Title
Black-box Detection of Backdoor Attacks with Limited Information and DataIEEE International Conference on Computer Vision (ICCV), 2021 Yinpeng Dong Xiao Yang Zhijie Deng Tianyu Pang Zihao Xiao Hang Su Jun Zhu AAML 147 123 0 24 Mar 2021
Shift-and-Balance Attention Chunjie Luo Jianfeng Zhan Tianshu Hao Lei Wang Wanling Gao 104 3 0 24 Mar 2021
AutoMix: Unveiling the Power of Mixup for Stronger ClassifiersEuropean Conference on Computer Vision (ECCV), 2021 Zicheng Liu Siyuan Li Di Wu Jianzhu Guo Zhiyuan Chen Lirong Wu Stan Z. Li 310 97 0 24 Mar 2021
Can Vision Transformers Learn without Natural Images?AAAI Conference on Artificial Intelligence (AAAI), 2021 Kodai Nakashima Hirokatsu Kataoka Asato Matsumoto K. Iwata Nakamasa Inoue ViT 106 41 0 24 Mar 2021
Industrial Machine Tool Component Surface Defect DatasetData in Brief (DB), 2021 T. Schlagenhauf Magnus Landwehr J. Fleischer 58 27 0 24 Mar 2021
Fisher Task Distance and Its Application in Neural Architecture SearchIEEE Access (IEEE Access), 2021 Cat P. Le Mohammadreza Soltani Juncheng Dong Vahid Tarokh FedML 348 9 0 23 Mar 2021
Scaling Local Self-Attention for Parameter Efficient Visual BackbonesComputer Vision and Pattern Recognition (CVPR), 2021 Ashish Vaswani Prajit Ramachandran A. Srinivas Niki Parmar Blake A. Hechtman Jonathon Shlens 318 451 0 23 Mar 2021
Characterizing and Improving the Robustness of Self-Supervised Learning through Background Augmentations Chaitanya K. Ryali D. Schwab Ari S. Morcos SSL 219 9 0 23 Mar 2021
Self-Supervised Pretraining Improves Self-Supervised PretrainingIEEE Workshop/Winter Conference on Applications of Computer Vision (WACV), 2021 Colorado Reed Xiangyu Yue Aniruddha Nrusimha Sayna Ebrahimi Vivek Vijaykumar ... Shanghang Zhang Devin Guillory Sean L. Metzger Kurt Keutzer Trevor Darrell 304 123 0 23 Mar 2021
MetaSAug: Meta Semantic Augmentation for Long-Tailed Visual RecognitionComputer Vision and Pattern Recognition (CVPR), 2021 Shuang Li Kaixiong Gong Chi Harold Liu Yulin Wang Feng Qiao Xinjing Cheng 188 187 0 23 Mar 2021
Transferable Semantic Augmentation for Domain AdaptationComputer Vision and Pattern Recognition (CVPR), 2021 Shuang Li Mixue Xie Kaixiong Gong Chi Harold Liu Yulin Wang Wei Li TTA 139 139 0 23 Mar 2021
Balanced softmax cross-entropy for incremental learning with and without memoryInternational Conference on Artificial Neural Networks (ICANN), 2021 Quentin Jodelet Xin Liu T. Murata CLL 370 31 0 23 Mar 2021
Lifelong Person Re-Identification via Adaptive Knowledge AccumulationComputer Vision and Pattern Recognition (CVPR), 2021 Nan Pu Wei Chen Yu Liu E. Bakker M. Lew CLL 173 110 0 23 Mar 2021
ReCU: Reviving the Dead Weights in Binary Neural NetworksIEEE International Conference on Computer Vision (ICCV), 2021 Zihan Xu Mingbao Lin Jianzhuang Liu Jie Chen Ling Shao Yue Gao Yonghong Tian Rongrong Ji MQ 183 95 0 23 Mar 2021
Contrastive Reasoning in Neural Networks Mohit Prabhushankar Ghassan AlRegib 143 10 0 23 Mar 2021
Extracting Causal Visual Features for Limited label ClassificationInternational Conference on Information Photonics (ICIP), 2021 Mohit Prabhushankar Ghassan AlRegib CML 124 21 0 23 Mar 2021
Drop-Bottleneck: Learning Discrete Compressed Representation for Noise-Robust ExplorationInternational Conference on Learning Representations (ICLR), 2021 Jaekyeom Kim Minjung Kim Dongyeon Woo Gunhee Kim 140 19 0 23 Mar 2021
