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

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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 YanJingpeng 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 Guo
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 based on foreground texture 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 Invertible U-Net for Optical-Flow-free Video Interframe Generation
Saem ParkDonghun 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
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
$C^γ$ well-posedness of some non-linear transport equations
J. C. Cantero
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
On the mean-field equations for ferromagnetic spin systems
Christian BrenneckePer von Soosten
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
Zeros of Rankin-Selberg $L$-functions in families
Peter HumphriesJesse Thorner
2021-03-09
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
Banach Convolution Modules of Group Algebras on Covariant Functions of Characters of Normal Subgroups
Arash Ghaani Farashahi
2021-03-08
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
Estimation of multivariate generalized gamma convolutions through Laguerre expansions
Oskar LavernyEsterina MasielloVéronique Maume-DeschampsDidier Rullière
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
Hot carrier redistribution, electron-phonon interaction, and their role in carrier relaxation in thin film halide perovskites
S. SourabhV. R. WhitesideY. ZhaiK. WangV. YedduM. T. BamideleD. Y. KimM. C. BeardI. R. Sellers
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 StanczukChristian EtmannLisa Maria KreusserCarola-Bibiane Schönlieb
2021-03-02
Exploring Imitation Learning for Autonomous Driving with Feedback Synthesizer and Differentiable Rasterization
Jinyun ZhouRui WangXu LiuYifei JiangShu JiangJiaming TaoJinghao MiaoShiyu Song
2021-03-02
Self-supervised Pretraining of Visual Features in the Wild
| Priya GoyalMathilde CaronBenjamin LefaudeuxMin XuPengchao WangVivek PaiMannat SinghVitaliy LiptchinskyIshan MisraArmand JoulinPiotr Bojanowski
2021-03-02
Generative Adversarial Transformers
| Drew A. HudsonC. Lawrence Zitnick
2021-03-01
Convolutional Normalization: Improving Deep Convolutional Network Robustness and Training
Sheng LiuXiao LiYuexiang ZhaiChong YouZhihui ZhuCarlos Fernandez-GrandaQing Qu
2021-03-01
FPS-Net: A Convolutional Fusion Network for Large-Scale LiDAR Point Cloud Segmentation
Aoran XiaoXiaofei YangShijian LuDayan GuanJiaxing Huang
2021-03-01
Over-sampling De-occlusion Attention Network for Prohibited Items Detection in Noisy X-ray Images
| Renshuai TaoYanlu WeiHainan LiAishan LiuYifu DingHaotong QinXianglong Liu
2021-03-01
Systematic Analysis and Removal of Circular Artifacts for StyleGAN
Way TanBihan WenXulei Yang
2021-03-01
DTW-Merge: A Novel Data Augmentation Technique for Time Series Classification
Mohammad AkyashHoda MohammadzadeHamid Behroozi
2021-03-01
Brain Programming is Immune to Adversarial Attacks: Towards Accurate and Robust Image Classification using Symbolic Learning
Gerardo Ibarra-VazquezGustavo OlagueMariana Chan-LeyCesar PuenteCarlos Soubervielle-Montalvo
2021-03-01
Robust 3D U-Net Segmentation of Macular Holes
Jonathan FrawleyChris G. WillcocksMaged HabibCaspar GeenenDavid H. SteelBoguslaw Obara
2021-03-01
Ultra-Data-Efficient GAN Training: Drawing A Lottery Ticket First, Then Training It Toughly
| Tianlong ChenYu ChengZhe GanJingjing LiuZhangyang Wang
2021-02-28
Efficient Transformer based Method for Remote Sensing Image Change Detection
Hao ChenZipeng QiZhenwei Shi
