Title
Exploring Instance Relations for Unsupervised Feature Embedding Yifei Zhang Yu Zhou Weiping Wang 136 6 0 07 May 2021
Diffusion Mechanism in Residual Neural Network: Theory and ApplicationsIEEE Transactions on Pattern Analysis and Machine Intelligence (TPAMI), 2021 Tangjun Wang Zehao Dou Chenglong Bao Zuoqiang Shi DiffM 209 18 0 07 May 2021
NTIRE 2021 Challenge on Perceptual Image Quality Assessment Jinjin Gu Haoming Cai Chao Dong Jimmy S. J. Ren Yu Qiao ... Sewoong Ahn Gwangjin Yoon Koki Tsubota Hiroaki Akutsu Kiyoharu Aizawa SupR 210 40 0 07 May 2021
Self-paced Resistance Learning against Overfitting on Noisy LabelsPattern Recognition (Pattern Recogn.), 2021 Xiaoshuang Shi Zhenhua Guo Fuyong Xing Yun Liang Xiaofeng Zhu NoLa 300 25 0 07 May 2021
Faster and Simpler Siamese Network for Single Object Tracking Shaokui Jiang Baile Xu Jian Zhao S. Furao 91 6 0 07 May 2021
BasisNet: Two-stage Model Synthesis for Efficient Inference Ruotong Wang Chun-Te Chu A. Zhmoginov Andrew G. Howard Brendan Jou Yukun Zhu Li Zhang R. Hwa Adriana Kovashka 3DH 146 8 0 07 May 2021
A Simple and Strong Baseline for Universal Targeted Attacks on Siamese Visual Tracking Zhenbang Li Yaya Shi Jin Gao Shaoru Wang Bing Li Pengpeng Liang Weiming Hu AAML 163 28 0 06 May 2021
Spatio-Temporal Matching for Siamese Visual Tracking Jinpu Zhang Yuehuang Wang 132 14 0 06 May 2021
A Step Toward More Inclusive People Annotations for FairnessAAAI/ACM Conference on AI, Ethics, and Society (AIES), 2021 Candice Schumann Susanna Ricco Utsav Prabhu V. Ferrari C. Pantofaru 178 70 0 05 May 2021
Conditional Invertible Neural Networks for Diverse Image-to-Image TranslationGerman Conference on Pattern Recognition (DAGM), 2021 Lynton Ardizzone Jakob Kruse Carsten T. Lüth Niels Bracher Carsten Rother Ullrich Kothe 207 37 0 05 May 2021
Instance segmentation of fallen trees in aerial color infrared imagery using active multi-contour evolution with fully convolutional network-based intensity priorsIsprs Journal of Photogrammetry and Remote Sensing (ISPRS J. Photogramm. Remote Sens.), 2021 P. Polewski Jacquelyn A. Shelton W. Yao M. Heurich 164 31 0 05 May 2021
A Theoretical-Empirical Approach to Estimating Sample Complexity of DNNs Devansh Bisla Apoorva Nandini Saridena A. Choromańska 149 8 0 05 May 2021
TransHash: Transformer-based Hamming Hashing for Efficient Image RetrievalInternational Conference on Multimedia Retrieval (ICMR), 2021 Yongbiao Chen Shenmin Zhang Fangxin Liu Zhigang Chang Mang Ye Zhengwei Qi Shanghai Jiao Tong University ViT 146 67 0 05 May 2021
Generative Adversarial Networks (GAN) Powered Fast Magnetic Resonance Imaging -- Mini Review, Comparison and Perspectives Guang Yang Jun Lv Yutong Chen Jiahao Huang Jin Zhu MedIm 178 12 0 04 May 2021
Towards End-to-End Deep Learning for Autonomous Racing: On Data Collection and a Unified Architecture for Steering and Throttle Prediction S. Wadekar Benjamin Schwartz S. S. Kannan Manuel Mar Rohan Kumar Manna Vishnu Pandi Chellapandi Daniel J. Gonzalez Aly El Gamal 156 20 0 04 May 2021
The Pursuit of Knowledge: Discovering and Localizing Novel Categories using Dual MemoryIEEE International Conference on Computer Vision (ICCV), 2021 Sai Saketh Rambhatla Ramalingam Chellappa Abhinav Shrivastava 338 19 0 04 May 2021
