Title
Self-Guided and Cross-Guided Learning for Few-Shot SegmentationComputer Vision and Pattern Recognition (CVPR), 2021 Bingfeng Zhang Jimin Xiao Terry Qin 162 204 0 30 Mar 2021
Revisiting Local Descriptor for Improved Few-Shot Classification J. He Richang Hong Xueliang Liu Mingliang Xu Qianru Sun 230 31 0 30 Mar 2021
Audio classification of the content of food containers and drinking glassesEuropean Signal Processing Conference (EUSIPCO), 2021 Santiago Donaher Alessio Xompero Andrea Cavallaro 88 9 0 30 Mar 2021
Platform for Situated Intelligence D. Bohus Sean Andrist Ashley Feniello Nick Saw Mihai Jalobeanu Patrick Sweeney Anne Loomis Thompson Eric Horvitz 99 50 0 29 Mar 2021
Comparison of different convolutional neural network activation functions and methods for building ensembles L. Nanni Gianluca Maguolo S. Brahnam M. Paci 151 8 0 29 Mar 2021
Rethinking Neural Operations for Diverse TasksNeural Information Processing Systems (NeurIPS), 2021 Nicholas Roberts M. Khodak Tri Dao Liam Li Christopher Ré Ameet Talwalkar AI4CE 156 25 0 29 Mar 2021
Adaptive Methods for Real-World Domain GeneralizationComputer Vision and Pattern Recognition (CVPR), 2021 Abhimanyu Dubey Vignesh Ramanathan Alex Pentland D. Mahajan OOD 242 109 0 29 Mar 2021
[Reproducibility Report] Rigging the Lottery: Making All Tickets Winners Varun Sundar Rajat Vadiraj Dwaraknath 116 5 0 29 Mar 2021
Generic Attention-model Explainability for Interpreting Bi-Modal and Encoder-Decoder TransformersIEEE International Conference on Computer Vision (ICCV), 2021 Hila Chefer Shir Gur Lior Wolf ViT 310 401 0 29 Mar 2021
Performance Analysis of Out-of-Distribution Detection on Various Trained Neural NetworksEUROMICRO Conference on Software Engineering and Advanced Applications (SEAA), 2019 Jens Henriksson C. Berger Markus Borg Lars Tornberg S. Sathyamoorthy Cristofer Englund OODD 130 19 0 29 Mar 2021
Enhancing the Transferability of Adversarial Attacks through Variance TuningComputer Vision and Pattern Recognition (CVPR), 2021 Xiaosen Wang Kun He AAML 436 498 0 29 Mar 2021
Transformer TrackingComputer Vision and Pattern Recognition (CVPR), 2021 Xin Chen Bin Yan Jiawen Zhu Dong Wang Xiaoyun Yang Huchuan Lu ViT 290 1,146 0 29 Mar 2021
FocusedDropout for Convolutional Neural NetworkApplied Sciences (AS), 2021 Tianshu Xie Minghui Liu Jiali Deng Xuan Cheng Xiaomin Wang Meilin Liu 120 10 0 29 Mar 2021
Selective Output Smoothing Regularization: Regularize Neural Networks by Softening Output Distributions Xuan Cheng Tianshu Xie Xiaomin Wang Qifeng Weng Minghui Liu Jiali Deng Meilin Liu 172 0 0 29 Mar 2021
AlignMixup: Improving Representations By Interpolating Aligned FeaturesComputer Vision and Pattern Recognition (CVPR), 2021 Shashanka Venkataramanan Ewa Kijak Laurent Amsaleg Yannis Avrithis WSOL 238 73 0 29 Mar 2021
Onfocus Detection: Identifying Individual-Camera Eye Contact from Unconstrained ImagesScience China Information Sciences (Sci China Inf Sci), 2021 Dingwen Zhang Bo Wang Gerong Wang Qiang Zhang Jiajia Zhang Jungong Han Zheng You 133 20 0 29 Mar 2021
Zero-shot Adversarial QuantizationComputer Vision and Pattern Recognition (CVPR), 2021 Yuang Liu Wei Zhang Jun Wang MQ 208 87 0 29 Mar 2021
