1x1 Convolution Explained | Papers With Code

1x1 Convolution

Introduced by Lin et al. in Network In Network

A 1 x 1 Convolution is a convolution with some special properties in that it can be used for dimensionality reduction, efficient low dimensional embeddings, and applying non-linearity after convolutions. It maps an input pixel with all its channels to an output pixel which can be squeezed to a desired output depth. It can be viewed as an MLP looking at a particular pixel location.

Image Credit: http://deeplearning.ai

Source: Network In Network

Paper Code Snippet

Latest Papers

PAPER	DATE
Real-time Face Mask Detection in Video Data Yuchen Ding • Zichen Li • David Yastremsky	2021-05-05
CUAB: Convolutional Uncertainty Attention Block Enhanced the Chest X-ray Image Analysis Chi-Shiang Wang • Fang-Yi Su • Tsung-Lu Michael Lee • Yi-Shan Tsai • Jung-Hsien Chiang	2021-05-05
QueryInst: Parallelly Supervised Mask Query for Instance Segmentation \| Yuxin Fang • Shusheng Yang • Xinggang Wang • Yu Li • Chen Fang • Ying Shan • Bin Feng • Wenyu Liu	2021-05-05
AG-CUResNeSt: A Novel Method for Colon Polyp Segmentation Dinh Viet Sang • Tran Quang Chung • Phan Ngoc Lan • Dao Viet Hang • Dao Van Long • Nguyen Thi Thuy # 1 MEDICAL IMAGE SEGMENTATION ON KVASIR-SEG	2021-05-02
Anatomy-Guided Parallel Bottleneck Transformer Network for Automated Evaluation of Root Canal Therapy Yunxiang Li • Guodong Zeng • Yifan Zhang • Jun Wang • Qianni Zhang • Qun Jin • Lingling Sun • Qisi Lian • Neng Xia • Ruizi Peng • Kai Tang • Yaqi Wang • Shuai Wang	2021-05-02
An integrated autoencoder-based hybrid CNN-LSTM model for COVID-19 severity prediction from lung ultrasound \| Ankan Ghosh Dastider • Farhan Sadik • Shaikh Anowarul Fattah	2021-05-01
MARL: Multimodal Attentional Representation Learning for Disease Prediction Ali Hamdi • Amr Aboeleneen • Khaled Shaban	2021-05-01
Unsupervised data augmentation for object detection Yichen Zhang • Zeyang Song • Wenbo Li	2021-04-30
IPatch: A Remote Adversarial Patch Yisroel Mirsky	2021-04-30
An integrated Auto Encoder-Block Switching defense approach to prevent adversarial attacks \| Anirudh Yadav • Ashutosh Upadhyay • S.Sharanya # 1 ADVERSARIAL DEFENSE ON MINIIMAGENET	2021-04-29
Filter Distribution Templates in Convolutional Networks for Image Classification Tasks Ramon Izquierdo-Cordova • Walterio Mayol-Cuevas	2021-04-28
Adapting ImageNet-scale models to complex distribution shifts with self-learning \| Evgenia Rusak • Steffen Schneider • Peter Gehler • Oliver Bringmann • Wieland Brendel • Matthias Bethge	2021-04-27
ConTNet: Why not use convolution and transformer at the same time? \| Haotian Yan • Zhe Li • Weijian Li • Changhu Wang • Ming Wu • Chuang Zhang	2021-04-27
HAO: Hardware-aware neural Architecture Optimization for Efficient Inference Zhen Dong • Yizhao Gao • Qijing Huang • John Wawrzynek • Hayden K. H. So • Kurt Keutzer	2021-04-26
Wise-SrNet: A Novel Architecture for Enhancing Image Classification by Learning Spatial Resolution of Feature Maps \| Mohammad Rahimzadeh • Soroush Parvin • Elnaz Safi • Mohammad Reza Mohammadi	2021-04-26
Development of a Soft Actor Critic Deep Reinforcement Learning Approach for Harnessing Energy Flexibility in a Large Office Building Anjukan Kathirgamanathan • Eleni Mangina • Donal P. Finn	2021-04-25
Transformer Meets DCFAM: A Novel Semantic Segmentation Scheme for Fine-Resolution Remote Sensing Images Libo Wang • Rui Li • Chenxi Duan • Shenghui Fang	2021-04-25
Revisiting the double-well problem by deep learning with a hybrid network Shurui Li • Jianqin Xu • Jing Qian	2021-04-25
DeepMix: Online Auto Data Augmentation for Robust Visual Object Tracking Ziyi Cheng • Xuhong Ren • Felix Juefei-Xu • Wanli Xue • Qing Guo • Lei Ma • Jianjun Zhao	2021-04-23
Learning from Ambiguous Labels for Lung Nodule Malignancy Prediction Zehui Liao • Yutong Xie • Shishuai Hu • Yong Xia	2021-04-23
Rethinking annotation granularity for overcoming deep shortcut learning: A retrospective study on chest radiographs Luyang Luo • Hao Chen • Yongjie Xiao • Yanning Zhou • Xi Wang • Varut Vardhanabhuti • Mingxiang Wu • Pheng-Ann Heng	2021-04-21
Meta-learning for skin cancer detection using Deep Learning Techniques Sara I. Garcia	2021-04-21
Variational Relational Point Completion Network \| Liang Pan • Xinyi Chen • Zhongang Cai • Junzhe Zhang • Haiyu Zhao • Shuai Yi • Ziwei Liu	2021-04-20
Improving state-of-the-art in Detecting Student Engagement with Resnet and TCN Hybrid Network \| Ali Abedi • Shehroz S. Khan	2021-04-20
Scalable Bayesian Deep Learning with Kernel Seed Networks Sam Maksoud • Kun Zhao • Can Peng • Brian C. Lovell	2021-04-19
TetraPackNet: Four-Corner-Based Object Detection in Logistics Use-Cases Laura Dörr • Felix Brandt • Alexander Naumann • Martin Pouls	2021-04-19
Writing in The Air: Unconstrained Text Recognition from Finger Movement Using Spatio-Temporal Convolution \| Ue-Hwan Kim • Yewon Hwang • Sun-Kyung Lee • Jong-Hwan Kim	2021-04-19
Memory Efficient 3D U-Net with Reversible Mobile Inverted Bottlenecks for Brain Tumor Segmentation Mihir Pendse • Vithursan Thangarasa • Vitaliy Chiley • Ryan Holmdahl • Joel Hestness • Dennis Decoste	2021-04-19
DW-GAN: A Discrete Wavelet Transform GAN for NonHomogeneous Dehazing \| Minghan Fu • Huan Liu • Yankun Yu • Jun Chen • Keyan Wang	2021-04-18
Towards Efficient Convolutional Network Models with Filter Distribution Templates Ramon Izquierdo-Cordova • Walterio Mayol-Cuevas	2021-04-17
Estimation of atrial fibrillation from lead-I ECGs: Comparison with cardiologists and machine learning model (CurAlive), a clinical validation study N. Korucuk • C. Polat • E. S. Gunduz • O. Karaman • V. Tosun • M. Onac • N. Yildirim • Y. Cete • K. Polat	2021-04-15
Vision Transformer using Low-level Chest X-ray Feature Corpus for COVID-19 Diagnosis and Severity Quantification Sangjoon Park • Gwanghyun Kim • Yujin Oh • Joon Beom Seo • Sang Min Lee • Jin Hwan Kim • Sungjun Moon • Jae-Kwang Lim • Jong Chul Ye	2021-04-15
AsymmNet: Towards ultralight convolution neural networks using asymmetrical bottlenecks Haojin Yang • Zhen Shen • Yucheng Zhao	2021-04-15
VOLDOR: Visual Odometry from Log-logistic Dense Optical flow Residuals \| Zhixiang Min • Yiding Yang • Enrique Dunn	2021-04-14
An Introduction of mini-AlphaStar \| Ruo-Ze Liu • Wenhai Wang • Yanjie Shen • Zhiqi Li • Yang Yu • Tong Lu	2021-04-14
Lite-HRNet: A Lightweight High-Resolution Network \| Changqian Yu • Bin Xiao • Changxin Gao • Lu Yuan • Lei Zhang • Nong Sang • Jingdong Wang # 11 POSE ESTIMATION ON COCO TEST-DEV	2021-04-13
TASAC: Temporally Abstract Soft Actor-Critic for Continuous Control \| Haonan Yu • Wei Xu • Haichao Zhang	2021-04-13
ENOS: Energy-Aware Network Operator Search for Hybrid Digital and Compute-in-Memory DNN Accelerators Shamma Nasrin • Ahish Shylendra • Yuti Kadakia • Nick Iliev • Wilfred Gomes • Theja Tulabandhula • Amit Ranjan Trivedi	2021-04-12
A Recipe for Global Convergence Guarantee in Deep Neural Networks Kenji Kawaguchi • Qingyun Sun	2021-04-12
COVID-19 detection using chest X-rays: is lung segmentation important for generalization? Pedro R. A. S. Bassi • Romis Attux	2021-04-12
Detecting COVID-19 and Community Acquired Pneumonia using Chest CT scan images with Deep Learning \| Shubham Chaudhary • Sadbhawna • Vinit Jakhetiya • Badri N Subudhi • Ujjwal Baid • Sharath 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 Cheng • Hongdong Li • Richard Hartley • Yinqiang Zheng • Imari Sato	2021-04-11
Research on Optimization Method of Multi-scale Fish Target Fast Detection Network Yang Liu • Shengmao Zhang • Fei Wang • Wei Fan • Guohua Zou • Jing Bo	2021-04-11
Combined Depth Space based Architecture Search For Person Re-identification Hanjun Li • Gaojie Wu • Wei-Shi Zheng	2021-04-09
Towards Fine-grained Visual Representations by Combining Contrastive Learning with Image Reconstruction and Attention-weighted Pooling \| Jonas Dippel • Steffen Dippel • Johannes Höhne	2021-04-09
DenResCov-19: A deep transfer learning network for robust automatic classification of COVID-19, pneumonia, and tuberculosis from X-rays Michail Mamalakis • Andrew J. Swift • Bart Vorselaars • Surajit Ray • Simonne Weeks • Weiping Ding • Richard H. Clayton • Louise S. Mackenzie • Abhirup Banerjee	2021-04-08
ACERAC: Efficient reinforcement learning in fine time discretization Paweł Wawrzyński • Jakub Łyskawa	2021-04-08
Does Your Dermatology Classifier Know What It Doesn't Know? Detecting the Long-Tail of Unseen Conditions Abhijit Guha Roy • Jie Ren • Shekoofeh Azizi • Aaron Loh • Vivek Natarajan • Basil Mustafa • Nick Pawlowski • Jan Freyberg • YuAn Liu • Zach Beaver • Nam Vo • Peggy Bui • Samantha Winter • Patricia MacWilliams • Greg S. Corrado • Umesh Telang • Yun Liu • Taylan Cemgil • Alan Karthikesalingam • Balaji Lakshminarayanan • Jim Winkens	2021-04-08
Graph Attention Networks for Anti-Spoofing Hemlata Tak • Jee-weon Jung • Jose Patino • Massimiliano Todisco • Nicholas Evans	2021-04-08
Rethinking and Improving the Robustness of Image Style Transfer Pei Wang • Yijun Li • Nuno Vasconcelos	2021-04-08
V2F-Net: Explicit Decomposition of Occluded Pedestrian Detection Mingyang Shang • Dawei Xiang • Zhicheng Wang • Erjin Zhou	2021-04-07
Analysis Towards Classification of Infection and Ischaemia of Diabetic Foot Ulcers Moi Hoon Yap • Bill Cassidy • Joseph M. Pappachan • Claire O'Shea • David Gillespie • Neil Reeves	2021-04-07
