v1v2 (latest)

Class-Balanced Distillation for Long-Tailed Visual Recognition

British Machine Vision Conference (BMVC), 2021

12 April 2021

Papers citing "Class-Balanced Distillation for Long-Tailed Visual Recognition"

25 / 25 papers shown

Title
Enhancing Features in Long-tailed Data Using Large Vision Model Pengxiao Han Changkun Ye Jinguang Tong Cuicui Jiang Jie Hong Li Fang Xuesong Li VLM 498 1 0 15 Apr 2025
Rethinking Meta-Learning from a Learning Lens Wenwen Qiang Jingyao Wang Chuxiong Sun Hui Xiong Jiangmeng Li 446 3 0 13 Sep 2024
Learn from Balance: Rectifying Knowledge Transfer for Long-Tailed ScenariosIEEE International Conference on Acoustics, Speech, and Signal Processing (ICASSP), 2024 Xinlei Huang Jialiang Tang Xubin Zheng Jinjia Zhou Wenxin Yu Ning Jiang 215 1 0 12 Sep 2024
A Systematic Review on Long-Tailed LearningIEEE Transactions on Neural Networks and Learning Systems (TNNLS), 2024 Chongsheng Zhang G. Almpanidis Gaojuan Fan Binquan Deng Yanbo Zhang Ji Liu Aouaidjia Kamel Paolo Soda Joao Gama 301 23 0 01 Aug 2024
Adaptive Parametric Activation: Unifying and Generalising Activation Functions Across TasksEuropean Conference on Computer Vision (ECCV), 2024 Konstantinos Panagiotis Alexandridis Jiankang Deng A. Nguyen Shan Luo 197 7 0 11 Jul 2024
Dynamic Feature Learning and Matching for Class-Incremental Learning Sunyuan Qiang Yanyan Liang Jun Wan Du Zhang CLL 229 3 0 14 May 2024
DeiT-LT Distillation Strikes Back for Vision Transformer Training on Long-Tailed DatasetsComputer Vision and Pattern Recognition (CVPR), 2024 Harsh Rangwani Pradipto Mondal Mayank Mishra Ashish Ramayee Asokan R. V. Babu 176 16 0 03 Apr 2024
Gradient-Aware Logit Adjustment Loss for Long-tailed ClassifierIEEE International Conference on Acoustics, Speech, and Signal Processing (ICASSP), 2024 Fan Zhang Wei Qin Weijieying Ren Lei Wang Zetong Chen Richang Hong 122 2 0 14 Mar 2024
Set Learning for Accurate and Calibrated ModelsInternational Conference on Learning Representations (ICLR), 2023 Lukas Muttenthaler Robert A. Vandermeulen Qiuyi Zhang Thomas Unterthiner Klaus-Robert Muller 238 4 0 05 Jul 2023
Subclass-balancing Contrastive Learning for Long-tailed RecognitionIEEE International Conference on Computer Vision (ICCV), 2023 Chengkai Hou Jieyu Zhang Hong Wang Wanrong Zhu 174 43 0 28 Jun 2023
Towards Effective Collaborative Learning in Long-Tailed RecognitionIEEE transactions on multimedia (IEEE TMM), 2023 Zhengzhuo Xu Runnan Li Chengying Xu Chun Yuan Haiqin Yang 147 10 0 05 May 2023
Decoupled Training for Long-Tailed Classification With Stochastic RepresentationsInternational Conference on Learning Representations (ICLR), 2023 G. Nam Sunguk Jang Juho Lee OOD BDL OODD 137 15 0 19 Apr 2023
Propheter: Prophetic Teacher Guided Long-Tailed Distribution LearningInternational Conference on Neural Information Processing (ICONIP), 2023 Wenxiang Xu Lin Chen Linyun Zhou Jie Lei Lechao Cheng Zunlei Feng Min-Gyoo Song 162 1 0 09 Apr 2023
Learning Imbalanced Data with Vision TransformersComputer Vision and Pattern Recognition (CVPR), 2022 Zhengzhuo Xu R. Liu Shuo Yang Runnan Li Chun Yuan 193 64 0 05 Dec 2022
LPT: Long-tailed Prompt Tuning for Image ClassificationInternational Conference on Learning Representations (ICLR), 2022 Bowen Dong Pan Zhou Shuicheng Yan W. Zuo VPVLM VLM 312 88 0 03 Oct 2022
Inverse Image Frequency for Long-tailed Image RecognitionIEEE Transactions on Image Processing (IEEE TIP), 2022 Konstantinos Panagiotis Alexandridis Shang Luo Anh H. Nguyen Jiankang Deng Stefanos Zafeiriou 193 18 0 11 Sep 2022
Tackling Long-Tailed Category Distribution Under Domain ShiftsEuropean Conference on Computer Vision (ECCV), 2022 Xiao Gu Yao Guo Zeju Li Jianing Qiu Qianming Dou Yuxuan Liu Benny Lo Guangxu Yang OOD 150 18 0 20 Jul 2022
Improving Fairness in Large-Scale Object Recognition by CrowdSourced Demographic Information Zu Kim A. Araújo Bingyi Cao Cameron S Askew Jack Sim Mike Green N. Yilla Tobias Weyand 192 3 0 02 Jun 2022
Transfer and Share: Semi-Supervised Learning from Long-Tailed DataMachine-mediated learning (ML), 2022 Tong Wei Qianqian Liu Jiang-Xin Shi Wei-Wei Tu Lan-Zhe Guo 127 16 0 26 May 2022
Cross-Domain Empirical Risk Minimization for Unbiased Long-tailed ClassificationAAAI Conference on Artificial Intelligence (AAAI), 2021 Beier Zhu Yulei Niu Xiansheng Hua Hanwang Zhang 147 49 0 29 Dec 2021
Long-tail Recognition via Compositional Knowledge Transfer Sarah Parisot P. Esperança Jingyu Sun T. Madarász Yongxin Yang Zhenguo Li 201 31 0 13 Dec 2021
Hierarchical Knowledge Guided Learning for Real-world Retinal Diseases Recognition Lie Ju Zhen Yu Lin Wang Xin Zhao Xin Wang Paul Bonnington Z. Ge 150 23 0 17 Nov 2021
Feature Generation for Long-tail ClassificationIndian Conference on Computer Vision, Graphics & Image Processing (ICVGIP), 2021 Rahul Vigneswaran M. Law V. Balasubramanian Makarand Tapaswi VLM 128 20 0 10 Nov 2021
Teacher's pet: understanding and mitigating biases in distillation Michal Lukasik Srinadh Bhojanapalli A. Menon Sanjiv Kumar 161 29 0 19 Jun 2021
Overcoming Classifier Imbalance for Long-tail Object Detection with Balanced Group Softmax Yu Li Tao Wang Bingyi Kang Sheng Tang Chunfeng Wang Jintao Li Jiashi Feng 293 287 0 18 Jun 2020