Rethinking ResNets: Improved Stacking Strategies With High Order SchemesComplex & Intelligent Systems (CIS), 2021 Zhengbo Luo Zitang Sun Weilian Zhou Zizhang Wu Sei-ichiro Kamata 188 18 0 28 Mar 2021
BA^2M: A Batch Aware Attention Module for Image Classification Qishang Cheng Hongliang Li Qi Wu K. Ngan 91 8 0 28 Mar 2021
Adaptive Autonomy in Human-on-the-Loop Vision-Based Robotics SystemsWorkshop on AI Engineering - Software Engineering for AI (ESEA), 2021 Sophia J. Abraham Zachariah Carmichael Sreya Banerjee Rosaura G. VidalMata Ankit Agrawal M. N. A. Islam Walter J. Scheirer J. Cleland-Huang 163 22 0 28 Mar 2021
Distilling Virtual Examples for Long-tailed RecognitionIEEE International Conference on Computer Vision (ICCV), 2021 Yingying He Jianxin Wu Xiu-Shen Wei 250 121 0 28 Mar 2021
TS-CAM: Token Semantic Coupled Attention Map for Weakly Supervised Object LocalizationIEEE International Conference on Computer Vision (ICCV), 2021 Wei Gao Fang Wan Xingjia Pan Zhiliang Peng Qi Tian Zhenjun Han Bolei Zhou QiXiang Ye ViT WSOL 434 240 0 27 Mar 2021
Looking Beyond Two Frames: End-to-End Multi-Object Tracking Using Spatial and Temporal TransformersIEEE Transactions on Pattern Analysis and Machine Intelligence (TPAMI), 2021 Tianyu Zhu Markus Hiller Mahsa Ehsanpour Rongkai Ma Tom Drummond Ian Reid Hamid Rezatofighi VOT 289 55 0 27 Mar 2021
When Few-Shot Learning Meets Video Object DetectionInternational Conference on Pattern Recognition (ICPR), 2021 Zhongjie Yu Gaoang Wang Lin Chen S. Raschka Jiebo Luo ObjD 243 2 0 26 Mar 2021
Generalization capabilities of translationally equivariant neural networks S. S. Krishna Chaitanya Bulusu Matteo Favoni A. Ipp David I. Müller Daniel Schuh AI4CE 245 22 0 26 Mar 2021
Multi-Disease Detection in Retinal Imaging based on Ensembling Heterogeneous Deep Learning ModelsJahrestagung der Deutschen Gesellschaft für Medizinische Informatik, Biometrie und Epidemiologie (GMDS), 2021 Dominik Muller Iñaki Soto Rey Frank Kramer 96 25 0 26 Mar 2021
On Generating Transferable Targeted PerturbationsIEEE International Conference on Computer Vision (ICCV), 2021 Muzammal Naseer Salman Khan Munawar Hayat Fahad Shahbaz Khan Fatih Porikli AAML 235 88 0 26 Mar 2021
Distilling a Powerful Student Model via Online Knowledge DistillationIEEE Transactions on Neural Networks and Learning Systems (TNNLS), 2021 Shaojie Li Mingbao Lin Yan Wang Yongjian Wu Yonghong Tian Ling Shao Rongrong Ji FedML 246 60 0 26 Mar 2021
Learning to Track with Object PermanenceIEEE International Conference on Computer Vision (ICCV), 2021 P. Tokmakov Jie Li Wolfram Burgard Adrien Gaidon VOT 321 235 0 26 Mar 2021
Learning from Pixel-Level Label Noise: A New Perspective for Semi-Supervised Semantic SegmentationIEEE Transactions on Image Processing (TIP), 2021 Rumeng Yi Yaping Huang Q. Guan Mengyang Pu Runsheng Zhang NoLa 137 37 0 26 Mar 2021
COTR: Correspondence Transformer for Matching Across ImagesIEEE International Conference on Computer Vision (ICCV), 2021 Wei Jiang Eduard Trulls J. Hosang Andrea Tagliasacchi K. M. Yi ViT 277 298 0 25 Mar 2021
High-Fidelity Pluralistic Image Completion with TransformersIEEE International Conference on Computer Vision (ICCV), 2021 Bo Liu Jingbo Zhang Dongdong Chen Jing Liao ViT 224 280 0 25 Mar 2021
USB: Universal-Scale Object Detection BenchmarkBritish Machine Vision Conference (BMVC), 2021 Yosuke Shinya ObjD 314 17 0 25 Mar 2021