Artificial and beneficial -- Exploiting artificial images for aerial vehicle detection Immanuel Weber • Jens Bongartz • Ribana Roscher	2021-04-07
Partially-Connected Differentiable Architecture Search for Deepfake and Spoofing Detection Wanying Ge • Michele Panariello • Jose Patino • Massimiliano Todisco • Nicholas Evans	2021-04-07
Multiple instance active learning for object detection \| Tianning Yuan • Fang Wan • Mengying Fu • Jianzhuang Liu • Songcen Xu • Xiangyang Ji • Qixiang Ye # 1 ACTIVE OBJECT DETECTION ON PASCAL VOC 07+12	2021-04-06
Speaker embeddings by modeling channel-wise correlations Themos Stafylakis • Johan Rohdin • Lukas Burget	2021-04-06
Integrating Frequency Translational Invariance in TDNNs and Frequency Positional Information in 2D ResNets to Enhance Speaker Verification Jenthe Thienpondt • Brecht Desplanques • Kris Demuynck	2021-04-06
A fully automated end-to-end process for fluorescence microscopy images of yeast cells: From segmentation to detection and classification Asmaa Haja • Lambert R. B. Schomaker	2021-04-06
Insight about Detection, Prediction and Weather Impact of Coronavirus (Covid-19) using Neural Network A K M Bahalul Haque • Tahmid Hasan Pranto • Abdulla All Noman • Atik Mahmood	2021-04-05
Attention Back-end for Automatic Speaker Verification with Multiple Enrollment Utterances \| Chang Zeng • Xin Wang • Erica Cooper • Junichi Yamagishi # 1 SPEAKER VERIFICATION ON CN-CELEB	2021-04-04
Uncertainty for Identifying Open-Set Errors in Visual Object Detection Dimity Miller • Niko Sünderhauf • Michael Milford • Feras Dayoub	2021-04-03
Learning Mobile CNN Feature Extraction Toward Fast Computation of Visual Object Tracking Tsubasa Murate • Takashi Watanabe • Masaki Yamada	2021-04-03
Recursively Refined R-CNN: Instance Segmentation with Self-RoI Rebalancing \| Leonardo Rossi • Akbar Karimi • Andrea Prati # 20 INSTANCE SEGMENTATION ON COCO MINIVAL	2021-04-03
Plot2API: Recommending Graphic API from Plot via Semantic Parsing Guided Neural Network \| Zeyu Wang • Sheng Huang • Zhongxin Liu • Meng Yan • Xin Xia • Bei Wang • Dan Yang	2021-04-02
Deep ensembles based on Stochastic Activation Selection for Polyp Segmentation Alessandra Lumini • Loris Nanni • Gianluca Maguolo	2021-04-02
Developing a New Autism Diagnosis Process Based on a Hybrid Deep Learning Architecture Through Analyzing Home Videos Spencer He • Ryan Liu	2021-04-02
LeViT: a Vision Transformer in ConvNet's Clothing for Faster Inference \| Ben Graham • Alaaeldin El-Nouby • Hugo Touvron • Pierre Stock • Armand Joulin • Hervé Jégou • Matthijs Douze # 2 IMAGE CLASSIFICATION ON IMAGENET V2	2021-04-02
Inference of Recyclable Objects with Convolutional Neural Networks Jaime Caballero • Francisco Vergara • Randal Miranda • José Serracín	2021-04-02
A Semantic Segmentation Network for Urban-Scale Building Footprint Extraction Using RGB Satellite Imagery \| Aatif Jiwani • Shubhrakanti Ganguly • Chao Ding • Nan Zhou • David M. Chan	2021-04-02
Students are the Best Teacher: Exit-Ensemble Distillation with Multi-Exits Hojung Lee • Jong-Seok Lee	2021-04-01
One-Shot Neural Ensemble Architecture Search by Diversity-Guided Search Space Shrinking \| Minghao Chen • Houwen Peng • Jianlong Fu • Haibin Ling	2021-04-01
SCALoss: Side and Corner Aligned Loss for Bounding Box Regression Tu Zheng • Shuai Zhao • Yang Liu • Zili Liu • Deng Cai	2021-04-01
Anchor Pruning for Object Detection Maxim Bonnaerens • Matthias Freiberger • Joni Dambre	2021-04-01
Training Multi-bit Quantized and Binarized Networks with A Learnable Symmetric Quantizer \| Phuoc Pham • Jacob Abraham • Jaeyong Chung	2021-04-01
The surprising impact of mask-head architecture on novel class segmentation \| Vighnesh Birodkar • Zhichao Lu • Siyang Li • Vivek Rathod • Jonathan Huang	2021-04-01
Facial expression and attributes recognition based on multi-task learning of lightweight neural networks \| Savchenko A.V. # 1 FACIAL EXPRESSION RECOGNITION ON ACTED FACIAL EXPRESSIONS IN THE WILD (AFEW)	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 Furuta • Tadashi Kozuno • Tatsuya Matsushima • Yutaka Matsuo • Shixiang Shane Gu	2021-03-31
Facial expression and attributes recognition based on multi-task learning of lightweight neural networks \| Andrey V. Savchenko	2021-03-31
Scale-aware Automatic Augmentation for Object Detection \| Yukang Chen • Yanwei Li • Tao Kong • Lu Qi • Ruihang Chu • Lei LI • Jiaya Jia	2021-03-31
NetAdaptV2: Efficient Neural Architecture Search with Fast Super-Network Training and Architecture Optimization Tien-Ju Yang • Yi-Lun Liao • Vivienne Sze	2021-03-31
Scalable Visual Attribute Extraction through Hidden Layers of a Residual ConvNet Andres Baloian • Nils Murrugarra-Llerena • Jose M. Saavedra	2021-03-31
Drowsiness Detection Based On Driver Temporal Behavior Using a New Developed Dataset Farnoosh Faraji • Faraz Lotfi • Javad Khorramdel • Ali Najafi • Ali Ghaffari	2021-03-31
Convolutional Dynamic Alignment Networks for Interpretable Classifications Moritz Böhle • Mario Fritz • Bernt Schiele	2021-03-31
Differentiable Network Adaption with Elastic Search Space Shaopeng Guo • Yujie Wang • Kun Yuan • Quanquan Li	2021-03-30
Automated Cleanup of the ImageNet Dataset by Model Consensus, Explainability and Confident Learning \| Csaba Kertész	2021-03-30
Nonlinear Weighted Directed Acyclic Graph and A Priori Estimates for Neural Networks Yuqing Li • Tao Luo • Chao Ma	2021-03-30
Enabling Homomorphically Encrypted Inference for Large DNN Models Guillermo Lloret-Talavera • Marc Jorda • Harald Servat • Fabian Boemer • Chetan Chauhan • Shigeki Tomishima • Nilesh N. Shah • Antonio J. Peña	2021-03-30
Benchmarking Representation Learning for Natural World Image Collections \| Grant van Horn • Elijah Cole • Sara Beery • Kimberly Wilber • Serge Belongie • Oisin Mac Aodha	2021-03-30
Automatic Graph Partitioning for Very Large-scale Deep Learning Masahiro Tanaka • Kenjiro Taura • Toshihiro Hanawa • Kentaro Torisawa	2021-03-30
FixNorm: Dissecting Weight Decay for Training Deep Neural Networks Yucong Zhou • Yunxiao Sun • Zhao Zhong	2021-03-29
Generalizing to the Open World: Deep Visual Odometry with Online Adaptation Shunkai Li • Xin Wu • Yingdian Cao • Hongbin Zha	2021-03-29
Multi-Scale Vision Longformer: A New Vision Transformer for High-Resolution Image Encoding \| Pengchuan Zhang • Xiyang Dai • Jianwei Yang • Bin Xiao • Lu Yuan • Lei Zhang • Jianfeng Gao # 6 INSTANCE SEGMENTATION ON COCO MINIVAL	2021-03-29
Rethinking Neural Operations for Diverse Tasks \| Nicholas Roberts • Mikhail Khodak • Tri Dao • Liam Li • Christopher Ré • Ameet Talwalkar	2021-03-29
Classification of Seeds using Domain Randomization on Self-Supervised Learning Frameworks Venkat Margapuri • Mitchell Neilsen	2021-03-29
Automating Defense Against Adversarial Attacks: Discovery of Vulnerabilities and Application of Multi-INT Imagery to Protect Deployed Models Josh Kalin • David Noever • Matthew Ciolino • Dominick Hambrick • Gerry Dozier	2021-03-29
Rethinking ResNets: Improved Stacking Strategies With High Order Schemes Zhengbo Luo • Zitang Sun • Weilian Zhou • Sei-ichiro Kamata	2021-03-28
BCNN: Binary Complex Neural Network Yanfei Li • Tong Geng • Ang Li • Huimin Yu	2021-03-28
COVID-19 personal protective equipment detection using real-time deep learning methods \| Shayan Khosravipour • Erfan Taghvaei • Nasrollah Moghadam Charkari	2021-03-27
3D Point Cloud Registration with Multi-Scale Architecture and Self-supervised Fine-tuning \| Sofiane Horache • Jean-Emmanuel Deschaud • François Goulette	2021-03-26
A Practical Survey on Faster and Lighter Transformers Quentin Fournier • Gaétan Marceau Caron • Daniel Aloise	2021-03-26
Understanding Robustness of Transformers for Image Classification Srinadh Bhojanapalli • Ayan Chakrabarti • Daniel Glasner • Daliang Li • Thomas Unterthiner • Andreas Veit	2021-03-26
Improve GAN-based Neural Vocoder using Pointwise Relativistic LeastSquare GAN Congyi Wang • Yu Chen • Bin Wang • Yi Shi	2021-03-26
Distilling Object Detectors via Decoupled Features \| Jianyuan Guo • Kai Han • Yunhe Wang • Han Wu • Xinghao Chen • Chunjing Xu • Chang Xu	2021-03-26
Deep-AIR: A Hybrid CNN-LSTM Framework for Air Quality Modeling in Metropolitan Cities Yang Han • Qi Zhang • Victor O. K. Li • Jacqueline C. K. Lam	2021-03-25
MANAS: Multi-Scale and Multi-Level Neural Architecture Search for Low-Dose CT Denoising Zexin Lu • Wenjun Xia • Yongqiang Huang • Hongming Shan • Hu Chen • Jiliu Zhou • Yi Zhang	2021-03-24
Efficient Multi-Objective Optimization for Deep Learning \| Michael Ruchte • Josif Grabocka	2021-03-24
A Framework for 3D Tracking of Frontal Dynamic Objects in Autonomous Cars Faraz Lotfi • Hamid D. Taghirad	2021-03-24
Are all outliers alike? On Understanding the Diversity of Outliers for Detecting OODs Ramneet Kaur • Susmit Jha • Anirban Roy • Oleg Sokolsky • Insup Lee	2021-03-23
Global Correlation Network: End-to-End Joint Multi-Object Detection and Tracking Xuewu Lin • Yu-ang Guo • Jianqiang Wang	2021-03-23
BossNAS: Exploring Hybrid CNN-transformers with Block-wisely Self-supervised Neural Architecture Search \| Changlin Li • Tao Tang • Guangrun Wang • Jiefeng Peng • Bing Wang • Xiaodan Liang • Xiaojun Chang # 1 NEURAL ARCHITECTURE SEARCH ON IMAGENET	2021-03-23
Dilated SpineNet for Semantic Segmentation Abdullah Rashwan • Xianzhi Du • Xiaoqi Yin • Jing Li # 2 SEMANTIC SEGMENTATION ON CITYSCAPES VAL	2021-03-23
SSD: A Unified Framework for Self-Supervised Outlier Detection \| Vikash Sehwag • Mung Chiang • Prateek Mittal	2021-03-22