Adaptive Illumination based Depth Sensing using Deep Superpixel and Soft Sampling ApproximationIEEE Transactions on Computational Imaging (IEEE Trans. Comput. Imaging), 2021 Qiqin Dai Fengqiang Li O. Cossairt Aggelos K. Katsaggelos 3DV MDE 165 5 0 23 Mar 2021
F-SIOL-310: A Robotic Dataset and Benchmark for Few-Shot Incremental Object LearningIEEE International Conference on Robotics and Automation (ICRA), 2021 Ali Ayub Alan R. Wagner CLL 218 12 0 23 Mar 2021
Channel Scaling: A Scale-and-Select Approach for Transfer LearningIEEE International Symposium on Biomedical Imaging (ISBI), 2021 Ken C. L. Wong Satyananda Kashyap Mehdi Moradi 77 3 0 22 Mar 2021
End-to-End Trainable Multi-Instance Pose Estimation with Transformers Lucas Stoffl Maxime Vidal Alexander Mathis ViT 168 54 0 22 Mar 2021
Prioritized Architecture Sampling with Monto-Carlo Tree SearchComputer Vision and Pattern Recognition (CVPR), 2021 Xiu Su Tao Huang Yanxi Li Shan You Haiwei Yang Chao Qian Changshui Zhang Chang Xu 166 54 0 22 Mar 2021
Context-Aware Layout to Image Generation with Enhanced Object AppearanceComputer Vision and Pattern Recognition (CVPR), 2021 Sen He Wentong Liao M. Yang Yongxin Yang Yi-Zhe Song Bodo Rosenhahn Tao Xiang DiffM VLM 159 59 0 22 Mar 2021
Weakly Supervised Recovery of Semantic Attributes Ameen Ali Tomer Galanti Evgeniy Zheltonozhskiy Chaim Baskin Lior Wolf 133 0 0 22 Mar 2021
AutoSpace: Neural Architecture Search with Less Human InterferenceIEEE International Conference on Computer Vision (ICCV), 2021 Daquan Zhou Xiaojie Jin Xiaochen Lian Linjie Yang Yujing Xue Qibin Hou Jiashi Feng 107 10 0 22 Mar 2021
Incorporating Convolution Designs into Visual TransformersIEEE International Conference on Computer Vision (ICCV), 2021 Kun Yuan Shaopeng Guo Ziwei Liu Aojun Zhou F. Yu Wei Wu ViT 283 562 0 22 Mar 2021
Measuring and modeling the motor system with machine learningCurrent Opinion in Neurobiology (Curr Opin Neurobiol), 2021 Sébastien B Hausmann Alessandro Marin Vargas Alexander Mathis Mackenzie W. Mathis 177 55 0 22 Mar 2021
Progressive and Aligned Pose Attention Transfer for Person Image GenerationIEEE Transactions on Pattern Analysis and Machine Intelligence (TPAMI), 2021 Zhen Zhu Tengteng Huang Mengde Xu Baoguang Shi Wenqing Cheng X. Bai GAN 124 22 0 22 Mar 2021
Delving into Variance Transmission and Normalization: Shift of Average Gradient Makes the Network CollapseAAAI Conference on Artificial Intelligence (AAAI), 2021 YuXiang Liu Jidong Ge Chuanyi Li Jie Gui 198 2 0 22 Mar 2021
Hierarchical Representation based Query-Specific Prototypical Network for Few-Shot Image Classification Yaohui Li Huaxiong Li Haoxing Chen Chunlin Chen 176 5 0 21 Mar 2021
Self-supervised Representation Learning with Relative Predictive CodingInternational Conference on Learning Representations (ICLR), 2021 Yifan Hao Martin Q. Ma Muqiao Yang Han Zhao Louis-Philippe Morency Ruslan Salakhutdinov SSL AI4TS 234 39 0 21 Mar 2021
Robust Models Are More Interpretable Because Attributions Look NormalInternational Conference on Machine Learning (ICML), 2021 Zifan Wang Matt Fredrikson Anupam Datta OOD FAtt 274 31 0 20 Mar 2021
Artificial intelligence for detection and quantification of rust and leaf miner in coffee crop Alvaro Leandro Cavalcante Carneiro Lucas de Brito Silva Marisa Silveira Almeida Renaud Faulin 180 8 0 20 Mar 2021