2021-02-27
A Novel Adaptive Deep Network for Building Footprint Segmentation
A. ZiaeeR. DehbozorgiM. Döller
2021-02-27
FeatureNorm: L2 Feature Normalization for Dynamic Graph Embedding
Menglin YangZiqiao MengIrwin King
2021-02-27
Deep Active Shape Model for Face Alignment and Pose Estimation in Mobile Environment
Ali Pourramezan FardHojjat AbdollahiMohammad Mahoor
2021-02-27
Convolution-Free Medical Image Segmentation using Transformers
| Davood KarimiSerge VasylechkoAli Gholipour
2021-02-26
Beyond Convolutions: A Novel Deep Learning Approach for Raw Seismic Data Ingestion
Zhaozhuo XuAditya DesaiMenal GuptaAnu ChandranAntoine Vial-AussavyAnshumali Shrivastava
2021-02-26
A Reconfigurable Winograd CNN Accelerator with Nesting Decomposition Algorithm for Computing Convolution with Large Filters
Jingbo JiangXizi ChenChi-Ying Tsui
2021-02-26
ACDnet: An action detection network for real-time edge computing based on flow-guided feature approximation and memory aggregation
| Yu LiuFan YangDominique Ginhac
2021-02-26
Multi-Agent Path Planning based on MPC and DDPG
Junxiao XueXiangyan KongBowei DongMingliang Xu
2021-02-26
Low-Precision Reinforcement Learning
Johan BjorckXiangyu ChenChristopher De SaCarla P. GomesKilian Q. Weinberger
2021-02-26
Visual diagnosis of the Varroa destructor parasitic mite in honeybees using object detector techniques
Simon BilikLukas KratochvilaAdam LigockiOndrej BostikTomas ZemcikMatous HyblKarel HorakLudek Zalud
2021-02-26
Integration of deep learning with expectation maximization for spatial cue based speech separation in reverberant conditions
Sania GulMuhammad Salman KhanSyed Waqar Shah
2021-02-26
Visualizing MuZero Models
| Joery A. de VriesKen S. VoskuilThomas M. MoerlandAske Plaat
2021-02-25
Even your Teacher Needs Guidance: Ground-Truth Targets Dampen Regularization Imposed by Self-Distillation
| Kenneth BorupLars N. Andersen
2021-02-25
Coarse-to-fine Airway Segmentation Using Multi information Fusion Network and CNN-based Region Growing
Jinquan GuoRongda FuLin PanShaohua ZhengLiqin HuangBin ZhengBingwei He
2021-02-25
SCD: A Stacked Carton Dataset for Detection and Segmentation
| Jinrong YangShengkai WuLijun GouHangcheng YuChenxi LinJiazhuo WangMinxuan LiXiaoping Li
2021-02-25
A Universal Urbach Rule for Disordered Organic Semiconductors
Christina KaiserOskar J. SandbergNasim ZarrabiWei LiPaul MeredithArdalan Armin
2021-02-25
Robust Pollen Imagery Classification with Generative Modeling and Mixup Training
Jaideep Murkute
2021-02-25
Multi-Domain Learning by Meta-Learning: Taking Optimal Steps in Multi-Domain Loss Landscapes by Inner-Loop Learning
Anthony SiciliaXingchen ZhaoDavneet MinhasErin O'ConnorHoward AizensteinWilliam KlunkDana TudorascuSeong Jae Hwang
2021-02-25
A Framework For Pruning Deep Neural Networks Using Energy-Based Models
Hojjat SalehinejadShahrokh Valaee
2021-02-25
Named Tensor Notation
| David ChiangAlexander M. RushBoaz Barak
2021-02-25
Bridging Adversarial and Statistical Domain Transfer via Spectral Adaptation Networks
| Christoph RaabPhilipp VäthPeter MeierFrank-Michael Schleif
2021-02-25
Highly Efficient Representation and Active Learning Framework for Imbalanced Data and its Application to COVID-19 X-Ray Classification
Heng HaoSima DidariJae Oh WooHankyu MoonPatrick Bangert
2021-02-25
PRIN/SPRIN: On Extracting Point-wise Rotation Invariant Features
| Yang YouYujing LouRuoxi ShiQi LiuYu-Wing TaiLizhuang MaWeiming WangCewu Lu
2021-02-24
Multi-Level Adaptive Region of Interest and Graph Learning for Facial Action Unit Recognition
Jingwei YanBoyuan JiangJingjing WangQiang LiChunmao WangShiLiang Pu
2021-02-24
