wonka
2021-03-27
Representation, Analysis of Bayesian Refinement Approximation Network: A Survey
Ningbo ZhuFei Yang
2021-03-27
COVID-19 personal protective equipment detection using real-time deep learning methods
| Shayan KhosravipourErfan TaghvaeiNasrollah Moghadam Charkari
2021-03-27
Few-shot Semantic Image Synthesis Using StyleGAN Prior
Yuki EndoYoshihiro Kanamori
2021-03-27
PAConv: Position Adaptive Convolution with Dynamic Kernel Assembling on Point Clouds
| Mutian XuRunyu DingHengshuang ZhaoXiaojuan Qi
2021-03-26
Training a Better Loss Function for Image Restoration
Aamir MustafaAliaksei MikhailiukDan Andrei IliescuVarun BabbarRafal K. Mantiuk
2021-03-26
Understanding Robustness of Transformers for Image Classification
Srinadh BhojanapalliAyan ChakrabartiDaniel GlasnerDaliang LiThomas UnterthinerAndreas Veit
2021-03-26
Improve GAN-based Neural Vocoder using Pointwise Relativistic LeastSquare GAN
Congyi WangYu ChenBin WangYi Shi
2021-03-26
Online structural health monitoring by model order reduction and deep learning algorithms
Luca RosafalcoMatteo TorzoniAndrea ManzoniStefano MarianiAlberto Corigliano
2021-03-26
Evaluation of Preprocessing Techniques for U-Net Based Automated Liver Segmentation
Muhammad IslamKaleem Nawaz KhanMuhammad Salman Khan
2021-03-26
Detection, growth quantification and malignancy prediction of pulmonary nodules using deep convolutional networks in follow-up CT scans
Xavier Rafael-PalouAnton AubanellMario CeresaVicent RibasGemma PiellaMiguel A. González Ballester
2021-03-26
Distilling Object Detectors via Decoupled Features
| Jianyuan GuoKai HanYunhe WangHan WuXinghao ChenChunjing XuChang Xu
2021-03-26
3D Point Cloud Registration with Multi-Scale Architecture and Self-supervised Fine-tuning
| Sofiane HoracheJean-Emmanuel DeschaudFrançois Goulette
2021-03-26
On Generating Transferable Targeted Perturbations
| Muzammal NaseerSalman KhanMunawar HayatFahad Shahbaz KhanFatih Porikli
2021-03-26
A Practical Survey on Faster and Lighter Transformers
Quentin FournierGaétan Marceau CaronDaniel Aloise
2021-03-26
An Image is Worth 16x16 Words, What is a Video Worth?
| Gilad SharirAsaf NoyLihi Zelnik-Manor
2021-03-25
Asymmetric CNN for image super-resolution
| Chunwei TianYong XuWangMeng ZuoChia-Wen LinDavid Zhang
2021-03-25
SubSpectral Normalization for Neural Audio Data Processing
Simyung ChangHyoungwoo ParkJanghoon ChoHyunsin ParkSungrack YunKyuwoong Hwang
2021-03-25
Evidential fully convolutional network for semantic segmentation
Zheng TongPhilippe XuThierry Denœux
2021-03-25
InversionNet3D: Efficient and Scalable Learning for 3D Full Waveform Inversion
Qili ZengShihang FengBrendt WohlbergYouzuo Lin
2021-03-25
Deep-AIR: A Hybrid CNN-LSTM Framework for Air Quality Modeling in Metropolitan Cities
Yang HanQi ZhangVictor O. K. LiJacqueline C. K. Lam
2021-03-25
Equivariant Point Network for 3D Point Cloud Analysis
| Haiwei ChenShichen LiuWeikai ChenHao Li
2021-03-25
Shift-and-Balance Attention
| Chunjie LuoJianfeng ZhanTianshu HaoLei WangWanling Gao
2021-03-24
Non-Compression Auto-Encoder for Detecting Road Surface Abnormality via Vehicle Driving Noise
YeongHyeon ParkJongHee Jung
2021-03-24
Learning Fine-Grained Segmentation of 3D Shapes without Part Labels
Xiaogang WangXun SunXinyu CaoKai XuBin Zhou
2021-03-24
MSCFNet: A Lightweight Network With Multi-Scale Context Fusion for Real-Time Semantic Segmentation