Control Distance IoU and Control Distance IoU Loss Function for Better Bounding Box Regression \| Dong Chen • Duoqian Miao	2021-03-22
Predicting brain-age from raw T 1 -weighted Magnetic Resonance Imaging data using 3D Convolutional Neural Networks Lukas Fisch • Jan Ernsting • Nils R. Winter • Vincent Holstein • Ramona Leenings • Marie Beisemann • Kelvin Sarink • Daniel Emden • Nils Opel • Ronny Redlich • Jonathan Repple • Dominik Grotegerd • Susanne Meinert • Niklas Wulms • Heike Minnerup • Jochen G. Hirsch • Thoralf Niendorf • Beate Endemann • Fabian Bamberg • Thomas Kröncke • Annette Peters • Robin Bülow • Henry Völzke • Oyunbileg von Stackelberg • Ramona Felizitas Sowade • Lale Umutlu • Börge Schmidt • Svenja Caspers • German National Cohort Study Center Consortium • Harald Kugel • Bernhard T. Baune • Tilo Kircher • Benjamin Risse • Udo Dannlowski • Klaus Berger • Tim Hahn	2021-03-22
A Batch Normalization Classifier for Domain Adaptation \| Matthew R. Behrend • Sean M. Robinson	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 Garg • Somya Garg	2021-03-22
Anchor-Free Person Search \| Yichao Yan • Jinpeng Li • Jie Qin • Song Bai • Shengcai Liao • Li Liu • Fan Zhu • Ling Shao # 3 PERSON SEARCH ON CUHK-SYSU	2021-03-22
3M: Multi-style image caption generation using Multi-modality features under Multi-UPDOWN model Chengxi Li • Brent Harrison	2021-03-20
Efficient Subsampling for Generating High-Quality Images from Conditional Generative Adversarial Networks \| Xin Ding • Yongwei Wang • Z. Jane Wang • William J. Welch # 1 IMAGE GENERATION ON RC-49	2021-03-20
CE-FPN: Enhancing Channel Information for Object Detection Yihao Luo • Juntao Zhang • Xiang Cao • Jingjuan Guo • Haibo Shen • Tianjiang Wang • Qi Feng	2021-03-19
Cascade Weight Shedding in Deep Neural Networks: Benefits and Pitfalls for Network Pruning Kambiz Azarian • Fatih Porikli	2021-03-19
HW-NAS-Bench:Hardware-Aware Neural Architecture Search Benchmark \| Chaojian Li • Zhongzhi Yu • Yonggan Fu • Yongan Zhang • Yang Zhao • Haoran You • Qixuan Yu • Yue Wang • Yingyan Lin	2021-03-19
Carton dataset synthesis method for domain shift based on foreground texture decoupling and replacement \| Lijun Gou • Shengkai Wu • Jinrong Yang • Hangcheng Yu • Chenxi Lin • Xiaoping Li • Chao Deng	2021-03-19
Danish Fungi 2020 -- Not Just Another Image Recognition Dataset \| Lukáš Picek • Milan Šulc • Jiří Matas • Jacob Heilmann-Clausen • Thomas S. Jeppesen • Thomas Læssøe • Tobias Frøslev # 1 FINE-GRAINED IMAGE CLASSIFICATION ON DF20	2021-03-18
On the Role of Images for Analyzing Claims in Social Media \| Gullal S. Cheema • Sherzod Hakimov • Eric Müller-Budack • Ralph Ewerth	2021-03-17
You Only Look One-level Feature \| Qiang Chen • Yingming Wang • Tong Yang • Xiangyu Zhang • Jian Cheng • Jian Sun # 82 OBJECT DETECTION ON COCO TEST-DEV	2021-03-17
WheatNet: A Lightweight Convolutional Neural Network for High-throughput Image-based Wheat Head Detection and Counting Saeed Khaki • Nima Safaei • Hieu Pham • Lizhi Wang	2021-03-17
Triplet-Watershed for Hyperspectral Image Classification \| Aditya Challa • Sravan Danda • B. S. Daya Sagar • Laurent Najman	2021-03-17
Contrastive Learning of Musical Representations \| Janne Spijkervet • John Ashley Burgoyne # 1 MUSIC AUTO-TAGGING ON MAGNATAGATUNE	2021-03-17
ReconResNet: Regularised Residual Learning for MR Image Reconstruction of Undersampled Cartesian and Radial Data \| Soumick Chatterjee • Mario Breitkopf • Chompunuch Sarasaen • Hadya Yassin • Georg Rose • Andreas Nürnberger • Oliver Speck	2021-03-16
Modulating Localization and Classification for Harmonized Object Detection Taiheng Zhang • Qiaoyong Zhong • ShiLiang Pu • Di Xie	2021-03-16
Adversarial YOLO: Defense Human Detection Patch Attacks via Detecting Adversarial Patches Nan Ji • YanFei Feng • Haidong Xie • Xueshuang Xiang • Naijin Liu	2021-03-16
Understanding invariance via feedforward inversion of discriminatively trained classifiers Piotr Teterwak • Chiyuan Zhang • Dilip Krishnan • Michael C. Mozer	2021-03-15
SaNet: Scale-aware Neural Network for Semantic Labelling of Multiple Spatial Resolution Aerial Images Libo Wang • Shenghui Fang • Ce Zhang • Rui Li • Chenxi Duan • Xiaoliang Meng • Peter M. Atkinson	2021-03-14
Revisiting ResNets: Improved Training and Scaling Strategies \| Irwan Bello • William Fedus • Xianzhi Du • Ekin D. Cubuk • Aravind Srinivas • Tsung-Yi Lin • Jonathon Shlens • Barret Zoph # 22 IMAGE CLASSIFICATION ON CIFAR-100	2021-03-13
Vision Transformer for COVID-19 CXR Diagnosis using Chest X-ray Feature Corpus Sangjoon Park • Gwanghyun Kim • Yujin Oh • Joon Beom Seo • Sang Min Lee • Jin Hwan Kim • Sungjun Moon • Jae-Kwang Lim • Jong Chul Ye	2021-03-12
Probabilistic two-stage detection \| Xingyi Zhou • Vladlen Koltun • Philipp Krähenbühl # 4 OBJECT DETECTION ON COCO TEST-DEV	2021-03-12
Preprint: Norm Loss: An efficient yet effective regularization method for deep neural networks Theodoros Georgiou • Sebastian Schmitt • Thomas Bäck • Wei Chen • Michael Lew	2021-03-11
Pavement Distress Detection and Segmentation using YOLOv4 and DeepLabv3 on Pavements in the Philippines James-Andrew Sarmiento	2021-03-11
RL-CSDia: Representation Learning of Computer Science Diagrams Shaowei Wang • Lingling Zhang • Xuan Luo • Yi Yang • Xin Hu • Jun Liu	2021-03-10
PatchNet -- Short-range Template Matching for Efficient Video Processing \| Huizi Mao • Sibo Zhu • Song Han • William J. Dally	2021-03-10
EmoNet: A Transfer Learning Framework for Multi-Corpus Speech Emotion Recognition \| Maurice Gerczuk • Shahin Amiriparian • Sandra Ottl • Björn Schuller	2021-03-10
Enhancing sensor resolution improves CNN accuracy given the same number of parameters or FLOPS \| Ali Borji	2021-03-09
Automatic code generation from sketches of mobile applications in end-user development using Deep Learning \| Daniel Baulé • Christiane Gresse von Wangenheim • Aldo von Wangenheim • Jean C. R. Hauck • Edson C. Vargas Júnior	2021-03-09
OPANAS: One-Shot Path Aggregation Network Architecture Search for Object Detection \| TingTing Liang • Yongtao Wang • Zhi Tang • Guosheng Hu • Haibin Ling	2021-03-08
Depth Evaluation for Metal Surface Defects by Eddy Current Testing using Deep Residual Convolutional Neural Networks Tian Meng • Yang Tao • Ziqi Chen • Jorge R. Salas Avila • Qiaoye Ran • Yuchun Shao • Ruochen Huang • Yuedong Xie • Qian Zhao • Zhijie Zhang • Hujun Yin • Anthony J. Peyton • Wuliang Yin	2021-03-08
Detecting Adversarial Examples from Sensitivity Inconsistency of Spatial-Transform Domain Jinyu Tian • Jiantao Zhou • Yuanman Li • Jia Duan	2021-03-07
Perception Framework through Real-Time Semantic Segmentation and Scene Recognition on a Wearable System for the Visually Impaired Yingzhi Zhang • Haoye Chen • Kailun Yang • Jiaming Zhang • Rainer Stiefelhagen	2021-03-06
A Real-time Low-cost Artificial Intelligence System for Autonomous Spraying in Palm Plantations \| Zhenwang Qin • Wensheng Wang • Karl-Heinz Dammer • Leifeng Guo • Zhen Cao	2021-03-06
WebFace260M: A Benchmark Unveiling the Power of Million-Scale Deep Face Recognition Zheng Zhu • Guan Huang • Jiankang Deng • Yun Ye • JunJie Huang • Xinze Chen • Jiagang Zhu • Tian Yang • Jiwen Lu • Dalong Du • Jie zhou	2021-03-06
Multitasking Deep Learning Model for Detection of Five Stages of Diabetic Retinopathy Sharmin Majumder • Nasser Kehtarnavaz	2021-03-06
Machine Learning versus Mathematical Model to Estimate the Transverse Shear Stress Distribution in a Rectangular Channel Babak Lashkar-Ara • Niloofar Kalantari • Zohreh Sheikh Khozani • Amir Mosavi	2021-03-06
A Hybrid CNN-BiLSTM Voice Activity Detector \| Nicholas Wilkinson • Thomas Niesler	2021-03-05
Sub-pixel face landmarks using heatmaps and a bag of tricks Samuel W. F. Earp • Aubin Samacoits • Sanjana Jain • Pavit Noinongyao • Siwa Boonpunmongkol	2021-03-04
Coordinate Attention for Efficient Mobile Network Design \| Qibin Hou • Daquan Zhou • Jiashi Feng	2021-03-04
Sensing population distribution from satellite imagery via deep learning: model selection, neighboring effect, and systematic biases Xiao Huang • Di Zhu • Fan Zhang • Tao Liu • Xiao Li • Lei Zou	2021-03-03
General Instance Distillation for Object Detection Xing Dai • Zeren Jiang • Zhao Wu • Yiping Bao • Zhicheng Wang • Si Liu • Erjin Zhou	2021-03-03
Network Pruning via Resource Reallocation Yuenan Hou • Zheng Ma • Chunxiao Liu • Zhe Wang • Chen Change Loy	2021-03-02
Using CNNs to Identify the Origin of Finger Vein Image Babak Maser • Andreas Uhl	2021-03-02
Self-supervised Pretraining of Visual Features in the Wild \| Priya Goyal • Mathilde Caron • Benjamin Lefaudeux • Min Xu • Pengchao Wang • Vivek Pai • Mannat Singh • Vitaliy Liptchinsky • Ishan Misra • Armand Joulin • Piotr Bojanowski # 1 SELF-SUPERVISED IMAGE CLASSIFICATION ON IMAGENET (FINETUNED)	2021-03-02
Over-sampling De-occlusion Attention Network for Prohibited Items Detection in Noisy X-ray Images \| Renshuai Tao • Yanlu Wei • Hainan Li • Aishan Liu • Yifu Ding • Haotong Qin • Xianglong Liu	2021-03-01
Convolutional Normalization: Improving Deep Convolutional Network Robustness and Training \| Sheng Liu • Xiao Li • Yuexiang Zhai • Chong You • Zhihui Zhu • Carlos Fernandez-Granda • Qing Qu	2021-03-01
DTW-Merge: A Novel Data Augmentation Technique for Time Series Classification Mohammad Akyash • Hoda Mohammadzade • Hamid Behroozi	2021-03-01