On the Impact of Interpretability Methods in Active Image Augmentation Method
Flavio SantosCleber ZanchettinLeonardo MatosPaulo Novais
2021-02-24
Combining Off and On-Policy Training in Model-Based Reinforcement Learning
Alexandre BorgesArlindo Oliveira
2021-02-24
Should I Look at the Head or the Tail? Dual-awareness Attention for Few-Shot Object Detection
Tung-I ChenYueh-Cheng LiuHung-Ting SuYu-Cheng ChangYu-Hsiang LinJia-Fong YehWinston H. Hsu
2021-02-24
Deep learning-based framework for cardiac function assessment in embryonic zebrafish from heart beating videos
Amir Mohammad NaderiHaisong BuJingcheng SuMao-Hsiang HuangKhuong VoRamses Seferino Trigo TorresJ. -C. ChiaoJuhyun LeeMichael P. H. LauXiaolei XuHung Cao
2021-02-24
Multi-replica biased sampling for photoisomerization processes in conjugated polymers
Mariagrazia FortinoConcetta CozzaMassimiliano BonomiAdriana Pietropaolo
2021-02-24
Railway Anomaly detection model using synthetic defect images generated by CycleGAN
Takuro HoshiYohei BabaGaurang Gavai
2021-02-24
Hybrid Car-Following Strategy based on Deep Deterministic Policy Gradient and Cooperative Adaptive Cruise Control
Ruidong YanRui JiangBin JiaDiange YangJin Huang
2021-02-24
Histo-fetch -- On-the-fly processing of gigapixel whole slide images simplifies and speeds neural network training
| Brendon LutnickLeema Krishna MuraliBrandon GinleyAvi Z. RosenbergPinaki Sarder
2021-02-23
SISE-PC: Semi-supervised Image Subsampling for Explainable Pathology
| Sohini RoychowdhuryKwok Sun TangMohith AshokAnoop Sanka
2021-02-23
Automatic Ship Classification Utilizing Bag of Deep Features
Sadegh Soleimani PourAta JodeiriHossein RashidiSeyed Mostafa MirhassaniHoda KheradfallahHadi Seyedarabi
2021-02-23
Representation Disentanglement for Multi-modal MR Analysis
Jiahong OuyangEhsan AdeliKilian M PohlQingyu ZhaoGreg Zaharchuk
2021-02-23
The non-commutative signature of a path
Carlo BellingeriNicolas Gilliers
2021-02-23
Structured LISTA for Multidimensional Harmonic Retrieval
Rong FuYimin LiuTianyao HuangYonina C. Eldar
2021-02-23
ROAD: The ROad event Awareness Dataset for Autonomous Driving
| Gurkirt SinghStephen AkriggManuele Di MaioValentina FontanaReza Javanmard AlitappehSuman SahaKossar JeddisaraviFarzad YousefiJacob CulleyTom NicholsonJordan OmokeowaSalman KhanStanislao GraziosoAndrew BradleyGiuseppe Di GironimoFabio Cuzzolin
2021-02-23
Revisiting Classification Perspective on Scene Text Recognition
| Hongxiang CaiJun SunYichao Xiong
2021-02-22
Escaping from Zero Gradient: Revisiting Action-Constrained Reinforcement Learning via Frank-Wolfe Policy Optimization
Jyun-Li LinWei HungShang-Hsuan YangPing-Chun HsiehXi Liu
2021-02-22
Contour Loss for Instance Segmentation via k-step Distance Transformation Image
Xiaolong GuoXiaosong LanKunfeng WangShuxiao Li
2021-02-22
Person Re-identification based on Robust Features in Open-world
Yaguan QianAnlin Sun
2021-02-22
Dissecting the Diffusion Process in Linear Graph Convolutional Networks
Yifei WangYisen WangJiansheng YangZhouchen Lin
2021-02-22
Reading from External Memory
Ruslan Savchenko
2021-02-22
Exploring Supervised and Unsupervised Rewards in Machine Translation
| Julia IveZixu WangMarina FomichevaLucia Specia
2021-02-22
Lightweight Combinational Machine Learning Algorithm for Sorting Canine Torso Radiographs
Masuda Akter TonimaFatemeh EsfahaniAustin DehartYoumin Zhang
2021-02-22
Stratified Experience Replay: Correcting Multiplicity Bias in Off-Policy Reinforcement Learning
Brett DaleyCameron HickertChristopher Amato
2021-02-22
Accelerated Sim-to-Real Deep Reinforcement Learning: Learning Collision Avoidance from Human Player