Guangwei GaoGuoan XuYi YuJin XieJian YangDong Yue
2021-03-24
MANAS: Multi-Scale and Multi-Level Neural Architecture Search for Low-Dose CT Denoising
Zexin LuWenjun XiaYongqiang HuangHongming ShanHu ChenJiliu ZhouYi Zhang
2021-03-24
Matched sample selection with GANs for mitigating attribute confounding
| Chandan SinghGuha BalakrishnanPietro Perona
2021-03-24
ModGNN: Expert Policy Approximation in Multi-Agent Systems with a Modular Graph Neural Network Architecture
| Ryan KortvelesyAmanda Prorok
2021-03-24
Diverse Branch Block: Building a Convolution as an Inception-like Unit
| Xiaohan DingXiangyu ZhangJungong HanGuiguang Ding
2021-03-24
Machine Learning-based Automatic Graphene Detection with Color Correction for Optical Microscope Images
Hui-Ying SiaoSiyu QiZhi DingChia-Yu LinYu-Chiang HsiehTse-Ming Chen
2021-03-24
Efficient Multi-Objective Optimization for Deep Learning
| Michael RuchteJosif Grabocka
2021-03-24
A Framework for 3D Tracking of Frontal Dynamic Objects in Autonomous Cars
Faraz LotfiHamid D. Taghirad
2021-03-24
Efficient Deep Learning Pipelines for Accurate Cost Estimations Over Large Scale Query Workload
Johan Kok Zhi KangGauravSien Yi TanFeng ChengShixuan SunBingsheng He
2021-03-23
Leveraging Multi-domain, Heterogeneous Data using Deep Multitask Learning for Hate Speech Detection
Prashant KapilAsif Ekbal
2021-03-23
Learning Comprehensive Motion Representation for Action Recognition
Mingyu WuBoyuan JiangDonghao LuoJunchi YanYabiao WangYing TaiChengjie WangJilin LiFeiyue HuangXiaokang Yang
2021-03-23
Dilated SpineNet for Semantic Segmentation
Abdullah RashwanXianzhi DuXiaoqi YinJing Li
2021-03-23
Deep Learning for fully automatic detection, segmentation, and Gleason Grade estimation of prostate cancer in multiparametric Magnetic Resonance Images
| Oscar J. Pellicer-ValeroJosé L. Marenco JiménezVictor Gonzalez-PerezJuan Luis Casanova Ramón-BorjaIsabel Martín GarcíaMaría Barrios BenitoPaula Pelechano GómezJosé Rubio-BrionesMaría José RupérezJosé D. Martín-Guerrero
2021-03-23
Are all outliers alike? On Understanding the Diversity of Outliers for Detecting OODs
Ramneet KaurSusmit JhaAnirban RoyOleg SokolskyInsup Lee
2021-03-23
Watermark Faker: Towards Forgery of Digital Image Watermarking
Ruowei WangChenguo LinQijun ZhaoFeiyu Zhu
2021-03-23
RPATTACK: Refined Patch Attack on General Object Detectors
| Hao HuangYongtao WangZhaoyu ChenZhi TangWenqiang ZhangKai-Kuang Ma
2021-03-23
BossNAS: Exploring Hybrid CNN-transformers with Block-wisely Self-supervised Neural Architecture Search
| Changlin LiTao TangGuangrun WangJiefeng PengBing WangXiaodan LiangXiaojun Chang
2021-03-23
Generalizing Face Forgery Detection with High-frequency Features
Yuchen LuoYong ZhangJunchi YanWei Liu
2021-03-23
Detecting micro fractures with X-ray computed tomography
Dongwon LeeNikolaos KaradimitriouMatthias RufHolger Steeb
2021-03-23
Hardware Acceleration of Explainable Machine Learning using Tensor Processing Units
Zhixin PanPrabhat Mishra
2021-03-22
DeepViT: Towards Deeper Vision Transformer
| Daquan ZhouBingyi KangXiaojie JinLinjie YangXiaochen LianZihang JiangQibin HouJiashi Feng
2021-03-22
Large Motion Video Super-Resolution with Dual Subnet and Multi-Stage Communicated Upsampling
Hongying LiuPeng ZhaoZhubo RuanFanhua ShangYuanyuan Liu
2021-03-22
PriorityCut: Occlusion-guided Regularization for Warp-based Image Animation
Wai Ting CheungGyeongsu Chae
2021-03-22