Brain Programming is Immune to Adversarial Attacks: Towards Accurate and Robust Image Classification using Symbolic Learning Gerardo Ibarra-Vazquez • Gustavo Olague • Mariana Chan-Ley • Cesar Puente • Carlos Soubervielle-Montalvo	2021-03-01
Categorical Depth Distribution Network for Monocular 3D Object Detection \| Cody Reading • Ali Harakeh • Julia Chae • Steven L. Waslander	2021-03-01
Ultra-Data-Efficient GAN Training: Drawing A Lottery Ticket First, Then Training It Toughly \| Tianlong Chen • Yu Cheng • Zhe Gan • Jingjing Liu • Zhangyang Wang	2021-02-28
Efficient Transformer based Method for Remote Sensing Image Change Detection Hao Chen • Zipeng Qi • Zhenwei Shi	2021-02-27
Deep Active Shape Model for Face Alignment and Pose Estimation in Mobile Environment Ali Pourramezan Fard • Hojjat Abdollahi • Mohammad Mahoor	2021-02-27
ACDnet: An action detection network for real-time edge computing based on flow-guided feature approximation and memory aggregation \| Yu Liu • Fan Yang • Dominique Ginhac	2021-02-26
Low-Precision Reinforcement Learning Johan Bjorck • Xiangyu Chen • Christopher De Sa • Carla P. Gomes • Kilian Q. Weinberger	2021-02-26
Visual diagnosis of the Varroa destructor parasitic mite in honeybees using object detector techniques Simon Bilik • Lukas Kratochvila • Adam Ligocki • Ondrej Bostik • Tomas Zemcik • Matous Hybl • Karel Horak • Ludek Zalud	2021-02-26
Even your Teacher Needs Guidance: Ground-Truth Targets Dampen Regularization Imposed by Self-Distillation \| Kenneth Borup • Lars N. Andersen	2021-02-25
SCD: A Stacked Carton Dataset for Detection and Segmentation \| Jinrong Yang • Shengkai Wu • Lijun Gou • Hangcheng Yu • Chenxi Lin • Jiazhuo Wang • Minxuan Li • Xiaoping Li	2021-02-25
Robust Pollen Imagery Classification with Generative Modeling and Mixup Training Jaideep Murkute	2021-02-25
A Framework For Pruning Deep Neural Networks Using Energy-Based Models Hojjat Salehinejad • Shahrokh Valaee	2021-02-25
Bridging Adversarial and Statistical Domain Transfer via Spectral Adaptation Networks \| Christoph Raab • Philipp Väth • Peter Meier • Frank-Michael Schleif # 4 DOMAIN ADAPTATION ON OFFICE-31	2021-02-25
Highly Efficient Representation and Active Learning Framework for Imbalanced Data and its Application to COVID-19 X-Ray Classification Heng Hao • Sima Didari • Jae Oh Woo • Hankyu Moon • Patrick Bangert	2021-02-25
Image Augmentation for Multitask Few-Shot Learning: Agricultural Domain Use-Case \| Sergey Nesteruk • Dmitrii Shadrin • Mariia Pukalchik	2021-02-24
Should I Look at the Head or the Tail? Dual-awareness Attention for Few-Shot Object Detection Tung-I Chen • Yueh-Cheng Liu • Hung-Ting Su • Yu-Cheng Chang • Yu-Hsiang Lin • Jia-Fong Yeh • Winston H. Hsu	2021-02-24
Histo-fetch -- On-the-fly processing of gigapixel whole slide images simplifies and speeds neural network training \| Brendon Lutnick • Leema Krishna Murali • Brandon Ginley • Avi Z. Rosenberg • Pinaki Sarder	2021-02-23
SISE-PC: Semi-supervised Image Subsampling for Explainable Pathology \| Sohini Roychowdhury • Kwok Sun Tang • Mohith Ashok • Anoop Sanka	2021-02-23
ROAD: The ROad event Awareness Dataset for Autonomous Driving \| Gurkirt Singh • Stephen Akrigg • Manuele Di Maio • Valentina Fontana • Reza Javanmard Alitappeh • Suman Saha • Kossar Jeddisaravi • Farzad Yousefi • Jacob Culley • Tom Nicholson • Jordan Omokeowa • Salman Khan • Stanislao Grazioso • Andrew Bradley • Giuseppe Di Gironimo • Fabio Cuzzolin	2021-02-23
Wavelet Transform Analytics for RF-Based UAV Detection and Identification System Using Machine Learning Olusiji Medaiyese • Martins Ezuma • Adrian P. Lauf • Ismail Guvenc	2021-02-23
Revisiting Classification Perspective on Scene Text Recognition \| Hongxiang Cai • Jun Sun • Yichao Xiong # 1 SCENE TEXT RECOGNITION ON ICDAR2015	2021-02-22
Exploring Supervised and Unsupervised Rewards in Machine Translation \| Julia Ive • Zixu Wang • Marina Fomicheva • Lucia Specia	2021-02-22
Lightweight Combinational Machine Learning Algorithm for Sorting Canine Torso Radiographs Masuda Akter Tonima • Fatemeh Esfahani • Austin Dehart • Youmin Zhang	2021-02-22
Training cascaded networks for speeded decisions using a temporal-difference loss Michael L. Iuzzolino • Michael C. Mozer • Samy Bengio	2021-02-19
Lottery Ticket Implies Accuracy Degradation, Is It a Desirable Phenomenon? Ning Liu • Geng Yuan • Zhengping Che • Xuan Shen • Xiaolong Ma • Qing Jin • Jian Ren • Jian Tang • Sijia Liu • Yanzhi Wang	2021-02-19
A Mathematical Principle of Deep Learning: Learn the Geodesic Curve in the Wasserstein Space Kuo Gai • Shihua Zhang	2021-02-18
Densely Nested Top-Down Flows for Salient Object Detection \| Chaowei Fang • HaiBin Tian • Dingwen Zhang • Qiang Zhang • Jungong Han • Junwei Han	2021-02-18
Recurrent Rational Networks \| Quentin Delfosse • Patrick Schramowski • Alejandro Molina • Kristian Kersting # 3 ATARI GAMES ON ATARI 2600 SKIING	2021-02-18
A Dataset and Benchmark for Malaria Life-Cycle Classification in Thin Blood Smear Images Qazi Ammar Arshad • Mohsen Ali • Saeed-Ul Hassan • Chen Chen • Ayisha Imran • Ghulam Rasul • Waqas Sultani	2021-02-17
Ensemble Transfer Learning of Elastography and B-mode Breast Ultrasound Images Sampa Misra • Seungwan Jeon • Ravi Managuli • Seiyon Lee • Gyuwon Kim • Seungchul Lee • Richard G Barr • Chulhong Kim	2021-02-17
LambdaNetworks: Modeling Long-Range Interactions Without Attention \| Irwan Bello # 68 IMAGE CLASSIFICATION ON IMAGENET	2021-02-17
Rethinking Co-design of Neural Architectures and Hardware Accelerators Yanqi Zhou • Xuanyi Dong • Berkin Akin • Mingxing Tan • Daiyi Peng • Tianjian Meng • Amir Yazdanbakhsh • Da Huang • Ravi Narayanaswami • James Laudon	2021-02-17
Improving Deep-learning-based Semi-supervised Audio Tagging with Mixup Léo Cances • Etienne Labbé • Thomas Pellegrini	2021-02-16
Training Larger Networks for Deep Reinforcement Learning Kei Ota • Devesh K. Jha • Asako Kanezaki	2021-02-16
Complex Momentum for Learning in Games Jonathan Lorraine • David Acuna • Paul Vicol • David Duvenaud	2021-02-16
An AutoML-based Approach to Multimodal Image Sentiment Analysis Vasco Lopes • António Gaspar • Luís A. Alexandre • João Cordeiro # 1 MULTIMODAL SENTIMENT ANALYSIS ON B-T4SA	2021-02-16
Multi-Stage Transmission Line Flow Control Using Centralized and Decentralized Reinforcement Learning Agents Xiumin Shang • Jinping Yang • Bingquan Zhu • Lin Ye • Jing Zhang • Jianping Xu • Qin Lyu • Ruisheng Diao	2021-02-16
Detection and severity classification of COVID-19 in CT images using deep learning Yazan Qiblawey • Anas Tahir • Muhammad E. H. Chowdhury • Amith Khandakar • Serkan Kiranyaz • Tawsifur Rahman • Nabil Ibtehaz • Sakib Mahmud • Somaya Al-Madeed • Farayi Musharavati	2021-02-15
Colored Kimia Path24 Dataset: Configurations and Benchmarks with Deep Embeddings Sobhan Shafiei • Morteza Babaie • Shivam Kalra • H. R. Tizhoosh	2021-02-15
Momentum Residual Neural Networks \| Michael E. Sander • Pierre Ablin • Mathieu Blondel • Gabriel Peyré	2021-02-15
Fast, Accurate Barcode Detection in Ultra High-Resolution Images Jerome Quenum • Kehan Wang • Avideh Zakhor	2021-02-13
Depthwise Separable Convolutions Allow for Fast and Memory-Efficient Spectral Normalization Christina Runkel • Christian Etmann • Michael Möller • Carola-Bibiane Schönlieb	2021-02-12
Q-Value Weighted Regression: Reinforcement Learning with Limited Data Piotr Kozakowski • Łukasz Kaiser • Henryk Michalewski • Afroz Mohiuddin • Katarzyna Kańska	2021-02-12
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
ABOShips -- An Inshore and Offshore Maritime Vessel Detection Dataset with Precise Annotations Bogdan Iancu • Valentin Soloviev • Luca Zelioli • Johan Lilius	2021-02-11
Unsupervised Semantic Segmentation by Contrasting Object Mask Proposals \| Wouter Van Gansbeke • Simon Vandenhende • Stamatios Georgoulis • Luc van Gool # 1 UNSUPERVISED SEMANTIC SEGMENTATION ON PASCAL VOC 2012 VAL	2021-02-11
Searching for Fast Model Families on Datacenter Accelerators Sheng Li • Mingxing Tan • Ruoming Pang • Andrew Li • Liqun Cheng • Quoc Le • Norman P. Jouppi	2021-02-10
Pruning of Convolutional Neural Networks Using Ising Energy Model \| Hojjat Salehinejad • Shahrokh Valaee	2021-02-10
BRECQ: Pushing the Limit of Post-Training Quantization by Block Reconstruction \| Yuhang Li • Ruihao Gong • Xu Tan • Yang Yang • Peng Hu • Qi Zhang • Fengwei Yu • Wei Wang • Shi Gu	2021-02-10
Application of Yolo on Mask Detection Task Ren Liu • Ziang Ren	2021-02-10
Regional Attention with Architecture-Rebuilt 3D Network for RGB-D Gesture Recognition \| Benjia Zhou • Yunan Li • Jun Wan	2021-02-10
Enhancing Real-World Adversarial Patches with 3D Modeling Techniques \| Yael Mathov • Lior Rokach • Yuval Elovici	2021-02-10
AdaFuse: Adaptive Temporal Fusion Network for Efficient Action Recognition Yue Meng • Rameswar Panda • Chung-Ching Lin • Prasanna Sattigeri • Leonid Karlinsky • Kate Saenko • Aude Oliva • Rogerio Feris	2021-02-10
Distribution Adaptive INT8 Quantization for Training CNNs Kang Zhao • Sida Huang • Pan Pan • Yinghan Li • Yingya Zhang • Zhenyu Gu • Yinghui Xu	2021-02-09
Train a One-Million-Way Instance Classifier for Unsupervised Visual Representation Learning Yu Liu • Lianghua Huang • Pan Pan • Bin Wang • Yinghui Xu • Rong Jin	2021-02-09
RMOPP: Robust Multi-Objective Post-Processing for Effective Object Detection Mayuresh Savargaonkar • Abdallah Chehade • Samir Rawashdeh	2021-02-09