| Hanlin NiuZe JiFarshad ArvinBarry LennoxHujun YinJoaquin Carrasco
2021-02-21
Efficient Two-Stream Network for Violence Detection Using Separable Convolutional LSTM
Zahidul IslamMohammad RukonuzzamanRaiyan AhmedMd. Hasanul KabirMoshiur Farazi
2021-02-21
Dynamic Graph Modeling of Simultaneous EEG and Eye-tracking Data for Reading Task Identification
Puneet MathurTrisha MittalDinesh Manocha
2021-02-21
Improved Semantic Segmentation of Tuberculosis-consistent findings in Chest X-rays Using Augmented Training of Modality-specific U-Net Models with Weak Localizations
Sivaramakrishnan RajaramanLes FolioJane DimperioPhilip AldersonSameer Antani
2021-02-21
Squeeze-and-Excitation Normalization for Automated Delineation of Head and Neck Primary Tumors in Combined PET and CT Images
| Andrei IantsenDimitris VisvikisMathieu Hatt
2021-02-20
EMDS-5: Environmental Microorganism Image Dataset Fifth Version for Multiple Image Analysis Tasks
Zihan LiChen LiYuDong YaoJinghua ZhangMd Mamunur RahamanHao XuFrank KulwaBolin LuXuemin ZhuTao Jiang
2021-02-20
Deep Structured Feature Networks for Table Detection and Tabular Data Extraction from Scanned Financial Document Images
Siwen LuoMengting WuYiwen GongWanying ZhouJosiah Poon
2021-02-20
Generalization bounds for graph convolutional neural networks via Rademacher complexity
Shaogao Lv
2021-02-20
One Shot Model For COVID-19 Classification and Lesions Segmentation In Chest CT Scans Using LSTM With Attention Mechanism
| Aram Ter-Sarkisov`
2021-02-19
Interest-aware Message-Passing GCN for Recommendation
| Fan LiuZhiyong ChengLei ZhuZan GaoLiqiang Nie
2021-02-19
Going beyond p-convolutions to learn grayscale morphological operators
Alexandre KirszenbergGuillaume TochonElodie PuybareauJesus Angulo
2021-02-19
Training cascaded networks for speeded decisions using a temporal-difference loss
Michael L. IuzzolinoMichael C. MozerSamy Bengio
2021-02-19
Lottery Ticket Implies Accuracy Degradation, Is It a Desirable Phenomenon?
Ning LiuGeng YuanZhengping CheXuan ShenXiaolong MaQing JinJian RenJian TangSijia LiuYanzhi Wang
2021-02-19
A Mathematical Principle of Deep Learning: Learn the Geodesic Curve in the Wasserstein Space
Kuo GaiShihua Zhang
2021-02-18
Densely Nested Top-Down Flows for Salient Object Detection
| Chaowei FangHaiBin TianDingwen ZhangQiang ZhangJungong HanJunwei Han
2021-02-18
Going Full-TILT Boogie on Document Understanding with Text-Image-Layout Transformer
Rafał PowalskiŁukasz BorchmannDawid JurkiewiczTomasz DwojakMichał PietruszkaGabriela Pałka
2021-02-18
Image Compositing for Segmentation of Surgical Tools without Manual Annotations
| Luis C. Garcia-Peraza-HerreraLucas FidonClaudia D'EttorreDanail StoyanovTom VercauterenSebastien Ourselin
2021-02-18
Minimizing false negative rate in melanoma detection and providing insight into the causes of classification
Ellák SomfaiBenjámin BaffyKristian FenechChanglu GuoRita HosszúDorina KorózsFabrizio NunnariMarcell PólikDaniel SonntagAttila UlbertAndrás Lőrincz
2021-02-18
Convolution of a symmetric log-concave distribution and a symmetric bimodal distribution can have any number of modes
Charles Arnal
2021-02-18
Smart Feasibility Pump: Reinforcement Learning for (Mixed) Integer Programming
Meng QiMengxin WangZuo-Jun Shen
2021-02-18
Benefits of Linear Conditioning for Segmentation using Metadata
Andreanne LemayCharley GrosOlivier VincentYaou LiuJoseph Paul CohenJulien Cohen-Adad
2021-02-18
Recurrent Rational Networks
| Quentin DelfossePatrick SchramowskiAlejandro MolinaKristian Kersting
2021-02-18
Sobolev improving for averages over curves in $\mathbf{R^4}$
David BeltranShaoming GuoJonathan HickmanAndreas Seeger