Your Classifier can Secretly Suffice Multi-Source Domain AdaptationNeural Information Processing Systems (NeurIPS), 2021 Naveen Venkat Jogendra Nath Kundu D. K. Singh Ambareesh Revanur R. VenkateshBabu 159 86 0 20 Mar 2021
Robustness via Cross-Domain EnsemblesIEEE International Conference on Computer Vision (ICCV), 2021 Teresa Yeo Oğuzhan Fatih Kar Alexander Sax Amir Zamir UQCV OOD 192 30 0 19 Mar 2021
Performance Analysis of Deep Learning Workloads on a Composable SystemIEEE International Symposium on Parallel & Distributed Processing, Workshops and Phd Forum (IPDPSW), 2021 Kauotar El Maghraoui L. Herger Chekuri Choudary Kim Tran T. Deshane David Hanson 32 1 0 19 Mar 2021
Sewer-ML: A Multi-Label Sewer Defect Classification Dataset and BenchmarkComputer Vision and Pattern Recognition (CVPR), 2021 Joakim Bruslund Haurum T. Moeslund 237 78 0 19 Mar 2021
MetaLabelNet: Learning to Generate Soft-Labels from Noisy-LabelsIEEE Transactions on Image Processing (TIP), 2021 G. Algan ilkay Ulusoy NoLa 157 13 0 19 Mar 2021
Efficient Visual Pretraining with Contrastive DetectionIEEE International Conference on Computer Vision (ICCV), 2021 Olivier J. Hénaff Skanda Koppula Jean-Baptiste Alayrac Aaron van den Oord Oriol Vinyals João Carreira VLM SSL 142 178 0 19 Mar 2021
DFS: A Diverse Feature Synthesis Model for Generalized Zero-Shot LearningInternational Conference on Pattern Recognition (ICPR), 2021 Bonan li Xuecheng Nie Congying Han DiffM 119 0 0 19 Mar 2021
Cascade Weight Shedding in Deep Neural Networks: Benefits and Pitfalls for Network Pruning K. Azarian Fatih Porikli CVBM 71 0 0 19 Mar 2021
Scalable Vision Transformers with Hierarchical PoolingIEEE International Conference on Computer Vision (ICCV), 2021 Zizheng Pan Bohan Zhuang Jing Liu Haoyu He Jianfei Cai ViT 188 144 0 19 Mar 2021
Boosting Adversarial Transferability through Enhanced MomentumBritish Machine Vision Conference (BMVC), 2021 Xiaosen Wang Jiadong Lin Han Hu Jingdong Wang Kun He AAML 187 93 0 19 Mar 2021
The Low-Rank Simplicity Bias in Deep Networks Minyoung Huh H. Mobahi Richard Y. Zhang Brian Cheung Pulkit Agrawal Phillip Isola 384 143 0 18 Mar 2021
Collective Decision of One-vs-Rest Networks for Open Set RecognitionIEEE Transactions on Neural Networks and Learning Systems (TNNLS), 2021 Jaeyeon Jang Chang Ouk Kim 194 35 0 18 Mar 2021
SPOT: A framework for selection of prototypes using optimal transport Karthik S. Gurumoorthy Pratik Jawanpuria Bamdev Mishra OT 157 15 0 18 Mar 2021
Real-Time Visual Object Tracking via Few-Shot Learning Jinghao Zhou Yue Liu Peng Wang Peixia Li Weihao Gan Wei Wu Junjie Yan Wanli Ouyang 115 5 0 18 Mar 2021
Danish Fungi 2020 -- Not Just Another Image Recognition DatasetIEEE Workshop/Winter Conference on Applications of Computer Vision (WACV), 2021 Lukás Picek Milan Šulc Jirí Matas J. Heilmann‐Clausen T. Jeppesen T. Læssøe T. Frøslev 284 64 0 18 Mar 2021
Higher Performance Visual Tracking with Dual-Modal Localization Jinghao Zhou Yue Liu Lei Qiao Peng Wang Weihao Gan Wei Wu Junjie Yan Wanli Ouyang 118 1 0 18 Mar 2021
Generating Diverse Structure for Image Inpainting With Hierarchical VQ-VAEComputer Vision and Pattern Recognition (CVPR), 2021 Jialun Peng Dong Liu Songcen Xu Houqiang Li DiffM 151 229 0 18 Mar 2021