MALI: A memory efficient and reverse accurate integrator for Neural ODEs \| Juntang Zhuang • Nicha C. Dvornek • Sekhar Tatikonda • James S. Duncan # 10 IMAGE GENERATION ON IMAGENET 64X64	2021-02-09
RANP: Resource Aware Neuron Pruning at Initialization for 3D CNNs \| Zhiwei Xu • Thalaiyasingam Ajanthan • Vibhav Vineet • Richard Hartley	2021-02-09
Spike-based Residual Blocks Wei Fang • Zhaofei Yu • Timothée Masquelier • Yanqi Chen • Tiejun Huang • Yonghong Tian	2021-02-08
Automatic Breast Lesion Detection in Ultrafast DCE-MRI Using Deep Learning Fazael Ayatollahi • Shahriar B. Shokouhi • Ritse M. Mann • Jonas Teuwen	2021-02-07
On The Connection of Benford's Law and Neural Networks Surya Kant Sahu • Abhinav Java • Arshad Shaikh	2021-02-05
Active Slices for Sliced Stein Discrepancy \| Wenbo Gong • Kaibo Zhang • Yingzhen Li • José Miguel Hernández-Lobato	2021-02-05
GNN-RL Compression: Topology-Aware Network Pruning using Multi-stage Graph Embedding and Reinforcement Learning Sixing Yu • Arya Mazaheri • Ali Jannesari	2021-02-05
Convolutional Neural Network Interpretability with General Pattern Theory \| Erico Tjoa • Guan Cuntai	2021-02-05
Deep CNNs for large scale species classification Raj Prateek Kosaraju	2021-02-03
Robust pedestrian detection in thermal imagery using synthesized images My Kieu • Lorenzo Berlincioni • Leonardo Galteri • Marco Bertini • Andrew D. Bagdanov • Alberto del Bimbo	2021-02-03
Generating images from caption and vice versa via CLIP-Guided Generative Latent Space Search \| Federico A. Galatolo • Mario G. C. A. Cimino • Gigliola Vaglini	2021-02-02
Face Recognition Using $Sf_{3}CNN$ With Higher Feature Discrimination Nayaneesh Kumar Mishra • Satish Kumar Singh	2021-02-02
PSLA: Improving Audio Event Classification with Pretraining, Sampling, Labeling, and Aggregation Yuan Gong • Yu-An Chung • James Glass	2021-02-02
ConvNets for Counting: Object Detection of Transient Phenomena in Steelpan Drums \| Scott H. Hawley • Andrew C. Morrison	2021-02-01
Neural Network architectures to classify emotions in Indian Classical Music Uddalok Sarkar • Sayan Nag • Medha Basu • Archi Banerjee • Shankha Sanyal • Ranjan Sengupta • Dipak Ghosh	2021-02-01
Classification of Shoulder X-Ray Images with Deep Learning Ensemble Models \| Fatih Uysal • Fırat Hardalaç • Ozan Peker • Tolga Tolunay • Nil Tokgöz # 1 IMAGE CLASSIFICATION ON FRACTURE/NORMAL SHOULDER BONE X-RAY IMAGES ON MURA	2021-01-31
AACP: Model Compression by Accurate and Automatic Channel Pruning Lanbo Lin • Yujiu Yang • Zhenhua Guo	2021-01-31
NL-CNN: A Resources-Constrained Deep Learning Model based on Nonlinear Convolution \| Radu Dogaru • Ioana Dogaru	2021-01-30
Deep Model Compression based on the Training History S. H. Shabbeer Basha • Mohammad Farazuddin • Viswanath Pulabaigari • Shiv Ram Dubey • Snehasis Mukherjee	2021-01-30
Automated Deep Learning Analysis of Angiography Video Sequences for Coronary Artery Disease Chengyang Zhou • Thao Vy Dinh • Heyi Kong • Jonathan Yap • Khung Keong Yeo • Hwee Kuan Lee • Kaicheng Liang	2021-01-29
RecSSD: Near Data Processing for Solid State Drive Based Recommendation Inference Mark Wilkening • Udit Gupta • Samuel Hsia • Caroline Trippel • Carole-Jean Wu • David Brooks • Gu-Yeon Wei	2021-01-29
CapsNet Regularization and its Conjugation with ResNet for Signature Identification \| Mahdi Jampour • Saeid Abbaasi • Malihe Javidi	2021-01-29
Wavelet Denoised-ResNet CNN and LightGBM Method to Predict Forex Rate of Change Yiqi Zhao • Matloob Khushi	2021-01-29
PIG-Net: Inception based Deep Learning Architecture for 3D Point Cloud Segmentation Sindhu Hegde • Shankar Gangisetty	2021-01-28
Object Detection Made Simpler by Eliminating Heuristic NMS Qiang Zhou • Chaohui Yu • Chunhua Shen • Zhibin Wang • Hao Li	2021-01-28
Exploring Cross-Image Pixel Contrast for Semantic Segmentation \| Wenguan Wang • Tianfei Zhou • Fisher Yu • Jifeng Dai • Ender Konukoglu • Luc van Gool	2021-01-28
Tokens-to-Token ViT: Training Vision Transformers from Scratch on ImageNet \| Li Yuan • Yunpeng Chen • Tao Wang • Weihao Yu • Yujun Shi • Zihang Jiang • Francis EH Tay • Jiashi Feng • Shuicheng Yan # 102 IMAGE CLASSIFICATION ON IMAGENET	2021-01-28
Bottleneck Transformers for Visual Recognition \| Aravind Srinivas • Tsung-Yi Lin • Niki Parmar • Jonathon Shlens • Pieter Abbeel • Ashish Vaswani # 10 INSTANCE SEGMENTATION ON COCO MINIVAL	2021-01-27
OffCon$^3$: What is state of the art anyway? \| Philip J. Ball • Stephen J. Roberts	2021-01-27
Malware Detection Using Frequency Domain-Based Image Visualization and Deep Learning \| Tajuddin Manhar Mohammed • Lakshmanan Nataraj • Satish Chikkagoudar • Shivkumar Chandrasekaran • B. S. Manjunath	2021-01-26
3D U-Net for segmentation of COVID-19 associated pulmonary infiltrates using transfer learning: State-of-the-art results on affordable hardware Keno K. Bressem • Stefan M. Niehues • Bernd Hamm • Marcus R. Makowski • Janis L. Vahldiek • Lisa C. Adams	2021-01-25
DenseNet for Breast Tumor Classification in Mammographic Images Yuliana Jiménez Gaona • María José Rodriguez-Alvarez • Hector Espinó Morató • Darwin Castillo Malla • Vasudevan Lakshminarayanan	2021-01-24
Arabic aspect based sentiment analysis using bidirectional GRU based models Mohammed M. Abdelgwad • Taysir Hassan A Soliman • Ahmed I. Taloba • Mohamed Fawzy Farghaly	2021-01-23
DAF:re: A Challenging, Crowd-Sourced, Large-Scale, Long-Tailed Dataset For Anime Character Recognition \| Edwin Arkel Rios • Wen-Huang Cheng • Bo-Cheng Lai	2021-01-21
Ikshana: A Theory of Human Scene Understanding Mechanism \| Venkata Satya Sai Ajay Daliparthi # 32 SEMANTIC SEGMENTATION ON CITYSCAPES VAL	2021-01-21
GhostSR: Learning Ghost Features for Efficient Image Super-Resolution Ying Nie • Kai Han • Zhenhua Liu • An Xiao • Yiping Deng • Chunjing Xu • Yunhe Wang	2021-01-21
Fooling thermal infrared pedestrian detectors in real world using small bulbs Xiaopei Zhu • Xiao Li • Jianmin Li • Zheyao Wang • Xiaolin Hu	2021-01-20
Variance Based Samples Weighting for Supervised Deep Learning Paul Novello • Gaël Poëtte • David Lugato • Pietro Congedo	2021-01-19
Deep Learning Models for Calculation of Cardiothoracic Ratio from Chest Radiographs for Assisted Diagnosis of Cardiomegaly Tanveer Gupte • Mrunmai Niljikar • Manish Gawali • Viraj Kulkarni • Amit Kharat • Aniruddha Pant	2021-01-19
Deep Convolutional Autoencoders for reconstructing magnetic resonance images of the healthy brain \| Adrián Arnaiz-Rodríguez • Baris Kanber # 1 MRI RECONSTRUCTION ON IXI DATASET	2021-01-19
TLU-Net: A Deep Learning Approach for Automatic Steel Surface Defect Detection Praveen Damacharla • Achuth Rao M. V. • Jordan Ringenberg • Ahmad Y Javaid	2021-01-18
Cost-Efficient Online Hyperparameter Optimization Jingkang Wang • Mengye Ren • Ilija Bogunovic • Yuwen Xiong • Raquel Urtasun	2021-01-17
ACP: Automatic Channel Pruning via Clustering and Swarm Intelligence Optimization for CNN \| Jingfei Chang • Yang Lu • Ping Xue • Yiqun Xu • Zhen Wei	2021-01-16
Self-Supervised Representation Learning from Flow Equivariance Yuwen Xiong • Mengye Ren • Wenyuan Zeng • Raquel Urtasun	2021-01-16
Dynamic Normalization Chuan Liu • Yi Gao • Jiancheng Lv	2021-01-15
A Multiple Classifier Approach for Concatenate-Designed Neural Networks Ka-Hou Chan • Sio-Kei Im • Wei Ke	2021-01-14
GAN Inversion: A Survey \| Weihao Xia • Yulun Zhang • Yujiu Yang • Jing-Hao Xue • Bolei Zhou • Ming-Hsuan Yang	2021-01-14
FabricNet: A Fiber Recognition Architecture Using Ensemble ConvNets \| Abu Quwsar Ohi • M. F. Mridha • Md. Abdul Hamid • Muhammad Mostafa Monowar • Faris A Kateb	2021-01-14
Neural Sequence-to-grid Module for Learning Symbolic Rules \| Segwang Kim • Hyoungwook Nam • Joonyoung Kim • Kyomin Jung	2021-01-13
Feature refinement: An expression-specific feature learning and fusion method for micro-expression recognition Ling Zhou • Qirong Mao • Xiaohua Huang • Feifei Zhang • Zhihong Zhang	2021-01-13
Towards Creating a Deployable Grasp Type Probability Estimator for a Prosthetic Hand Mehrshad Zandigohar • Mo Han • Deniz Erdogmus • Gunar Schirner	2021-01-13
Deep learning based prediction of Alzheimer's disease from magnetic resonance images Manu Subramoniam • Aparna T. R. • Anurenjan P. R. • Sreeni K. G	2021-01-13
LLA: Loss-aware Label Assignment for Dense Pedestrian Detection \| Zheng Ge • JianFeng Wang • Xin Huang • Songtao Liu • Osamu Yoshie	2021-01-12
RepVGG: Making VGG-style ConvNets Great Again \| Xiaohan Ding • Xiangyu Zhang • Ningning Ma • Jungong Han • Guiguang Ding • Jian Sun # 8 SEMANTIC SEGMENTATION ON CITYSCAPES VAL	2021-01-11
The Semantic Adjacency Criterion in Time Intervals Mining Alexander Shknevsky • Yuval Shahar • Robert Moskovitch	2021-01-11
Accuracy and Architecture Studies of Residual Neural Network solving Ordinary Differential Equations Changxin Qiu • Aaron Bendickson • Joshua Kalyanapu • Jue Yan	2021-01-10
Exploring Adversarial Fake Images on Face Manifold Dongze Li • Wei Wang • Hongxing Fan • Jing Dong	2021-01-09
NVAE-GAN Based Approach for Unsupervised Time Series Anomaly Detection Liang Xu • Liying Zheng • Weijun Li • Zhenbo Chen • Weishun Song • Yue Deng • Yongzhe Chang • Jing Xiao • Bo Yuan	2021-01-08
Residual networks classify inputs based on their neural transient dynamics Fereshteh Lagzi	2021-01-08
More Reliable AI Solution: Breast Ultrasound Diagnosis Using Multi-AI Combination Jian Dai • Shuge Lei • Licong Dong • Xiaona Lin • Huabin Zhang • Desheng Sun • Kehong Yuan	2021-01-07