2021-02-17
A Dataset and Benchmark for Malaria Life-Cycle Classification in Thin Blood Smear Images
Qazi Ammar ArshadMohsen AliSaeed-Ul HassanChen ChenAyisha ImranGhulam RasulWaqas Sultani
2021-02-17
Ensemble Transfer Learning of Elastography and B-mode Breast Ultrasound Images
Sampa MisraSeungwan JeonRavi ManaguliSeiyon LeeGyuwon KimSeungchul LeeRichard G BarrChulhong Kim
2021-02-17
LambdaNetworks: Modeling Long-Range Interactions Without Attention
| Irwan Bello
2021-02-17
Rethinking Co-design of Neural Architectures and Hardware Accelerators
Yanqi ZhouXuanyi DongBerkin AkinMingxing TanDaiyi PengTianjian MengAmir YazdanbakhshDa HuangRavi NarayanaswamiJames Laudon
2021-02-17
Improving Deep-learning-based Semi-supervised Audio Tagging with Mixup
Léo CancesEtienne LabbéThomas Pellegrini
2021-02-16
Axial Residual Networks for CycleGAN-based Voice Conversion
Jaeseong YouGyuhyeon NamDalhyun KimGyeongsu Chae
2021-02-16
A Sub-band Approach to Deep Denoising Wavelet Networks and a Frequency-adaptive Loss for Perceptual Quality
Caglar AytekinSakari AleniusDmytro PaliyJuuso Gren
2021-02-16
Focal Inverse Distance Transform Maps for Crowd Localization and Counting in Dense Crowd
| Dingkang LiangWei XuYingying ZhuYu Zhou
2021-02-16
A Multiscale Graph Convolutional Network for Change Detection in Homogeneous and Heterogeneous Remote Sensing Images
Junzheng WuBiao LiYao QinWeiping NiHan ZhangYuli Sun
2021-02-16
Training Larger Networks for Deep Reinforcement Learning
Kei OtaDevesh K. JhaAsako Kanezaki
2021-02-16
Shape-Tailored Deep Neural Networks
Naeemullah KhanAngira SharmaGanesh SundaramoorthiPhilip H. S. Torr
2021-02-16
Complex Momentum for Learning in Games
Jonathan LorraineDavid AcunaPaul VicolDavid Duvenaud
2021-02-16
An AutoML-based Approach to Multimodal Image Sentiment Analysis
Vasco LopesAntónio GasparLuís A. AlexandreJoão Cordeiro
2021-02-16
Multi-Stage Transmission Line Flow Control Using Centralized and Decentralized Reinforcement Learning Agents
Xiumin ShangJinping YangBingquan ZhuLin YeJing ZhangJianping XuQin LyuRuisheng Diao
2021-02-16
Predicting Material Properties Using a 3D Graph Neural Network with Invariant Local Descriptors
Boyu ZhangMushen ZhouJianzhong WuFuchang Gao
2021-02-16
Detection and severity classification of COVID-19 in CT images using deep learning
Yazan QiblaweyAnas TahirMuhammad E. H. ChowdhuryAmith KhandakarSerkan KiranyazTawsifur RahmanNabil IbtehazSakib MahmudSomaya Al-MadeedFarayi Musharavati
2021-02-15
Uniform lower bounds on the dimension of Bernoulli convolutions
Victor KleptsynMark PollicottPolina Vytnova
2021-02-15
Colored Kimia Path24 Dataset: Configurations and Benchmarks with Deep Embeddings
Sobhan ShafieiMorteza BabaieShivam KalraH. R. Tizhoosh
2021-02-15
Momentum Residual Neural Networks
| Michael E. SanderPierre AblinMathieu BlondelGabriel Peyré
2021-02-15
Learning Self-Similarity in Space and Time as Generalized Motion for Action Recognition
Heeseung KwonManjin KimSuha KwakMinsu Cho
2021-02-14
Naturalizing Neuromorphic Vision Event Streams Using GANs
Dennis RobeyWesley ThioHerbert IuJason Eshraghian
2021-02-14
DeepRA: Predicting Joint Damage From Radiographs Using CNN with Attention
| Neelambuj Chaturvedi
2021-02-13
How Framelets Enhance Graph Neural Networks
Xuebin ZhengBingxin ZhouJunbin GaoYu Guang WangPietro LioMing LiGuido Montufar
2021-02-13
Fast, Accurate Barcode Detection in Ultra High-Resolution Images
Jerome QuenumKehan WangAvideh Zakhor
2021-02-13
Normalized Convolution Upsampling for Refined Optical Flow Estimation
| Abdelrahman EldesokeyMichael Felsberg
2021-02-13
Self-Reorganizing and Rejuvenating CNNs for Increasing Model Capacity Utilization