SSD: A Unified Framework for Self-Supervised Outlier Detection
| Vikash SehwagMung ChiangPrateek Mittal
2021-03-22
Spatially Dependent U-Nets: Highly Accurate Architectures for Medical Imaging Segmentation
João B. S. CarvalhoJoão A. SantinhaĐorđe MiladinovićJoachim M. Buhmann
2021-03-22
Control Distance IoU and Control Distance IoU Loss Function for Better Bounding Box Regression
| Dong ChenDuoqian Miao
2021-03-22
Predicting brain-age from raw T 1 -weighted Magnetic Resonance Imaging data using 3D Convolutional Neural Networks
Lukas FischJan ErnstingNils R. WinterVincent HolsteinRamona LeeningsMarie BeisemannKelvin SarinkDaniel EmdenNils OpelRonny RedlichJonathan ReppleDominik GrotegerdSusanne MeinertNiklas WulmsHeike MinnerupJochen G. HirschThoralf NiendorfBeate EndemannFabian BambergThomas KrönckeAnnette PetersRobin BülowHenry VölzkeOyunbileg von StackelbergRamona Felizitas SowadeLale UmutluBörge SchmidtSvenja CaspersGerman National Cohort Study Center ConsortiumHarald KugelBernhard T. BauneTilo KircherBenjamin RisseUdo DannlowskiKlaus BergerTim Hahn
2021-03-22
A Batch Normalization Classifier for Domain Adaptation
| Matthew R. BehrendSean M. Robinson
2021-03-22
CFPNet: Channel-wise Feature Pyramid for Real-Time Semantic Segmentation
| Ange LouMurray Loew
2021-03-22
Transformers Solve the Limited Receptive Field for Monocular Depth Prediction
| Guanglei YangHao TangMingli DingNicu SebeElisa Ricci
2021-03-22
Prediction of lung and colon cancer through analysis of histopathological images by utilizing Pre-trained CNN models with visualization of class activation and saliency maps
Satvik GargSomya Garg
2021-03-22
Anchor-Free Person Search
| Yichao YanJinpeng LiJie QinSong BaiShengcai LiaoLi LiuFan ZhuLing Shao
2021-03-22
Fast Approximate Spectral Normalization for Robust Deep Neural Networks
Zhixin PanPrabhat Mishra
2021-03-22
ProgressiveSpinalNet architecture for FC layers
| Praveen Chopra
2021-03-21
Cross-Dataset Collaborative Learning for Semantic Segmentation
Li WangDong LiYousong ZhuLu TianYi Shan
2021-03-21
Deep Learning Based Detection for Spectrally Efficient FDM Systems
David PicardArsenia Chorti
2021-03-21
A Novel Upsampling and Context Convolution for Image Semantic Segmentation
Khwaja Monib SediqiHyo Jong Lee
2021-03-20
3M: Multi-style image caption generation using Multi-modality features under Multi-UPDOWN model
Chengxi LiBrent Harrison
2021-03-20
Efficient Subsampling for Generating High-Quality Images from Conditional Generative Adversarial Networks
| Xin DingYongwei WangZ. Jane WangWilliam J. Welch
2021-03-20
Stereo CenterNet based 3D Object Detection for Autonomous Driving
Yuguang ShiZhenqiang MiYu GuoXinjie Li
2021-03-20
Learning the Superpixel in a Non-iterative and Lifelong Manner
| Lei ZhuQi SheBin ZhangYanye LuZhilin LuDuo LiJie Hu
2021-03-19
Learning Multiscale Correlations for Human Motion Prediction
Honghong ZhouCaili GuoHao ZhangYanjun Wang
2021-03-19
CE-FPN: Enhancing Channel Information for Object Detection
Yihao LuoJuntao ZhangXiang CaoJingjuan GuoHaibo ShenTianjiang WangQi Feng
2021-03-19
GCN-ALP: Addressing Matching Collisions in Anchor Link Prediction
Hao GaoYongqing WangShanshan LyuHuaWei ShenXueqi Cheng
2021-03-19
Dynamic Transfer for Multi-Source Domain Adaptation
| Yunsheng LiLu YuanYinpeng ChenPei WangNuno Vasconcelos
2021-03-19
Deep Label Fusion: A 3D End-to-End Hybrid Multi-Atlas Segmentation and Deep Learning Pipeline