Remote Pathological Gait Classification System Pedro Albuquerque João Machado T. Verlekar Luís Ducla Soares P. Correia 136 17 0 04 May 2021
Poisoning the Unlabeled Dataset of Semi-Supervised LearningUSENIX Security Symposium (USENIX Security), 2021 Nicholas Carlini AAML 351 77 0 04 May 2021
Apparel Recommender System based on Bilateral image shape features Yichi Lu M. Gao R. Saga 60 2 0 04 May 2021
Hallucination Improves Few-Shot Object DetectionComputer Vision and Pattern Recognition (CVPR), 2021 Weilin Zhang Yu-Xiong Wang ObjD 198 122 0 04 May 2021
Collision Replay: What Does Bumping Into Things Tell You About Scene Geometry?British Machine Vision Conference (BMVC), 2021 Alexander Raistrick Nilesh Kulkarni David Fouhey 133 1 0 03 May 2021
Act the Part: Learning Interaction Strategies for Articulated Object Part DiscoveryIEEE International Conference on Computer Vision (ICCV), 2021 S. Gadre Kiana Ehsani Shuran Song 398 61 0 03 May 2021
Learning by Design: Structuring and Documenting the Human Choices in Machine Learning Development Simon Enni Ira Assent 56 3 0 03 May 2021
Black-Box Dissector: Towards Erasing-based Hard-Label Model Stealing AttackEuropean Conference on Computer Vision (ECCV), 2021 Yixu Wang Jie Li Hong Liu Yan Wang Yongjian Wu Feiyue Huang Rongrong Ji AAML 301 39 0 03 May 2021
On Feature Decorrelation in Self-Supervised LearningIEEE International Conference on Computer Vision (ICCV), 2021 Tianyu Hua Wenxiao Wang Zihui Xue Sucheng Ren Yue Wang Hang Zhao SSL OOD 429 210 0 02 May 2021
Subspace Representation Learning for Few-shot Image Classification Ting-Yao Hu Zhi-Qi Cheng Alexander G. Hauptmann 258 5 0 02 May 2021
Privacy and Integrity Preserving Training Using Trusted Hardware H. Hashemi Yongqin Wang M. Annavaram FedML 91 0 0 01 May 2021
AI-enabled Efficient and Safe Food Supply Chain I. Kollia J. Stevenson Stefanos D. Kollias 151 37 0 01 May 2021
A Deep Learning Framework for Lifelong Machine Learning Charles X. Ling Tanner A. Bohn CLL 76 5 0 01 May 2021
Updatable Siamese Tracker with Two-stage One-shot LearningPattern Recognition (Pattern Recogn.), 2021 Xing Sun G. Han Lihong Guo Tingfa Xu Jianan Li Peixun Liu 183 12 0 30 Apr 2021
Deep Image Destruction: Vulnerability of Deep Image-to-Image Models against Adversarial AttacksInternational Conference on Pattern Recognition (ICPR), 2021 Jun-Ho Choi Huan Zhang Jun-Hyuk Kim Cho-Jui Hsieh Jong-Seok Lee VLM 155 10 0 30 Apr 2021
Interpretable Semantic Photo GeolocationIEEE Workshop/Winter Conference on Applications of Computer Vision (WACV), 2021 Jonas Theiner Eric Müller-Budack Ralph Ewerth 168 40 0 30 Apr 2021
Evaluating Contrastive Models for Instance-based Image RetrievalInternational Conference on Multimedia Retrieval (ICMR), 2021 Tarun Krishna Kevin McGuinness Noel E. O'Connor 127 5 0 30 Apr 2021
Ensembling with Deep Generative ViewsComputer Vision and Pattern Recognition (CVPR), 2021 Lucy Chai Jun-Yan Zhu Eli Shechtman Phillip Isola Richard Y. Zhang GAN 210 73 0 29 Apr 2021
LightTrack: Finding Lightweight Neural Networks for Object Tracking via One-Shot Architecture SearchComputer Vision and Pattern Recognition (CVPR), 2021 B. Yan Houwen Peng Kan Wu Dong Wang Jianlong Fu Huchuan Lu 160 220 0 29 Apr 2021