Wissam J. BaddarSeungju HanSeonmin RheeJae-Joon Han
2021-02-13
Graph Convolution for Semi-Supervised Classification: Improved Linear Separability and Out-of-Distribution Generalization
Aseem BaranwalKimon FountoulakisAukosh Jagannath
2021-02-13
Improving Object Detection in Art Images Using Only Style Transfer
| David KadishSebastian RisiAnders Sundnes Løvlie
2021-02-12
Depthwise Separable Convolutions Allow for Fast and Memory-Efficient Spectral Normalization
Christina RunkelChristian EtmannMichael MöllerCarola-Bibiane Schönlieb
2021-02-12
VARA-TTS: Non-Autoregressive Text-to-Speech Synthesis based on Very Deep VAE with Residual Attention
Peng LiuYuewen CaoSongxiang LiuNa HuGuangzhi LiChao WengDan Su
2021-02-12
Q-Value Weighted Regression: Reinforcement Learning with Limited Data
Piotr KozakowskiŁukasz KaiserHenryk MichalewskiAfroz MohiuddinKatarzyna Kańska
2021-02-12
New characterizations of the summatory function of the Möbius function
| Maxie Dion Schmidt
2021-02-11
Towards DeepSentinel: An extensible corpus of labelled Sentinel-1 and -2 imagery and a general-purpose sensor-fusion semantic embedding model
Lucas Kruitwagen
2021-02-11
The Benefit of the Doubt: Uncertainty Aware Sensing for Edge Computing Platforms
Lorena QendroJagmohan ChauhanAlberto Gil C. P. RamosCecilia Mascolo
2021-02-11
Feature Selection for Multivariate Time Series via Network Pruning
Kang GuSoroush VosoughiTemiloluwa Prioleau
2021-02-11
SWAGAN: A Style-based Wavelet-driven Generative Model
| Rinon GalDana CohenAmit BermanoDaniel Cohen-Or
2021-02-11
ABOShips -- An Inshore and Offshore Maritime Vessel Detection Dataset with Precise Annotations
Bogdan IancuValentin SolovievLuca ZelioliJohan Lilius
2021-02-11
Deep Reinforcement Agent for Scheduling in HPC
| Yuping FanZhiling LanTaylor ChildersPaul RichWilliam AllcockMichael E. Papka
2021-02-11
Searching for Fast Model Families on Datacenter Accelerators
Sheng LiMingxing TanRuoming PangAndrew LiLiqun ChengQuoc LeNorman P. Jouppi
2021-02-10
Doctor Imitator: A Graph-based Bone Age Assessment Framework Using Hand Radiographs
Jintai ChenBohan YuBiwen LeiRuiwei FengDanny Z. ChenJian Wu
2021-02-10
D2A U-Net: Automatic Segmentation of COVID-19 Lesions from CT Slices with Dilated Convolution and Dual Attention Mechanism
Xiangyu ZhaoPeng ZhangFan SongGuangda FanYangyang SunYujia WangZheyuan TianLuqi ZhangGuanglei Zhang
2021-02-10
Improving Model-Based Reinforcement Learning with Internal State Representations through Self-Supervision
| Julien ScholzCornelius WeberMuhammad Burhan HafezStefan Wermter
2021-02-10
Hyperbolic Generative Adversarial Network
Diego LazcanoNicolás FredesWerner Creixell
2021-02-10
On the Existence of Optimal Transport Gradient for Learning Generative Models
Antoine HoudardArthur LeclaireNicolas PapadakisJulien Rabin
2021-02-10
Pruning of Convolutional Neural Networks Using Ising Energy Model
| Hojjat SalehinejadShahrokh Valaee
2021-02-10
BRECQ: Pushing the Limit of Post-Training Quantization by Block Reconstruction
| Yuhang LiRuihao GongXu TanYang YangPeng HuQi ZhangFengwei YuWei WangShi Gu
2021-02-10
Application of Yolo on Mask Detection Task
Ren LiuZiang Ren
2021-02-10
Regional Attention with Architecture-Rebuilt 3D Network for RGB-D Gesture Recognition
| Benjia ZhouYunan LiJun Wan
2021-02-10
AdaFuse: Adaptive Temporal Fusion Network for Efficient Action Recognition
Yue MengRameswar PandaChung-Ching LinPrasanna SattigeriLeonid KarlinskyKate SaenkoAude OlivaRogerio Feris
2021-02-10
Enhancing Real-World Adversarial Patches with 3D Modeling Techniques
| Yael MathovLior RokachYuval Elovici
2021-02-10