Facial Expression Recognition in the Wild via Deep Attentive Center Loss \| Amir Hossein Farzaneh • Xiaojun Qi # 3 FACIAL EXPRESSION RECOGNITION ON RAF-DB	2021-01-07
End-2-End COVID-19 Detection from Breath & Cough Audio \| Harry Coppock • Alexander Gaskell • Panagiotis Tzirakis • Alice Baird • Lyn Jones • Björn W. Schuller	2021-01-07
ISETAuto: Detecting vehicles with depth and radiance information Zhenyi Liu • Joyce Farrell • Brian Wandell	2021-01-06
An Automatic System to Monitor the Physical Distance and Face Mask Wearing of Construction Workers in COVID-19 Pandemic Moein Razavi • Hamed Alikhani • Vahid Janfaza • Benyamin Sadeghi • Ehsan Alikhani	2021-01-05
A Framework for Fast Scalable BNN Inference using Googlenet and Transfer Learning Karthik E	2021-01-04
Cy: Chaotic yolo for user intended image encryption and sharing in social media Meysam Asgari-Chenaghlu • Mohammad-Reza Feizi-Derakhshi • Narjes Nikzad-Khasmakhi • Ali-Reza Feizi-Derakhshi • Majid Ramezani • Zoleikha Jahanbakhsh-Nagadeh • Taymaz Rahkar-Farshi • Elnaz Zafarani-Moattar • Mehrdad Ranjbar-Khadivi • Mohammad-Ali Balafar	2021-01-04
One Shot Model For The Prediction of COVID-19 and Lesions Segmentation In Chest CT Scans Through The Affinity Among Lesion Mask Features \| Aram Ter-Sarkisov	2021-01-04
RegNet: Self-Regulated Network for Image Classification Jing Xu • Yu Pan • Xinglin Pan • Steven Hoi • Zhang Yi • Zenglin Xu	2021-01-03
Few-shot Image Classification: Just Use a Library of Pre-trained Feature Extractors and a Simple Classifier \| Arkabandhu Chowdhury • Mingchao Jiang • Chris Jermaine	2021-01-03
An Artificial Intelligence System for Combined Fruit Detection and Georeferencing, Using RTK-Based Perspective Projection in Drone Imagery Angus Baird • Stefano Giani	2021-01-01
Bilateral Grid Learning for Stereo Matching Networks Bin Xu • Yuhua Xu • Xiaoli Yang • Wei Jia • Yulan Guo	2021-01-01
Inhibition-augmented ConvNets Anonymous	2021-01-01
MSFM: Multi-Scale Fusion Module for Object Detection Anonymous	2021-01-01
A Half-Space Stochastic Projected Gradient Method for Group Sparsity Regularization Anonymous	2021-01-01
PolarNet: Learning to Optimize Polar Keypoints for Keypoint Based Object Detection Anonymous	2021-01-01
Model-Free Energy Distance for Pruning DNNs \| Anonymous	2021-01-01
HW-NAS-Bench: Hardware-Aware Neural Architecture Search Benchmark Anonymous	2021-01-01
Dense Global Context Aware RCNN for Object Detection Anonymous	2021-01-01
Boosting Certified Robustness of Deep Networks via a Compositional Architecture Anonymous	2021-01-01
A Block Minifloat Representation for Training Deep Neural Networks Anonymous	2021-01-01
Evidence against implicitly recurrent computations in residual neural networks Anonymous	2021-01-01
Recycling sub-optimial Hyperparameter Optimization models to generate efficient Ensemble Deep Learning Anonymous	2021-01-01
Beyond COVID-19 Diagnosis: Prognosis with Hierarchical Graph Representation Learning Anonymous	2021-01-01
not-so-big-GAN: Generating High-Fidelity Images on Small Compute with Wavelet-based Super-Resolution Anonymous	2021-01-01
Modeling Human Development: Effects of Blurred Vision on Category Learning in CNNs Anonymous	2021-01-01
DIET-SNN: A Low-Latency Spiking Neural Network with Direct Input Encoding & Leakage and Threshold Optimization Anonymous	2021-01-01
Multi-Representation Ensemble in Few-Shot Learning Anonymous	2021-01-01
Constructing Multiple High-Quality Deep Neural Networks: A TRUST-TECH Based Approach Anonymous	2021-01-01
PHEW: Paths with Higher Edge-Weights give ''winning tickets'' without training data Anonymous	2021-01-01
BasisNet: Two-stage Model Synthesis for Efficient Inference Anonymous	2021-01-01
Practical Locally Private Federated Learning with Communication Efficiency Anonymous	2021-01-01
CT-Net: Channel Tensorization Network for Video Classification Anonymous	2021-01-01
Neural Networks Preserve Invertibility Across Iterations: A Possible Source of Implicit Data Augmentation Anonymous	2021-01-01
SEDONA: Search for Decoupled Neural Networks toward Greedy Block-wise Learning Anonymous	2021-01-01
Generative Adversarial Neural Architecture Search with Importance Sampling Anonymous	2021-01-01
Making Coherence Out of Nothing At All: Measuring Evolution of Gradient Alignment Anonymous	2021-01-01
Differentiable Dynamic Quantization with Mixed Precision and Adaptive Resolution Anonymous	2021-01-01
NAHAS: Neural Architecture and Hardware Accelerator Search Anonymous	2021-01-01
Variance Based Sample Weighting for Supervised Learning Anonymous	2021-01-01
Consistent Instance Classification for Unsupervised Representation Learning Anonymous	2021-01-01
Fast Training of Contrastive Learning with Intermediate Contrastive Loss Anonymous	2021-01-01
Deep Coherent Exploration For Continuous Control Anonymous	2021-01-01
PGPS : Coupling Policy Gradient with Population-based Search Anonymous	2021-01-01
CAT-SAC: Soft Actor-Critic with Curiosity-Aware Entropy Temperature Anonymous	2021-01-01
A Geometric Analysis of Deep Generative Image Models and Its Applications \| Anonymous	2021-01-01
Accelerating ODE-Based Neural Networks on Low-Cost FPGAs Hirohisa Watanabe • Hiroki Matsutani	2020-12-31
EfficientNet-Absolute Zero for Continuous Speech Keyword Spotting \| Amir Mohammad Rostami • Ali Karimi • Mohammad Ali Akhaee	2020-12-31
Kaleidoscope: An Efficient, Learnable Representation For All Structured Linear Maps \| Tri Dao • Nimit S. Sohoni • Albert Gu • Matthew Eichhorn • Amit Blonder • Megan Leszczynski • Atri Rudra • Christopher Ré	2020-12-29
Direct Quantization for Training Highly Accurate Low Bit-width Deep Neural Networks Tuan Hoang • Thanh-Toan Do • Tam V. Nguyen • Ngai-Man Cheung	2020-12-26
Sparse Adversarial Attack to Object Detection \| Jiayu Bao	2020-12-26
Revisiting Edge Detection in Convolutional Neural Networks Minh Le • Subhradeep Kayal	2020-12-25
Implicit Feature Pyramid Network for Object Detection Tiancai Wang • Xiangyu Zhang • Jian Sun	2020-12-25
Union-net: A deep neural network model adapted to small data sets \| Qingfang He • Guang Cheng • Zhiying Lin	2020-12-24
Global Context Networks \| Yue Cao • Jiarui Xu • Stephen Lin • Fangyun Wei • Han Hu # 8 OBJECT DETECTION ON COCO MINIVAL	2020-12-24
Diabetic Retinopathy Grading System Based on Transfer Learning Eman AbdelMaksoud • Sherif Barakat • Mohammed Elmogy	2020-12-23
SWA Object Detection \| Haoyang Zhang • Ying Wang • Feras Dayoub • Niko Sünderhauf	2020-12-23
Efficient and Visualizable Convolutional Neural Networks for COVID-19 Classification Using Chest CT Aksh Garg • Sana Salehi • Marianna La Rocca • Rachael Garner • Dominique Duncan	2020-12-22
FracBNN: Accurate and FPGA-Efficient Binary Neural Networks with Fractional Activations \| Yichi Zhang • Junhao Pan • Xinheng Liu • Hongzheng Chen • Deming Chen • Zhiru Zhang	2020-12-22
Applying Wav2vec2.0 to Speech Recognition in Various Low-resource Languages Cheng Yi • Jianzhong Wang • Ning Cheng • Shiyu Zhou • Bo Xu	2020-12-22
FcaNet: Frequency Channel Attention Networks \| Zequn Qin • Pengyi Zhang • Fei Wu • Xi Li	2020-12-22
Universal Approximation Properties for ODENet and ResNet Yuto Aizawa • Masato Kimura	2020-12-22
Online Bag-of-Visual-Words Generation for Unsupervised Representation Learning \| Spyros Gidaris • Andrei Bursuc • Gilles Puy • Nikos Komodakis • Matthieu Cord • Patrick Pérez # 13 SEMI-SUPERVISED IMAGE CLASSIFICATION ON IMAGENET - 1% LABELED DATA	2020-12-21
Infrared image pedestrian target detection based on Yolov3 and migration learning Shengqi Geng	2020-12-21
AdnFM: An Attentive DenseNet based Factorization Machine for CTR Prediction Kai Wang • Chunxu Shen • Wenye Ma	2020-12-20
Color Channel Perturbation Attacks for Fooling Convolutional Neural Networks and A Defense Against Such Attacks \| Jayendra Kantipudi • Shiv Ram Dubey • Soumendu Chakraborty	2020-12-20
Transfer Learning Based Automatic Model Creation Tool For Resource Constraint Devices Karthik Bhat • Manan Bhandari • ChangSeok Oh • Sujin Kim • Jeeho Yoo	2020-12-18
Object Detection based on OcSaFPN in Aerial Images with Noise Chengyuan Li • Jun Liu • Hailong Hong • Wenju Mao • Chenjie Wang • Chudi Hu • Xin Su • Bin Luo	2020-12-18
Enabling Retrain-free Deep Neural Network Pruning using Surrogate Lagrangian Relaxation Deniz Gurevin • Shanglin Zhou • Lynn Pepin • Bingbing Li • Mikhail Bragin • Caiwen Ding • Fei Miao	2020-12-18
Objectron: A Large Scale Dataset of Object-Centric Videos in the Wild with Pose Annotations \| Adel Ahmadyan • Liangkai Zhang • Jianing Wei • Artsiom Ablavatski • Matthias Grundmann # 1 MONOCULAR 3D OBJECT DETECTION ON GOOGLE OBJECTRON	2020-12-18
Exploiting Learnable Joint Groups for Hand Pose Estimation \| Moran Li • Yuan Gao • Nong Sang	2020-12-17
Efficient Golf Ball Detection and Tracking Based on Convolutional Neural Networks and Kalman Filter \| Tianxiao Zhang • Xiaohan Zhang • Yiju Yang • Zongbo Wang • Guanghui Wang	2020-12-17
SceneFormer: Indoor Scene Generation with Transformers \| Xinpeng Wang • Chandan Yeshwanth • Matthias Nießner	2020-12-17
Distilling Optimal Neural Networks: Rapid Search in Diverse Spaces Bert Moons • Parham Noorzad • Andrii Skliar • Giovanni Mariani • Dushyant Mehta • Chris Lott • Tijmen Blankevoort	2020-12-16
Revisiting 3D Context Modeling with Supervised Pre-training for Universal Lesion Detection in CT Slices Shu Zhang • Jincheng Xu • Yu-Chun Chen • Jiechao Ma • Zihao Li • Yizhou Wang • Yizhou Yu	2020-12-16