Long XieLaura E. M. WisseJiancong WangSadhana RavikumarTrevor GlennAnica LutherSydney LimDavid A. WolkPaul A. Yushkevich
2021-03-19
Transferable Model for Shape Optimization subject to Physical Constraints
Lukas HarschJohannes BurgbacherStefan Riedelbauch
2021-03-19
Carton dataset synthesis method for domain shift based on foreground texture decoupling and replacement
| Lijun GouShengkai WuJinrong YangHangcheng YuChenxi LinXiaoping LiChao Deng
2021-03-19
Cascade Weight Shedding in Deep Neural Networks: Benefits and Pitfalls for Network Pruning
Kambiz AzarianFatih Porikli
2021-03-19
HW-NAS-Bench:Hardware-Aware Neural Architecture Search Benchmark
| Chaojian LiZhongzhi YuYonggan FuYongan ZhangYang ZhaoHaoran YouQixuan YuYue WangYingyan Lin
2021-03-19
TDIOT: Target-driven Inference for Deep Video Object Tracking
| Filiz GurkanLlukman CerkeziOzgun CirakmanBilge Gunsel
2021-03-19
Graph Signal Processing: A Signal Representation Approach to Convolution and Sampling
John ShiJose M. F. Moura
2021-03-19
Consistency-based Active Learning for Object Detection
| Weiping YuSijie ZhuTaojiannan YangChen ChenMengyuan Liu
2021-03-18
SG-Net: Spatial Granularity Network for One-Stage Video Instance Segmentation
| Dongfang LiuYiming CuiWenbo TanYingjie Chen
2021-03-18
OmniPose: A Multi-Scale Framework for Multi-Person Pose Estimation
| Bruno ArtachoAndreas Savakis
2021-03-18
Sequential End-to-end Network for Efficient Person Search
| Zhengjia LiDuoqian Miao
2021-03-18
Danish Fungi 2020 -- Not Just Another Image Recognition Dataset
| Lukáš PicekMilan ŠulcJiří MatasJacob Heilmann-ClausenThomas S. JeppesenThomas LæssøeTobias Frøslev
2021-03-18
On the Role of Images for Analyzing Claims in Social Media
| Gullal S. CheemaSherzod HakimovEric Müller-BudackRalph Ewerth
2021-03-17
The U-Net based GLOW for Optical-Flow-free Video Interframe Generation
Saem ParkDonghoon HanNojun Kwak
2021-03-17
CNN Model & Tuning for Global Road Damage Detection
Rahul VishwakarmaRavigopal Vennelakanti
2021-03-17
You Only Look One-level Feature
| Qiang ChenYingming WangTong YangXiangyu ZhangJian ChengJian Sun
2021-03-17
WheatNet: A Lightweight Convolutional Neural Network for High-throughput Image-based Wheat Head Detection and Counting
Saeed KhakiNima SafaeiHieu PhamLizhi Wang
2021-03-17
Triplet-Watershed for Hyperspectral Image Classification
| Aditya ChallaSravan DandaB. S. Daya SagarLaurent Najman
2021-03-17
Contrastive Learning of Musical Representations
| Janne SpijkervetJohn Ashley Burgoyne
2021-03-17
NAS-TC: Neural Architecture Search on Temporal Convolutions for Complex Action Recognition
Pengzhen RenGang XiaoXiaojun ChangYun XiaoZhihui LiXiaojiang Chen
2021-03-17
Glioblastoma Multiforme Prognosis: MRI Missing Modality Generation, Segmentation and Radiogenomic Survival Prediction
Mobarakol IslamNavodini WijethilakeHongliang Ren
2021-03-17
EADNet: Efficient Asymmetric Dilated Network for Semantic Segmentation
Qihang YangTao ChenJiayuan FanYe LuChongyan ZuoQinghua Chi
2021-03-16
GSVNet: Guided Spatially-Varying Convolution for Fast Semantic Segmentation on Video
Shih-Po LeeSi-Cun ChenWen-Hsiao Peng
2021-03-16
ReconResNet: Regularised Residual Learning for MR Image Reconstruction of Undersampled Cartesian and Radial Data
| Soumick ChatterjeeMario BreitkopfChompunuch SarasaenHadya YassinGeorg RoseAndreas NürnbergerOliver Speck
2021-03-16
Modulating Localization and Classification for Harmonized Object Detection