Deep Reinforcement Learning with Symmetric Prior for Predictive Power Allocation to Mobile Users
Jianyu ZhaoChenyang Yang
2021-02-10
Real-time Monaural Speech Enhancement With Short-time Discrete Cosine Transform
Qinglong LiFei GaoHaixin GuanKaichi Ma
2021-02-09
Where is my hand? Deep hand segmentation for visual self-recognition in humanoid robots
Alexandre AlmeidaPedro VicenteAlexandre Bernardino
2021-02-09
Distribution Adaptive INT8 Quantization for Training CNNs
Kang ZhaoSida HuangPan PanYinghan LiYingya ZhangZhenyu GuYinghui Xu
2021-02-09
Train a One-Million-Way Instance Classifier for Unsupervised Visual Representation Learning
Yu LiuLianghua HuangPan PanBin WangYinghui XuRong Jin
2021-02-09
MALI: A memory efficient and reverse accurate integrator for Neural ODEs
| Juntang ZhuangNicha C. DvornekSekhar TatikondaJames S. Duncan
2021-02-09
TräumerAI: Dreaming Music with StyleGAN
| Dasaem JeongSeungheon DohTaegyun Kwon
2021-02-09
RMOPP: Robust Multi-Objective Post-Processing for Effective Object Detection
Mayuresh SavargaonkarAbdallah ChehadeSamir Rawashdeh
2021-02-09
Deep learning-based attenuation correction in the image domain for myocardial perfusion SPECT imaging
Samaneh MostafapourFaeze GholamiankhahSirvan MaroofpourMahdi MomennezhadMohsen AsadinezhadSeyed Rasoul ZakaviHossein Arabi
2021-02-09
RANP: Resource Aware Neuron Pruning at Initialization for 3D CNNs
| Zhiwei XuThalaiyasingam AjanthanVibhav VineetRichard Hartley
2021-02-09
TransReID: Transformer-based Object Re-Identification
| Shuting HeHao LuoPichao WangFan WangHao LiWei Jiang
2021-02-08
TransUNet: Transformers Make Strong Encoders for Medical Image Segmentation
| Jieneng ChenYongyi LuQihang YuXiangde LuoEhsan AdeliYan WangLe LuAlan L. YuilleYuyin Zhou
2021-02-08
Grid-to-Graph: Flexible Spatial Relational Inductive Biases for Reinforcement Learning
| Zhengyao JiangPasquale MinerviniMinqi JiangTim Rocktaschel
2021-02-08
MetaTune: Meta-Learning Based Cost Model for Fast and Efficient Auto-tuning Frameworks
Jaehun RyuHyojin Sung
2021-02-08
Spike-based Residual Blocks
Wei FangZhaofei YuTimothée MasquelierYanqi ChenTiejun HuangYonghong Tian
2021-02-08
APS: A Large-Scale Multi-Modal Indoor Camera Positioning System
Ali GhofraniRahil Mahdian ToroghiSeyed Mojtaba Tabatabaie
2021-02-08
Meta-PU: An Arbitrary-Scale Upsampling Network for Point Cloud
Shuquan YeDongdong ChenSongfang HanZiyu WanJing Liao
2021-02-08
Wake Word Detection with Streaming Transformers
Yiming WangHang LvDaniel PoveyLei XieSanjeev Khudanpur
2021-02-08
A Histogram Thresholding Improvement to Mask R-CNN for Scalable Segmentation of New and Old Rural Buildings
Ying LiWeipan XuHaohui ChenJunhao JiangXun Li
2021-02-08
DPointNet: A Density-Oriented PointNet for 3D Object Detection in Point Clouds
Jie LiYu Hu
2021-02-07
Automatic Breast Lesion Detection in Ultrafast DCE-MRI Using Deep Learning
Fazael AyatollahiShahriar B. ShokouhiRitse M. MannJonas Teuwen
2021-02-07
The Implicit Biases of Stochastic Gradient Descent on Deep Neural Networks with Batch Normalization
Ziquan LiuYufei CuiJia WanYu MaoAntoni B. Chan
2021-02-06
IC Networks: Remodeling the Basic Unit for Convolutional Neural Networks
Junyi AnFengshan LiuJian ZhaoFurao Shen
2021-02-06
FFConv: Fast Factorized Neural Network Inference on Encrypted Data
Yuxiao LuJie LinChao JinZhe WangKhin Mi Mi AungXiaoLi Li
2021-02-06
CMS-LSTM: Context-Embedding and Multi-Scale Spatiotemporal-Expression LSTM for Video Prediction
| Zenghao ChaiChun YuanZhihui LinYunpeng Bai
2021-02-06
Self-Supervised Deep Graph Embedding with High-Order Information Fusion for Community Discovery
Shuliang XuShenglan LiuLin Feng