Objective-Based Hierarchical Clustering of Deep Embedding Vectors Stanislav Naumov • Grigory Yaroslavtsev • Dmitrii Avdiukhin	2020-12-15
Spatial-Temporal Fusion Graph Neural Networks for Traffic Flow Forecasting \| Mengzhang Li • Zhanxing Zhu	2020-12-15
User-friendly automatic transcription of low-resource languages: Plugging ESPnet into Elpis Oliver Adams • Benjamin Galliot • Guillaume Wisniewski • Nicholas Lambourne • Ben Foley • Rahasya Sanders-Dwyer • Janet Wiles • Alexis Michaud • Séverine Guillaume • Laurent Besacier • Christopher Cox • Katya Aplonova • Guillaume Jacques • Nathan Hill	2020-12-15
HR-Depth: High Resolution Self-Supervised Monocular Depth Estimation \| Xiaoyang Lyu • Liang Liu • Mengmeng Wang • Xin Kong • Lina Liu • Yong liu • Xinxin Chen • Yi Yuan # 5 MONOCULAR DEPTH ESTIMATION ON KITTI EIGEN SPLIT UNSUPERVISED	2020-12-14
TDAF: Top-Down Attention Framework for Vision Tasks Bo Pang • Yizhuo Li • Jiefeng Li • Muchen Li • Hanwen Cao • Cewu Lu	2020-12-14
One-Shot Learning with Triplet Loss for Vegetation Classification Tasks Alexander Uzhinskiy • Gennady Ososkov • Pavel Goncharov • Andrey Nechaevskiy • Artem Smetanin	2020-12-14
Decoupled Self Attention for Accurate One Stage Object Detection \| Kehe WU • Zuge Chen • Qi Ma • Xiaoliang Zhang • Wei Li	2020-12-14
Quantizing data for distributed learning Osama A. Hanna • Yahya H. Ezzeldin • Christina Fragouli • Suhas Diggavi	2020-12-14
Policy Gradient RL Algorithms as Directed Acyclic Graphs \| Juan Jose Garau Luis	2020-12-14
Human Pose Transfer by Adaptive Hierarchical Deformation \| Jinsong Zhang • Xingzi Liu • Kun Li	2020-12-13
Simple Copy-Paste is a Strong Data Augmentation Method for Instance Segmentation \| Golnaz Ghiasi • Yin Cui • Aravind Srinivas • Rui Qian • Tsung-Yi Lin • Ekin D. Cubuk • Quoc V. Le • Barret Zoph # 1 OBJECT DETECTION ON PASCAL VOC 2007	2020-12-13
PAIRS AutoGeo: an Automated Machine Learning Framework for Massive Geospatial Data Wang Zhou • Levente J. Klein • Siyuan Lu	2020-12-12
DETR for Crowd Pedestrian Detection \| Matthieu Lin • Chuming Li • Xingyuan Bu • Ming Sun • Chen Lin • Junjie Yan • Wanli Ouyang • Zhidong Deng	2020-12-12
Delay Differential Neural Networks Srinivas Anumasa • P. K. Srijith	2020-12-12
The Lottery Tickets Hypothesis for Supervised and Self-supervised Pre-training in Computer Vision Models \| Tianlong Chen • Jonathan Frankle • Shiyu Chang • Sijia Liu • Yang Zhang • Michael Carbin • Zhangyang Wang	2020-12-12
Monetary Risk Measures Guangyan Jia • Jianming Xia • Rongjie Zhao	2020-12-12
CEM500K – A large-scale heterogeneous unlabeled cellular electron microscopy image dataset for deep learning \| Ryan W Conrad • Kedar Narayan # 1 ELECTRON MICROSCOPY IMAGE SEGMENTATION ON EMORGANELLES	2020-12-11
A Multi-task Joint Framework for Real-time Person Search Ye Li • Kangning Yin • Jie Liang • Chunyu Wang • Guangqiang Yin	2020-12-11
OPAC: Opportunistic Actor-Critic Srinjoy Roy • Saptam Bakshi • Tamal Maharaj	2020-12-11
SE-ECGNet: A Multi-scale Deep Residual Network with Squeeze-and-Excitation Module for ECG Signal Classification Haozhen Zhang • Wei Zhao • Shuang Liu	2020-12-10
Ensemble-CVDNet: A Deep Learning based End-to-End Classification Framework for COVID-19 Detection using Ensembles of Networks Coşku Öksüz • Oğuzhan Urhan • Mehmet Kemal Güllü	2020-12-09
Fine-Grained Dynamic Head for Object Detection \| Lin Song • Yanwei Li • Zhengkai Jiang • Zeming Li • Hongbin Sun • Jian Sun • Nanning Zheng	2020-12-07
Deep Neural Network Training without Multiplications Tsuguo Mogami	2020-12-07
Efficient Reservoir Management through Deep Reinforcement Learning Xinrun Wang • Tarun Nair • Haoyang Li • Yuh Sheng Reuben Wong • Nachiket Kelkar • Srinivas Vaidyanathan • Rajat Nayak • Bo An • Jagdish Krishnaswamy • Milind Tambe	2020-12-07
Food Classification with Convolutional Neural Networks and Multi-Class Linear Discernment Analysis \| Joshua Ball	2020-12-06
Systolic-CNN: An OpenCL-defined Scalable Run-time-flexible FPGA Accelerator Architecture for Accelerating Convolutional Neural Network Inference in Cloud/Edge Computing \| Akshay Dua • Yixing Li • Fengbo Ren	2020-12-06
MyFood: A Food Segmentation and Classification System to Aid Nutritional Monitoring Charles N. C. Freitas • Filipe R. Cordeiro • Valmir Macario	2020-12-05
Parallel Blockwise Knowledge Distillation for Deep Neural Network Compression \| Cody Blakeney • Xiaomin Li • Yan Yan • Ziliang Zong	2020-12-05
Global Context Aware RCNN for Object Detection Wenchao Zhang • Chong Fu • Haoyu Xie • Mai Zhu • Ming Tie • Junxin Chen	2020-12-04
Towards Natural Robustness Against Adversarial Examples Haoyu Chu • Shikui Wei • Yao Zhao	2020-12-04
Aerial Imagery Pixel-level Segmentation \| Michael R. Heffels • Joaquin Vanschoren # 1 SEMANTIC SEGMENTATION ON DRONEDEPLOY	2020-12-03
Dual Refinement Feature Pyramid Networks for Object Detection Jialiang Ma • Bin Chen	2020-12-03
Co-mining: Self-Supervised Learning for Sparsely Annotated Object Detection Tiancai Wang • Tong Yang • Jiale Cao • Xiangyu Zhang	2020-12-03
Evolving Character-Level DenseNet Architectures using Genetic Programming Trevor Londt • Xiaoying Gao • Peter Andreae	2020-12-03
Traffic Surveillance using Vehicle License Plate Detection and Recognition in Bangladesh Md. Saif Hassan Onim • Muhaiminul Islam Akash • Mahmudul Haque • Raiyan Ibne Hafiz	2020-12-03
Triplet Entropy Loss: Improving The Generalisation of Short Speech Language Identification Systems \| Ruan van der Merwe	2020-12-03
On the Surprising Efficiency of Committee-based Models Xiaofang Wang • Dan Kondratyuk • Eric Christiansen • Kris M. Kitani • Yair Movshovitz-Attias • Elad Eban	2020-12-03
Dataset for eye-tracking tasks \| Ildar Rakhmatulin	2020-12-02
Single-Shot Lightweight Model For The Detection of Lesions And The Prediction of COVID-19 From Chest CT Scans \| Aram Ter-Sarkisov	2020-12-02
An Once-for-All Budgeted Pruning Framework for ConvNets Considering Input Resolution Wenyu Sun • Jian Cao • Pengtao Xu • Xiangcheng Liu • Pu Li	2020-12-02
Learning Universal Shape Dictionary for Realtime Instance Segmentation \| Tutian Tang • Wenqiang Xu • Ruolin Ye • Lixin Yang • Cewu Lu	2020-12-02
Model Rubik’s Cube: Twisting Resolution, Depth and Width for TinyNets \| Kai Han • Yunhe Wang • Qiulin Zhang • Wei zhang • Chunjing Xu • Tong Zhang	2020-12-01
SMYRF - Efficient Attention using Asymmetric Clustering \| Giannis Daras • Nikita Kitaev • Augustus Odena • Alexandros G. Dimakis	2020-12-01
Residual Distillation: Towards Portable Deep Neural Networks without Shortcuts Guilin Li • Junlei Zhang • Yunhe Wang • Chuanjian Liu • Matthias Tan • Yunfeng Lin • Wei zhang • Jiashi Feng • Tong Zhang	2020-12-01
Bootstrap Your Own Latent - A New Approach to Self-Supervised Learning \| Jean-bastien Grill • Florian Strub • Florent Altché • Corentin Tallec • Pierre Richemond • Elena Buchatskaya • Carl Doersch • Bernardo Avila Pires • Zhaohan Guo • Mohammad Gheshlaghi Azar • Bilal Piot • Koray Kavukcuoglu • Remi Munos • Michal Valko	2020-12-01
Semi-Supervised Noisy Student Pre-training on EfficientNet Architectures for Plant Pathology Classification Sedrick Scott Keh	2020-12-01
Diverse Temporal Aggregation and Depthwise Spatiotemporal Factorization for Efficient Video Classification \| Youngwan Lee • Hyung-Il Kim • Kimin Yun • Jinyoung Moon # 5 ACTION RECOGNITION ON SOMETHING-SOMETHING V2	2020-12-01
Confluence: A Robust Non-IoU Alternative to Non-Maxima Suppression in Object Detection \| Andrew Shepley • Greg Falzon • Paul Kwan	2020-12-01
Dynamic Feature Pyramid Networks for Object Detection \| Mingjian Zhu • Kai Han • Changbin Yu • Yunhe Wang	2020-12-01
Extracting Electron Scattering Cross Sections from Swarm Data using Deep Neural Networks Vishrut Jetly • Bhaskar Chaudhury	2020-11-30
ScaleNAS: One-Shot Learning of Scale-Aware Representations for Visual Recognition Hsin-Pai Cheng • Feng Liang • Meng Li • Bowen Cheng • Feng Yan • Hai Li • Vikas Chandra • Yiran Chen # 1 MULTI-PERSON POSE ESTIMATION ON CROWDPOSE	2020-11-30
TStarBot-X: An Open-Sourced and Comprehensive Study for Efficient League Training in StarCraft II Full Game \| Lei Han • Jiechao Xiong • Peng Sun • Xinghai Sun • Meng Fang • Qingwei Guo • Qiaobo Chen • Tengfei Shi • Hongsheng Yu • Xipeng Wu • Zhengyou Zhang	2020-11-27
Data-Efficient Classification of Radio Galaxies \| Ashwin Samudre • Lijo George • Mahak Bansal • Yogesh Wadadekar	2020-11-26
Depth-Enhanced Feature Pyramid Network for Occlusion-Aware Verification of Buildings from Oblique Images Qing Zhu • Shengzhi Huang • Han Hu • Haifeng Li • Min Chen • Ruofei Zhong	2020-11-26
Beyond Single Instance Multi-view Unsupervised Representation Learning Xiangxiang Chu • Xiaohang Zhan • Xiaolin Wei	2020-11-26
Automatic Detection of Cardiac Chambers Using an Attention-based YOLOv4 Framework from Four-chamber View of Fetal Echocardiography Sibo Qiao • Shanchen Pang • Gang Luo • Silin Pan • Xun Wang • Min Wang • Xue Zhai • Taotao Chen	2020-11-26
Omni-GAN: On the Secrets of cGANs and Beyond \| Peng Zhou • Lingxi Xie • Bingbing Ni • Cong Geng • Qi Tian # 3 CONDITIONAL IMAGE GENERATION ON IMAGENET 128X128	2020-11-26
Sparse R-CNN: End-to-End Object Detection with Learnable Proposals \| Peize Sun • Rufeng Zhang • Yi Jiang • Tao Kong • Chenfeng Xu • Wei Zhan • Masayoshi Tomizuka • Lei LI • Zehuan Yuan • Changhu Wang • Ping Luo # 27 OBJECT DETECTION ON COCO MINIVAL	2020-11-25
An Analysis of Deep Object Detectors For Diver Detection Karin de Langis • Michael Fulton • Junaed Sattar	2020-11-25