Taiheng ZhangQiaoyong ZhongShiLiang PuDi Xie
2021-03-16
Adversarial YOLO: Defense Human Detection Patch Attacks via Detecting Adversarial Patches
Nan JiYanFei FengHaidong XieXueshuang XiangNaijin Liu
2021-03-16
A comparative study of deep learning methods for building footprints detection using high spatial resolution aerial images
Hongjie HeKe YangYuwei CaiZijian JiangQiutong YuKun ZhaoJunBo WangSarah Narges FatholahiYan LiuHasti Andon PetrosiansBingxu HuLiyuan QingZhehan ZhangHongzhang XuSiyu LiLinlin XuJonathan Li
2021-03-16
3DCaricShop: A Dataset and A Baseline Method for Single-view 3D Caricature Face Reconstruction
Yuda QiuXiaojie XuLingteng QiuYan PanYushuang WuWeikai ChenXiaoguang Han
2021-03-15
S-AT GCN: Spatial-Attention Graph Convolution Network based Feature Enhancement for 3D Object Detection
| Li WangChenfei WangXinyu ZhangTianwei LanJun Li
2021-03-15
Understanding invariance via feedforward inversion of discriminatively trained classifiers
Piotr TeterwakChiyuan ZhangDilip KrishnanMichael C. Mozer
2021-03-15
Revisiting Dynamic Convolution via Matrix Decomposition
| Yunsheng LiYinpeng ChenXiyang DaiMengchen LiuDongdong ChenYe YuLu YuanZicheng LiuMei ChenNuno Vasconcelos
2021-03-15
S3Net: 3D LiDAR Sparse Semantic Segmentation Network
Ran ChengRyan RazaniYuan RenLiu Bingbing
2021-03-15
Performance versus Complexity Study of Neural Network Equalizers in Coherent Optical Systems
Pedro J. FreireYevhenii OsadchukBernhard SpinnlerAntonio NapoliWolfgang SchairerNelson CostaJaroslaw E. PrilepskySergei K. Turitsyn
2021-03-15
COVID-19 Infection Localization and Severity Grading from Chest X-ray Images
Anas M. TahirMuhammad E. H. ChowdhuryAmith KhandakarTawsifur RahmanYazan QiblaweyUzair KhurshidSerkan KiranyazNabil IbtehazM Shohel RahmanSomaya Al-MadeedKhaled HameedTahir HamidSakib MahmudMaymouna Ezeddin
2021-03-14
Simulation Studies on Deep Reinforcement Learning for Building Control with Human Interaction
Donghwan LeeNiao HeSeungjae LeePanagiota KaravaJianghai Hu
2021-03-14
SaNet: Scale-aware Neural Network for Semantic Labelling of Multiple Spatial Resolution Aerial Images
Libo WangShenghui FangCe ZhangRui LiChenxi DuanXiaoliang MengPeter M. Atkinson
2021-03-14
EdgeCRNN: an edgecomputing oriented model of acoustic feature enhancement for keyword spotting
Yungen WeiZheng GongShunzhi YangKai YeYamin Wen
2021-03-14
Spectral Temporal Graph Neural Network for Multivariate Time-series Forecasting
| Defu CaoYujing WangJuanyong DuanCe ZhangXia ZhuConguri HuangYunhai TongBixiong XuJing BaiJie TongQi Zhang
2021-03-13
PhotoApp: Photorealistic Appearance Editing of Head Portraits
Mallikarjun B RAyush TewariAbdallah DibTim WeyrichBernd BickelHans-Peter SeidelHanspeter PfisterWojciech MatusikLouis ChevallierMohamed ElgharibChristian Theobalt
2021-03-13
Revisiting ResNets: Improved Training and Scaling Strategies
| Irwan BelloWilliam FedusXianzhi DuEkin D. CubukAravind SrinivasTsung-Yi LinJonathon ShlensBarret Zoph
2021-03-13
Neural Architecture Search based on Cartesian Genetic Programming Coding Method
Xuan WuXiuyi ZhangLinhan JiaLiang ChenYanchun LiangYou ZhouChunguo Wu
2021-03-12
Patient-specific virtual spine straightening and vertebra inpainting: An automatic framework for osteoplasty planning
Christina BukasBailiang JianLuis F. Rodriguez VenegasFrancesca De BenettiSebastian RuehlingAnjany SekuboyinaJens GemptJan S. KirschkeMarie PiraudJohannes OberreuterNassir NavabThomas Wendler