2021-02-05
GNN-RL Compression: Topology-Aware Network Pruning using Multi-stage Graph Embedding and Reinforcement Learning
Sixing YuArya MazaheriAli Jannesari
2021-02-05
Real-time Denoising and Dereverberation with Tiny Recurrent U-Net
Hyeong-Seok ChoiSungjin ParkJie Hwan LeeHoon HeoDongsuk JeonKyogu Lee
2021-02-05
Active Slices for Sliced Stein Discrepancy
Wenbo GongKaibo ZhangYingzhen LiJosé Miguel Hernández-Lobato
2021-02-05
On The Connection of Benford's Law and Neural Networks
Surya Kant SahuAbhinav JavaArshad Shaikh
2021-02-05
Instance and Panoptic Segmentation Using Conditional Convolutions
Zhi TianBoWen ZhangHao ChenChunhua Shen
2021-02-05
Regularization for convolutional kernel tensors to avoid unstable gradient problem in convolutional neural networks
Pei-Chang Guo
2021-02-05
Convolutional Neural Network Interpretability with General Pattern Theory
| Erico TjoaGuan Cuntai
2021-02-05
Indirect Domain Shift for Single Image Dehazing
Huan LiuChen WangJun Chen
2021-02-05
CKConv: Continuous Kernel Convolution For Sequential Data
| David W. RomeroAnna KuzinaErik J. BekkersJakub M. TomczakMark Hoogendoorn
2021-02-04
Lookup subnet based Spatial Graph Convolutional neural Network
Jingzhao HuXiaoqi ZhangQiaomei JiaChen WangQirong BuJun Feng
2021-02-04
A review of motion planning algorithms for intelligent robotics
Chengmin ZhouBingding HuangPasi Fränti
2021-02-04
Designing an Encoder for StyleGAN Image Manipulation
| Omer TovYuval AlalufYotam NitzanOr PatashnikDaniel Cohen-Or
2021-02-04
Only a Matter of Style: Age Transformation Using a Style-Based Regression Model
| Yuval AlalufOr PatashnikDaniel Cohen-Or
2021-02-04
Fine-tuning deep learning model parameters for improved super-resolution of dynamic MRI with prior-knowledge
Chompunuch SarasaenSoumick ChatterjeeMario BreitkopfGeorg RoseAndreas NürnbergerOliver Speck
2021-02-04
VSEGAN: Visual Speech Enhancement Generative Adversarial Network
Xinmeng XuYang WangDongxiang XuYiyuan PengCong ZhangJie JiaBinbin Chen
2021-02-04
Monaural Speech Enhancement with Complex Convolutional Block Attention Module and Joint Time Frequency Losses
Shengkui ZhaoTrung Hieu NguyenBin Ma
2021-02-03
Deep CNNs for large scale species classification
Raj Prateek Kosaraju
2021-02-03
Robust pedestrian detection in thermal imagery using synthesized images
My KieuLorenzo BerlincioniLeonardo GalteriMarco BertiniAndrew D. BagdanovAlberto del Bimbo
2021-02-03
Orientation Convolutional Networks for Image Recognition
Yalan QinGuorui FengHanzhou WuYanli RenXinpeng Zhang
2021-02-02
Face Recognition Using $Sf_{3}CNN$ With Higher Feature Discrimination
Nayaneesh Kumar MishraSatish Kumar Singh
2021-02-02
Face Recognition using 3D CNNs
Nayaneesh Kumar MishraSatish Kumar Singh
2021-02-02
Generating images from caption and vice versa via CLIP-Guided Generative Latent Space Search
| Federico A. GalatoloMario G. C. A. CiminoGigliola Vaglini
2021-02-02
PSLA: Improving Audio Event Classification with Pretraining, Sampling, Labeling, and Aggregation
Yuan GongYu-An ChungJames Glass
2021-02-02
ConvNets for Counting: Object Detection of Transient Phenomena in Steelpan Drums
| Scott H. HawleyAndrew C. Morrison
2021-02-01
Mean-field limits for non-linear Hawkes processes with excitation and inhibition
Peter PfaffelhuberStefan RotterJakob Stiefel
2021-02-01
Understanding Cache Boundness of ML Operators on ARM Processors
| Bernhard KleinChristoph GratlManfred MückeHolger Fröning
2021-02-01
RoutingGAN: Routing Age Progression and Regression with Disentangled Learning
Zhizhong HuangJunping ZhangHongming Shan
2021-02-01
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