MicroNet: Towards Image Recognition with Extremely Low FLOPs Yunsheng Li • Yinpeng Chen • Xiyang Dai • Dongdong Chen • Mengchen Liu • Lu Yuan • Zicheng Liu • Lei Zhang • Nuno Vasconcelos	2020-11-24
ImageNet Pretrained CNNs for JPEG Steganalysis Yassine Yousfi • Jan Butora • Eugene Khvedchenya • Jessica Fridrich	2020-11-24
Cancer image classification based on DenseNet model Ziliang Zhong • Muhang Zheng • Huafeng Mai • Jianan Zhao • Xinyi Liu	2020-11-23
Automated Quality Assessment of Hand Washing Using Deep Learning Maksims Ivanovs • Roberts Kadikis • Martins Lulla • Aleksejs Rutkovskis • Atis Elsts	2020-11-23
Automatic Detection and Classification of Tick-borne Skin Lesions using Deep Learning Lauren Michelle Pfeifer • Matias Valdenegro-Toro	2020-11-23
Exploring Contrastive Learning in Human Activity Recognition for Healthcare \| Chi Ian Tang • Ignacio Perez-Pozuelo • Dimitris Spathis • Cecilia Mascolo	2020-11-23
FP-NAS: Fast Probabilistic Neural Architecture Search Zhicheng Yan • Xiaoliang Dai • Peizhao Zhang • Yuandong Tian • Bichen Wu • Matt Feiszli	2020-11-22
Efficient embedding network for 3D brain tumor segmentation Hicham Messaoudi • Ahror Belaid • Mohamed Lamine Allaoui • Ahcene Zetout • Mohand Said Allili • Souhil Tliba • Douraied Ben Salem • Pierre-Henri Conze	2020-11-22
Deep learning model trained on mobile phone-acquired frozen section images effectively detects basal cell carcinoma Junli Cao • B. S. • Junyan Wu • M. S. • Jing W. Zhang • Jay J. Ye • Ph. D. • Limin Yu • M. D. • M. S	2020-11-22
A System for Automatic Rice Disease Detectionfrom Rice Paddy Images Serviced via a Chatbot Pitchayagan Temniranrat • Kantip Kiratiratanapruk • Apichon Kitvimonrat • Wasin Sinthupinyo • Sujin Patarapuwadol	2020-11-21
Densely connected multidilated convolutional networks for dense prediction tasks Naoya Takahashi • Yuki Mitsufuji	2020-11-21
MobileDepth: Efficient Monocular Depth Prediction on Mobile Devices Yekai Wang	2020-11-20
Improvement of Classification in One-Stage Detector Wu Kehe • Chen Zuge • Zhang Xiaoliang • Li Wei	2020-11-20
Large Scale Neural Architecture Search with Polyharmonic Splines Ulrich Finkler • Michele Merler • Rameswar Panda • Mayoore S. Jaiswal • Hui Wu • Kandan Ramakrishnan • Chun-Fu Chen • Minsik Cho • David Kung • Rogerio Feris • Bishwaranjan Bhattacharjee	2020-11-20
Optic Disc, Cup and Fovea Detection from Retinal Images Using U-Net++ with EfficientNet Encoder Ravi Kamble • Pranab Samanta • Nitin Singhal # 1 OPTIC DISC SEGMENTATION ON REFUGE CHALLENGE	2020-11-20
Universal MelGAN: A Robust Neural Vocoder for High-Fidelity Waveform Generation in Multiple Domains \| Won Jang • Dan Lim • Jaesam Yoon	2020-11-19
ReAssert: Deep Learning for Assert Generation Robert White • Jens Krinke	2020-11-19
Deep Learning for Automated Screening of Tuberculosis from Indian Chest X-rays: Analysis and Update Anushikha Singh • Brejesh lall • B. K. Panigrahi • Anjali Agrawal • Anurag Agrawal • Balamugesh Thangakunam • DJ Christopher	2020-11-19
Optimal Algorithms for Convex Nested Stochastic Composite Optimization Zhe Zhang • Guanghui Lan	2020-11-19
FinRL: A Deep Reinforcement Learning Library for Automated Stock Trading in Quantitative Finance \| Xiao-Yang Liu • Hongyang Yang • Qian Chen • Runjia Zhang • Liuqing Yang • Bowen Xiao • Christina Dan Wang	2020-11-19
TJU-DHD: A Diverse High-Resolution Dataset for Object Detection \| Yanwei Pang • Jiale Cao • Yazhao Li • Jin Xie • Hanqing Sun • Jinfeng Gong	2020-11-18
Layer-Wise Data-Free CNN Compression Maxwell Horton • Yanzi Jin • Ali Farhadi • Mohammad Rastegari	2020-11-18
CVEGAN: A Perceptually-inspired GAN for Compressed Video Enhancement Di Ma • Fan Zhang • David R. Bull	2020-11-18
Proposing method to Increase the detection accuracy of stomach cancer based on colour and lint features of tongue using CNN and SVM Elham Gholami • Seyed Reza Kamel Tabbakh • Maryam Kheirabadi	2020-11-18
An Efficient and Scalable Deep Learning Approach for Road Damage Detection \| Sadra Naddaf-sh • M-Mahdi Naddaf-Sh • Amir R. Kashani • Hassan Zargarzadeh	2020-11-18
Kidney Level Lupus Nephritis Classification using Uncertainty Guided Bayesian Convolutional Neural Networks \| Pietro A. Cicalese • Aryan Mobiny • Zahed Shahmoradi • Xiongfeng Yi • Chandra Mohan • Hien Van Nguyen	2020-11-18
Multigrid-in-Channels Neural Network Architectures Moshe Eliasof • Jonathan Ephrath • Lars Ruthotto • Eran Treister	2020-11-17
PaDiM: a Patch Distribution Modeling Framework for Anomaly Detection and Localization \| Thomas Defard • Aleksandr Setkov • Angelique Loesch • Romaric Audigier # 1 ANOMALY DETECTION ON MVTEC AD	2020-11-17
A comparative approach on detecting multi-lingual and multi-oriented text in natural scene images Aparna Yegnaraman • S. Valli	2020-11-17
Zero Cost Improvements for General Object Detection Network Shaohua Wang • Yaping Dai	2020-11-16
FRDet: Balanced and Lightweight Object Detector based on Fire-Residual Modules for Embedded Processor of Autonomous Driving Seontaek Oh • Ji-Hwan You • Young-Keun Kim	2020-11-16
Scaled-YOLOv4: Scaling Cross Stage Partial Network \| Chien-Yao Wang • Alexey Bochkovskiy • Hong-Yuan Mark Liao # 1 REAL-TIME OBJECT DETECTION ON COCO	2020-11-16
A Probability Distribution and Location-aware ResNet Approach for QoS Prediction Wenyan Zhang • Ling Xu • Meng Yan • Ziliang Wang • Chunlei Fu	2020-11-16
Real-Time Polyp Detection, Localization and Segmentation in Colonoscopy Using Deep Learning \| Debesh Jha • Sharib Ali • Nikhil Kumar Tomar • Håvard D. Johansen • Dag D. Johansen • Jens Rittscher • Michael A. Riegler • Pål Halvorsen # 5 MEDICAL IMAGE SEGMENTATION ON CVC-CLINICDB	2020-11-15
Tonic: A Deep Reinforcement Learning Library for Fast Prototyping and Benchmarking \| Fabio Pardo	2020-11-15
On Filter Generalization for Music Bandwidth Extension Using Deep Neural Networks \| Serkan Sulun • Matthew E. P. Davies # 1 AUDIO SUPER-RESOLUTION ON DSD100	2020-11-14
G-RCN: Optimizing the Gap between Classification and Localization Tasks for Object Detection Yufan Luo • Li Xiao	2020-11-14
Efficient RGB-D Semantic Segmentation for Indoor Scene Analysis \| Daniel Seichter • Mona Köhler • Benjamin Lewandowski • Tim Wengefeld • Horst-Michael Gross # 1 SEMANTIC SEGMENTATION ON SUN-RGBD	2020-11-13
Metastatic Cancer Image Classification Based On Deep Learning Method Guanwen Qiu • Xiaobing Yu • Baolin Sun • Yunpeng Wang • Lipei Zhang	2020-11-13
Phoebe: Reuse-Aware Online Caching with Reinforcement Learning for Emerging Storage Models Nan Wu • Pengcheng Li	2020-11-13
Learning to Segment Dynamic Objects using SLAM Outliers Adrian Bojko • Romain Dupont • Mohamed Tamaazousti • Hervé Le Borgne	2020-11-12
When deep learning models on GPU can be accelerated by taking advantage of unstructured sparsity Marcin Pietroń Dominik Żurek	2020-11-12
DSAM: A Distance Shrinking with Angular Marginalizing Loss for High Performance Vehicle Re-identificatio Jiangtao Kong • Yu Cheng • Benjia Zhou • Kai Li • Junliang Xing	2020-11-12
An ensemble-based approach by fine-tuning the deep transfer learning models to classify pneumonia from chest X-ray images Sagar Kora Venu	2020-11-11
DeepI2I: Enabling Deep Hierarchical Image-to-Image Translation by Transferring from GANs \| Yaxing Wang • Lu Yu • Joost Van de Weijer	2020-11-11
Invariant Deep Compressible Covariance Pooling for Aerial Scene Categorization Shidong Wang • Yi Ren • Gerard Parr • Yu Guan • Ling Shao	2020-11-11
A Multi-Plant Disease Diagnosis Method using Convolutional Neural Network Muhammad Mohsin Kabir • Abu Quwsar Ohi • M. F. Mridha	2020-11-10
MP-ResNet: Multi-path Residual Network for the Semantic segmentation of High-Resolution PolSAR Images Lei Ding • Kai Zheng • Dong Lin • Yuxing Chen • Bing Liu • Jiansheng Li • Lorenzo Bruzzone	2020-11-10
Dirichlet Pruning for Neural Network Compression Kamil Adamczewski • Mijung Park	2020-11-10
Real-time object detection method based on improved YOLOv4-tiny Zicong Jiang • Liquan Zhao • Shuaiyang Li • Yanfei Jia	2020-11-09
An improved helmet detection method for YOLOv3 on an unbalanced dataset \| Rui Geng • Yixuan Ma • Wanhong Huang	2020-11-09
Towards Domain-Agnostic Contrastive Learning Vikas Verma • Minh-Thang Luong • Kenji Kawaguchi • Hieu Pham • Quoc V. Le	2020-11-09
EPSR: Edge Profile Super resolution Jiun Lee • Joongkyu Kim	2020-11-09
Predictive Analysis of Diabetic Retinopathy with Transfer Learning Shreyas Rajesh Labhsetwar • Raj Sunil Salvi • Piyush Arvind Kolte • Veerasai Subramaniam Venkatesh • Alistair Michael Baretto	2020-11-08
Towards Efficient Scene Understanding via Squeeze Reasoning \| Xiangtai Li • Xia Li • Ansheng You • Li Zhang • Guangliang Cheng • Kuiyuan Yang • Yunhai Tong • Zhouchen Lin	2020-11-06
Channel Pruning via Multi-Criteria based on Weight Dependency Yangchun Yan • Rongzuo Guo • Chao Li • Kang Yang • Yongjun Xu	2020-11-06
Deep Transfer Learning for Automated Diagnosis of Skin Lesions from Photographs \| Emma Rocheteau • Doyoon Kim	2020-11-06
Hyperrealistic Image Inpainting with Hypergraphs \| Gourav Wadhwa • Abhinav Dhall • Subrahmanyam Murala • Usman Tariq	2020-11-05
NUAA-QMUL at SemEval-2020 Task 8: Utilizing BERT and DenseNet for Internet Meme Emotion Analysis \| XIAOYU GUO • Jing Ma • Arkaitz Zubiaga	2020-11-05
Fast Object Detection with Latticed Multi-Scale Feature Fusion Yue Shi • Bo Jiang • Zhengping Che • Jian Tang	2020-11-05
Learning Rolling Shutter Correction from Real Data without Camera Motion Assumption