Self-Supervised Training Enhances Online Continual LearningBritish Machine Vision Conference (BMVC), 2021 Jhair Gallardo Tyler L. Hayes Christopher Kanan CLL 263 72 0 25 Mar 2021
GridDehazeNet+: An Enhanced Multi-Scale Network with Intra-Task Knowledge Transfer for Single Image Dehazing Xiaohong Liu Zhihao Shi Zijun Wu Jun Chen 131 37 0 25 Mar 2021
More Photos are All You Need: Semi-Supervised Learning for Fine-Grained Sketch Based Image RetrievalComputer Vision and Pattern Recognition (CVPR), 2021 A. Bhunia Pinaki Nath Chowdhury Aneeshan Sain Yongxin Yang Tao Xiang Yi-Zhe Song GAN SSL 238 68 0 25 Mar 2021
StyleLess layer: Improving robustness for real-world drivingIEEE/RJS International Conference on Intelligent RObots and Systems (IROS), 2021 Julien Rebut Andrei Bursuc P. Pérez 193 5 0 25 Mar 2021
Boosting Binary Masks for Multi-Domain Learning through Affine TransformationsMachine Vision and Applications (MVA), 2020 Goran Frehse Elisa Ricci Barbara Caputo Samuel Rota Buló 140 8 0 25 Mar 2021
Group-CAM: Group Score-Weighted Visual Explanations for Deep Convolutional Networks Qing-Long Zhang Lu Rao Yubin Yang 206 74 0 25 Mar 2021
OTCE: A Transferability Metric for Cross-Domain Cross-Task RepresentationsComputer Vision and Pattern Recognition (CVPR), 2021 Yang Tan Yang Li Shao-Lun Huang OT OOD OODD 200 83 0 25 Mar 2021
Universal Representation Learning from Multiple Domains for Few-shot ClassificationIEEE International Conference on Computer Vision (ICCV), 2021 Weihong Li Xialei Liu Hakan Bilen SSL OOD VLM 193 108 0 25 Mar 2021
Vectorization and Rasterization: Self-Supervised Learning for Sketch and HandwritingComputer Vision and Pattern Recognition (CVPR), 2021 A. Bhunia Pinaki Nath Chowdhury Yongxin Yang Timothy M. Hospedales Tao Xiang Yi-Zhe Song SSL 245 66 0 25 Mar 2021
JDSR-GAN: Constructing An Efficient Joint Learning Network for Masked Face Super-ResolutionIEEE transactions on multimedia (IEEE Trans. Multimedia), 2021 Guangwei Gao Lei Tang Fei Wu Huimin Lu Jian Yang SupR CVBM 147 16 0 25 Mar 2021
Contrast to Divide: Self-Supervised Pre-Training for Learning with Noisy LabelsIEEE Workshop/Winter Conference on Applications of Computer Vision (WACV), 2020 Evgenii Zheltonozhskii Chaim Baskin A. Mendelson A. Bronstein Or Litany SSL 306 107 0 25 Mar 2021
Recent Advances in Large Margin LearningIEEE Transactions on Pattern Analysis and Machine Intelligence (TPAMI), 2021 Yiwen Guo Changshui Zhang AAML AI4CE 248 18 0 25 Mar 2021
Approximating Instance-Dependent Noise via Instance-Confidence Embedding Yivan Zhang Masashi Sugiyama 115 10 0 25 Mar 2021
Rethinking Self-Supervised Learning: Small is Beautiful Yun Cao Jianxin Wu SSL 115 24 0 25 Mar 2021
Real-Time and Accurate Object Detection in Compressed Video by Long Short-term Feature AggregationComputer Vision and Image Understanding (CVIU), 2021 Xinggang Wang Zhaojin Huang Bencheng Liao Lichao Huang Yongchao Gong Chang Huang 112 23 0 25 Mar 2021
Hierarchical Proxy-based Loss for Deep Metric LearningIEEE Workshop/Winter Conference on Applications of Computer Vision (WACV), 2021 Zhibo Yang M. Bastan Xinliang Zhu Douglas Gray Dimitris Samaras 347 33 0 25 Mar 2021
Projection: A Mechanism for Human-like Reasoning in Artificial Intelligence Frank Guerin 153 6 0 24 Mar 2021