Learning From Multiple Experts: Self-paced Knowledge Distillation for Long-tailed Classification

6 January 2020

Jungong Han

Papers citing "Learning From Multiple Experts: Self-paced Knowledge Distillation for Long-tailed Classification"

50 / 153 papers shown

Title
DBN-Mix: Training Dual Branch Network Using Bilateral Mixup Augmentation for Long-Tailed Visual Recognition J. Baik In Young Yoon J. Choi 18 10 0 05 Jul 2022
Partial and Asymmetric Contrastive Learning for Out-of-Distribution Detection in Long-Tailed Recognition Haotao Wang Aston Zhang Yi Zhu Shuai Zheng Mu Li Alexander J. Smola Zhangyang Wang OODD 140 48 0 04 Jul 2022
Skeleton-based Action Recognition via Adaptive Cross-Form Learning Xuanhan Wang Yan Dai Lianli Gao Jingkuan Song 21 20 0 30 Jun 2022
TAM: Topology-Aware Margin Loss for Class-Imbalanced Node Classification Jae-gyun Song Joonhyung Park Eunho Yang 31 52 0 26 Jun 2022
Balanced Product of Calibrated Experts for Long-Tailed Recognition Emanuel Sanchez Aimar Arvi Jonnarth M. Felsberg Marco Kuhlmann 15 22 0 10 Jun 2022
Long-tailed Recognition by Learning from Latent Categories Weide Liu Zhonghua Wu Yiming Wang Henghui Ding Fayao Liu Jie Lin Guosheng Lin 43 5 0 02 Jun 2022
A Survey on Long-Tailed Visual Recognition Lu Yang He Jiang Q. Song Jun Guo 13 123 0 27 May 2022
Transfer and Share: Semi-Supervised Learning from Long-Tailed Data Tong Wei Qianqian Liu Jiang-Xin Shi Wei-Wei Tu Lan-Zhe Guo 31 14 0 26 May 2022
Phased Progressive Learning with Coupling-Regulation-Imbalance Loss for Imbalanced Data Classification Liang Xu Yi Cheng Fan Zhang Bingxuan Wu Pengfei Shao Peng Liu Shuwei Shen Peng Yao Ronald X.Xu 24 1 0 24 May 2022
Boosting Multi-Label Image Classification with Complementary Parallel Self-Distillation Jiazhi Xu Sheng Huang Fengtao Zhou Luwen Huangfu D. Zeng Bo Liu 17 13 0 23 May 2022
Learning Muti-expert Distribution Calibration for Long-tailed Video Classification Yufan Hu Junyu Gao Changsheng Xu 19 4 0 22 May 2022
Should We Rely on Entity Mentions for Relation Extraction? Debiasing Relation Extraction with Counterfactual Analysis Yiwei Wang Muhao Chen Wenxuan Zhou Yujun Cai Yuxuan Liang Dayiheng Liu Baosong Yang Juncheng Liu Bryan Hooi CML 20 51 0 08 May 2022
Federated Learning on Heterogeneous and Long-Tailed Data via Classifier Re-Training with Federated Features Xinyi Shang Yang Lu Gang Huang Hanzi Wang FedML 18 79 0 28 Apr 2022
Neural Collapse Inspired Attraction-Repulsion-Balanced Loss for Imbalanced Learning Liang Xie Yibo Yang Deng Cai Xiaofei He 21 44 0 19 Apr 2022
Few-shot Forgery Detection via Guided Adversarial Interpolation Haonan Qiu Siyu Chen Bei Gan Kunze Wang Huafeng Shi Jing Shao Ziwei Liu AAML 16 6 0 12 Apr 2022
DistPro: Searching A Fast Knowledge Distillation Process via Meta Optimization XueQing Deng Dawei Sun Shawn D. Newsam Peng Wang 14 8 0 12 Apr 2022
Monitored Distillation for Positive Congruent Depth Completion Tianlin Liu Parth T. Agrawal Allison Chen Byung-Woo Hong A. Wong 6 38 0 30 Mar 2022
Nested Collaborative Learning for Long-Tailed Visual Recognition Jun Li Zichang Tan Jun Wan Zhen Lei Guodong Guo 34 85 0 29 Mar 2022
Long-Tailed Recognition via Weight Balancing Shaden Alshammari Yu-xiong Wang Deva Ramanan Shu Kong MQ 25 140 0 27 Mar 2022
BatchFormer: Learning to Explore Sample Relationships for Robust Representation Learning Zhi Hou B. Yu Dacheng Tao ViT 49 59 0 03 Mar 2022
Retrieval Augmented Classification for Long-Tail Visual Recognition Alex Long Wei Yin Thalaiyasingam Ajanthan Vu-Linh Nguyen Pulak Purkait Ravi Garg Alan Blair Chunhua Shen Anton Van Den Hengel 21 107 0 22 Feb 2022
Cross-Domain Empirical Risk Minimization for Unbiased Long-tailed Classification Beier Zhu Yulei Niu Xiansheng Hua Hanwang Zhang 17 41 0 29 Dec 2021