AutoFlow: Learning a Better Training Set for Optical FlowComputer Vision and Pattern Recognition (CVPR), 2021 Deqing Sun Daniel Vlasic Charles Herrmann Varun Jampani Michael Krainin Huiwen Chang Ramin Zabih William T. Freeman Ce Liu 3DPC 193 127 0 29 Apr 2021
The Temporal Opportunist: Self-Supervised Multi-Frame Monocular DepthComputer Vision and Pattern Recognition (CVPR), 2021 Jamie Watson Oisin Mac Aodha V. Prisacariu Gabriel J. Brostow Michael Firman MDE 206 325 0 29 Apr 2021
Genotype-Guided Radiomics Signatures for Recurrence Prediction of Non-Small-Cell Lung CancerIEEE Access (IEEE Access), 2021 Panyanat Aonpong Yutaro Iwamoto Xianhua Han Lanfen Lin Yenwei Chen 105 20 0 29 Apr 2021
Pre-training of Deep RL Agents for Improved Learning under Domain Randomization Artemij Amiranashvili Max Argus Lukás Hermann Wolfram Burgard Thomas Brox 88 3 0 29 Apr 2021
Emerging Properties in Self-Supervised Vision TransformersIEEE International Conference on Computer Vision (ICCV), 2021 Mathilde Caron Hugo Touvron Ishan Misra Edouard Grave Julien Mairal Piotr Bojanowski Armand Joulin 1.9K 7,751 0 29 Apr 2021
Current Status and Performance Analysis of Table Recognition in Document Images with Deep Neural NetworksIEEE Access (IEEE Access), 2021 K. Hashmi Marcus Liwicki D. Stricker Muhammad Adnan Afzal Muhammad Ahtsham Afzal Muhammad Zeshan Afzal LMTD 236 55 0 29 Apr 2021
Segmentation-grounded Scene Graph GenerationIEEE International Conference on Computer Vision (ICCV), 2021 Siddhesh Khandelwal M. Suhail Leonid Sigal 158 31 0 29 Apr 2021
Actor-centered Representations for Action Localization in Streaming VideosEuropean Conference on Computer Vision (ECCV), 2021 Sathyanarayanan N. Aakur Sudeep Sarkar 259 4 0 29 Apr 2021
Hardware Architecture of Embedded Inference Accelerator and Analysis of Algorithms for Depthwise and Large-Kernel Convolutions Tse-Wei Chen Wei Tao Deyu Wang Dongchao Wen Kinya Osa Masami Kato CVBM 3DV 129 1 0 29 Apr 2021
An Automated Approach for Timely Diagnosis and Prognosis of Coronavirus DiseaseIEEE International Joint Conference on Neural Network (IJCNN), 2021 Abbas Raza Ali M. Budka 108 5 0 29 Apr 2021
Filter Distribution Templates in Convolutional Networks for Image Classification Tasks Ramon Izquierdo-Cordova Walterio W. Mayol-Cuevas VLM 104 1 0 28 Apr 2021
Semi-Supervised Learning of Visual Features by Non-Parametrically Predicting View Assignments with Support SamplesIEEE International Conference on Computer Vision (ICCV), 2021 Mahmoud Assran Mathilde Caron Ishan Misra Piotr Bojanowski Armand Joulin Nicolas Ballas Michael G. Rabbat SSL 260 165 0 28 Apr 2021
Removing Word-Level Spurious Alignment between Images and Pseudo-Captions in Unsupervised Image CaptioningConference of the European Chapter of the Association for Computational Linguistics (EACL), 2021 Ukyo Honda Yoshitaka Ushiku Atsushi Hashimoto Taro Watanabe Yuji Matsumoto 191 26 0 28 Apr 2021
Twins: Revisiting the Design of Spatial Attention in Vision TransformersNeural Information Processing Systems (NeurIPS), 2021 Xiangxiang Chu Zhi Tian Yuqing Wang Bo Zhang Haibing Ren Xiaolin K. Wei Huaxia Xia Chunhua Shen ViT 533 1,206 0 28 Apr 2021
MineGAN++: Mining Generative Models for Efficient Knowledge Transfer to Limited Data DomainsInternational Journal of Computer Vision (IJCV), 2021 Yaxing Wang Abel Gonzalez-Garcia Chenshen Wu Luis Herranz Fahad Shahbaz Khan Shangling Jui Joost van de Weijer 159 7 0 28 Apr 2021