2021-03-12
Adversarial Graph Disentanglement
Shuai ZhengZhenfeng ZhuZhizhe LiuShuiwang JiYao Zhao
2021-03-12
FS-Net: Fast Shape-based Network for Category-Level 6D Object Pose Estimation with Decoupled Rotation Mechanism
| Wei ChenXi JiaHyung Jin ChangJinming DuanLinlin ShenAles Leonardis
2021-03-12
UIEC^2-Net: CNN-based Underwater Image Enhancement Using Two Color Space
| Yudong WangJichang GuoHuan GaoHuihui Yue
2021-03-12
Vision Transformer for COVID-19 CXR Diagnosis using Chest X-ray Feature Corpus
Sangjoon ParkGwanghyun KimYujin OhJoon Beom SeoSang Min LeeJin Hwan KimSungjun MoonJae-Kwang LimJong Chul Ye
2021-03-12
Advanced Multiple Linear Regression Based Dark Channel Prior Applied on Dehazing Image and Generating Synthetic Haze
Binghan LiYindong HuaMi Lu
2021-03-12
Probabilistic two-stage detection
| Xingyi ZhouVladlen KoltunPhilipp Krähenbühl
2021-03-12
Signal Processing Techniques to Reduce the Limit of Detection for Thin Film Biosensors
Simon J. WardRabeb LayouniSofia Arshavsky-GrahamEster SegalSharon M. Weiss
2021-03-12
Preprint: Norm Loss: An efficient yet effective regularization method for deep neural networks
Theodoros GeorgiouSebastian SchmittThomas BäckWei ChenMichael Lew
2021-03-11
Heterogeneous Information Network-based Interest Composition with Graph Neural Network for Recommendation
Dengcheng YanWenxin XieYiwen Zhang
2021-03-11
SAR-U-Net: squeeze-and-excitation block and atrous spatial pyramid pooling based residual U-Net for automatic liver CT segmentation
Jinke WangPeiqing LvHaiying WangChangfa Shi
2021-03-11
Pavement Distress Detection and Segmentation using YOLOv4 and DeepLabv3 on Pavements in the Philippines
James-Andrew Sarmiento
2021-03-11
ACTION-Net: Multipath Excitation for Action Recognition
| Zhengwei WangQi SheAljosa Smolic
2021-03-11
Involution: Inverting the Inherence of Convolution for Visual Recognition
| Duo LiJie HuChanghu WangXiangtai LiQi SheLei ZhuTong ZhangQifeng Chen
2021-03-10
Spatial-Temporal Tensor Graph Convolutional Network for Traffic Prediction
Xuran XuTong ZhangChunyan XuZhen CuiJian Yang
2021-03-10
U-Net Transformer: Self and Cross Attention for Medical Image Segmentation
| Olivier PetitNicolas ThomeClément RambourLuc Soler
2021-03-10
Full Gradient DQN Reinforcement Learning: A Provably Convergent Scheme
K. E. AvrachenkovV. S. BorkarH. P. DolhareK. Patil
2021-03-10
TransMed: Transformers Advance Multi-modal Medical Image Classification
Yin DaiYifan Gao
2021-03-10
Quality-Aware Network for Human Parsing
| Lu YangQing SongZhihui WangZhiwei LiuSongcen XuZhihao LI
2021-03-10
RL-CSDia: Representation Learning of Computer Science Diagrams
Shaowei WangLingling ZhangXuan LuoYi YangXin HuJun Liu
2021-03-10
PatchNet -- Short-range Template Matching for Efficient Video Processing
| Huizi MaoSibo ZhuSong HanWilliam J. Dally
2021-03-10
EmoNet: A Transfer Learning Framework for Multi-Corpus Speech Emotion Recognition
| Maurice GerczukShahin AmiriparianSandra OttlBjörn Schuller
2021-03-10
Instance and Pair-Aware Dynamic Networks for Re-Identification
Bingliang JiaoXin TanJinghao ZhouLu YangYunlong WangPeng Wang
2021-03-09
A Mask R-CNN approach to counting bacterial colony forming units in pharmaceutical development
Tanguy NaetsMaarten HuijsmansPaul SmythLaurent SorberGaël de Lannoy
2021-03-09
HemCNN: Deep Learning enables decoding of fNIRS cortical signals in hand grip motor tasks
Pablo OrtegaAldo Faisal
2021-03-09
Enhancing sensor resolution improves CNN accuracy given the same number of parameters or FLOPS
| Ali Borji
2021-03-09
Active Testing: Sample-Efficient Model Evaluation
| Jannik KossenSebastian FarquharYarin GalTom Rainforth
2021-03-09
Pixel-wise Distance Regression for Glacier Calving Front Detection and Segmentation
Amirabbas DavariChristoph BallerThorsten SeehausMatthias BraunAndreas MaierVincent Christlein
2021-03-09
Automatic code generation from sketches of mobile applications in end-user development using Deep Learning
| Daniel BauléChristiane Gresse von WangenheimAldo von WangenheimJean C. R. HauckEdson C. Vargas Júnior
2021-03-09
Unsupervised Pretraining for Object Detection by Patch Reidentification
Jian DingEnze XieHang XuChenhan JiangZhenguo LiPing LuoGui-Song Xia
2021-03-08
OPANAS: One-Shot Path Aggregation Network Architecture Search for Object Detection
| TingTing LiangYongtao WangZhi TangGuosheng HuHaibin Ling
2021-03-08
Increasing Energy Efficiency of Massive-MIMO Network via Base Stations Switching using Reinforcement Learning and Radio Environment Maps
Marcin HoffmannPawel KryszkiewiczAdrian Kliks
2021-03-08
Depth Evaluation for Metal Surface Defects by Eddy Current Testing using Deep Residual Convolutional Neural Networks
Tian MengYang TaoZiqi ChenJorge R. Salas AvilaQiaoye RanYuchun ShaoRuochen HuangYuedong XieQian ZhaoZhijie ZhangHujun YinAnthony J. PeytonWuliang Yin
2021-03-08
Implementing graph neural networks with TensorFlow-Keras
| Patrick ReiserAndre EberhardPascal Friederich
2021-03-07
Detecting Adversarial Examples from Sensitivity Inconsistency of Spatial-Transform Domain
Jinyu TianJiantao ZhouYuanman LiJia Duan
2021-03-07
Graph-based Pyramid Global Context Reasoning with a Saliency-aware Projection for COVID-19 Lung Infections Segmentation
Huimin HuangMing CaiLanfen LinJing ZhengXiongwei MaoXiaohan QianZhiyi PengJianying ZhouYutaro IwamotoXian-Hua HanYen-Wei ChenRuofeng Tong
2021-03-07
Perception Framework through Real-Time Semantic Segmentation and Scene Recognition on a Wearable System for the Visually Impaired
Yingzhi ZhangHaoye ChenKailun YangJiaming ZhangRainer Stiefelhagen
2021-03-06
WebFace260M: A Benchmark Unveiling the Power of Million-Scale Deep Face Recognition
Zheng ZhuGuan HuangJiankang DengYun YeJunJie HuangXinze ChenJiagang ZhuTian YangJiwen LuDalong DuJie zhou
2021-03-06
A Simple and Efficient Multi-task Network for 3D Object Detection and Road Understanding
| Di FengYiyang ZhouChenfeng XuMasayoshi TomizukaWei Zhan
2021-03-06
Morphological Operation Residual Blocks: Enhancing 3D Morphological Feature Representation in Convolutional Neural Networks for Semantic Segmentation of Medical Images
Chentian LiChi MaWilliam W. Lu
2021-03-06
Multitasking Deep Learning Model for Detection of Five Stages of Diabetic Retinopathy
Sharmin MajumderNasser Kehtarnavaz
2021-03-06
A Real-time Low-cost Artificial Intelligence System for Autonomous Spraying in Palm Plantations
| Zhenwang QinWensheng WangKarl-Heinz DammerLeifeng GuoZhen Cao
2021-03-06
Visual Explanation using Attention Mechanism in Actor-Critic-based Deep Reinforcement Learning
Hidenori ItayaTsubasa HirakawaTakayoshi YamashitaHironobu FujiyoshiKomei Sugiura
2021-03-06
Machine Learning versus Mathematical Model to Estimate the Transverse Shear Stress Distribution in a Rectangular Channel
Babak Lashkar-AraNiloofar KalantariZohreh Sheikh KhozaniAmir Mosavi
2021-03-06
Data-Driven Short-Term Voltage Stability Assessment Based on Spatial-Temporal Graph Convolutional Network
Yonghong LuoChao LuLipeng ZhuJie Song
2021-03-05
Teachers Do More Than Teach: Compressing Image-to-Image Models
Qing JinJian RenOliver J. WoodfordJiazhuo WangGeng YuanYanzhi WangSergey Tulyakov
2021-03-05
IAFA: Instance-aware Feature Aggregation for 3D Object Detection from a Single Image
Dingfu ZhouXibin SongYuchao DaiJunbo YinFeixiang LuJin FangMiao LiaoLiangjun Zhang
2021-03-05
ES-Net: An Efficient Stereo Matching Network
| Zhengyu HuangTheodore B. NorrisPanqu Wang
2021-03-05
A Hybrid CNN-BiLSTM Voice Activity Detector
| Nicholas WilkinsonThomas Niesler
2021-03-05
A Cross Channel Context Model for Latents in Deep Image Compression
Changyue MaZhao WangRuling LiaoYan Ye
2021-03-04
Sub-pixel face landmarks using heatmaps and a bag of tricks
Samuel W. F. EarpAubin SamacoitsSanjana JainPavit NoinongyaoSiwa Boonpunmongkol
2021-03-04
Coordinate Attention for Efficient Mobile Network Design
| Qibin HouDaquan ZhouJiashi Feng
2021-03-04
Learning With Context Feedback Loop for Robust Medical Image Segmentation
| Kibrom Berihu GirumGilles CréhangeAlain Lalande
2021-03-04
Energy-Based Learning for Scene Graph Generation
| Mohammed SuhailAbhay MittalBehjat SiddiquieChris BroaddusJayan EledathGerard MedioniLeonid Sigal
2021-03-03
Deep Learning-based Automated Aortic Area and Distensibility Assessment: The Multi-Ethnic Study of Atherosclerosis (MESA)
Vivek P. JaniNadjia KachenouraAlban RedheuilGisela Teixido-TuraKevin BouaouEmilie BollacheElie MousseauxAlain De CesareShelby KuttyColin O. WuDavid A. BluemkeJoao A. C. LimaBharath Ambale-Venkatesh
2021-03-03
An Alternative Practice of Tropical Convolution to Traditional Convolutional Neural Networks
Shiqing FanYe Luo
2021-03-03
Sensing population distribution from satellite imagery via deep learning: model selection, neighboring effect, and systematic biases
Xiao HuangDi ZhuFan ZhangTao LiuXiao LiLei Zou
2021-03-03
Touchless Palmprint Recognition based on 3D Gabor Template and Block Feature Refinement
Zhaoqun LiXu LiangDandan FanJinxing LiWei JiaDavid Zhang
2021-03-03
Style-based Point Generator with Adversarial Rendering for Point Cloud Completion
| Chulin XieChuxin WangBo ZhangHao YangDong ChenFang Wen
2021-03-03
General Instance Distillation for Object Detection
Xing DaiZeren JiangZhao WuYiping BaoZhicheng WangSi LiuErjin Zhou
2021-03-03
Data-driven MIMO control of room temperature and bidirectional EV charging using deep reinforcement learning: simulation and experiments
B. SvetozarevicC. BaumannS. MuntwilerL. Di NataleP. HeerM. Zeilinger
2021-03-02
Network Pruning via Resource Reallocation
Yuenan HouZheng MaChunxiao LiuZhe WangChen Change Loy
2021-03-02
Autobahn: Automorphism-based Graph Neural Nets
| Erik Henning ThiedeWenda ZhouRisi Kondor
2021-03-02
Using CNNs to Identify the Origin of Finger Vein Image
Babak MaserAndreas Uhl
2021-03-02
Efficient Deep Image Denoising via Class Specific Convolution
Lu XuJiawei ZhangXuanye ChengFeng ZhangXing WeiJimmy Ren
2021-03-02
Super-resolving Compressed Images via Parallel and Series Integration of Artifact Reduction and Resolution Enhancement
| Hongming LuoFei ZhouGuangsen LiaoGuoping Qiu
2021-03-02
Wasserstein GANs Work Because They Fail (to Approximate the Wasserstein Distance)
Jan Stanczuk