Trustworthy Long-Tailed Classification Bolian Li Zongbo Han Haining Li Huazhu Fu Changqing Zhang EDL 27 71 0 17 Nov 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 21 14 0 17 Nov 2021
Feature Generation for Long-tail Classification Rahul Vigneswaran M. Law V. Balasubramanian Makarand Tapaswi VLM 24 16 0 10 Nov 2021
A Survey on Green Deep Learning Jingjing Xu Wangchunshu Zhou Zhiyi Fu Hao Zhou Lei Li VLM 73 83 0 08 Nov 2021
Introspective Distillation for Robust Question Answering Yulei Niu Hanwang Zhang 19 59 0 01 Nov 2021
Improving Tail-Class Representation with Centroid Contrastive Learning A. M. H. Tiong Junnan Li Guosheng Lin Boyang Albert Li Caiming Xiong S. Hoi VLM 31 13 0 19 Oct 2021
Adaptive Distillation: Aggregating Knowledge from Multiple Paths for Efficient Distillation Sumanth Chennupati Mohammad Mahdi Kamani Zhongwei Cheng Lin Chen 26 4 0 19 Oct 2021
Label-Occurrence-Balanced Mixup for Long-tailed Recognition Shaoyu Zhang Chen Chen Xiujuan Zhang Silong Peng 15 7 0 11 Oct 2021
Deep Long-Tailed Learning: A Survey Yifan Zhang Bingyi Kang Bryan Hooi Shuicheng Yan Jiashi Feng VLM 18 558 0 09 Oct 2021
Self Supervision to Distillation for Long-Tailed Visual Recognition Tianhao Li Limin Wang Gangshan Wu 45 101 0 09 Sep 2021
Calibrating Class Activation Maps for Long-Tailed Visual Recognition Chi Zhang Guosheng Lin Lvlong Lai Henghui Ding Qingyao Wu 23 1 0 29 Aug 2021
Learning of Visual Relations: The Devil is in the Tails Alakh Desai Tz-Ying Wu Subarna Tripathi Nuno Vasconcelos 23 86 0 22 Aug 2021
ACE: Ally Complementary Experts for Solving Long-Tailed Recognition in One-Shot Jiarui Cai Yizhou Wang Jenq-Neng Hwang OODD 13 134 0 05 Aug 2021
Deep Anomaly Discovery From Unlabeled Videos via Normality Advantage and Self-Paced Refinement Guang Yu Siqi Wang Zhiping Cai Xinwang Liu Chuanfu Xu Cheng-Feng Wu 30 32 0 04 Aug 2021
Self-Supervised Aggregation of Diverse Experts for Test-Agnostic Long-Tailed Recognition Yifan Zhang Bryan Hooi Lanqing Hong Jiashi Feng 19 126 0 20 Jul 2021
A Linkage-based Doubly Imbalanced Graph Learning Framework for Face Clustering Huafeng Yang Qijie Shen Xingjian Chen Fangyi Zhang R. Du CVBM 25 0 0 06 Jul 2021
DASO: Distribution-Aware Semantics-Oriented Pseudo-label for Imbalanced Semi-Supervised Learning Youngtaek Oh Dong-Jin Kim In So Kweon 36 62 0 10 Jun 2021
GistNet: a Geometric Structure Transfer Network for Long-Tailed Recognition Bo Liu Haoxiang Li Hao Kang G. Hua Nuno Vasconcelos CVBM 23 38 0 01 May 2021
Breadcrumbs: Adversarial Class-Balanced Sampling for Long-tailed Recognition Bo Liu Haoxiang Li Hao Kang G. Hua Nuno Vasconcelos 17 13 0 01 May 2021
Relational Subsets Knowledge Distillation for Long-tailed Retinal Diseases Recognition Lie Ju Xin Wang Lin Wang Tongliang Liu Xin Zhao Tom Drummond Dwarikanath Mahapatra Z. Ge 15 42 0 22 Apr 2021
Balanced Knowledge Distillation for Long-tailed Learning Shaoyu Zhang Chen Chen Xiyuan Hu Silong Peng 43 57 0 21 Apr 2021
Adaptive Logit Adjustment Loss for Long-Tailed Visual Recognition Yan Zhao Weicong Chen Xu Tan Kai Huang Jihong Zhu 25 55 0 13 Apr 2021
Class-Balanced Distillation for Long-Tailed Visual Recognition Ahmet Iscen A. Araújo Boqing Gong Cordelia Schmid 13 36 0 12 Apr 2021
Distributional Robustness Loss for Long-tail Learning Dvir Samuel Gal Chechik OOD 29 99 0 07 Apr 2021
Improving Calibration for Long-Tailed Recognition Zhisheng Zhong Jiequan Cui Shu-Lin Liu Jiaya Jia 12 288 0 01 Apr 2021
Adaptive Methods for Real-World Domain Generalization Abhimanyu Dubey Vignesh Ramanathan Alex Pentland D. Mahajan OOD 30 88 0 29 Mar 2021
Distilling Virtual Examples for Long-tailed Recognition Yingying He Jianxin Wu Xiu-Shen Wei 28 100 0 28 Mar 2021
ResLT: Residual Learning for Long-tailed Recognition Jiequan Cui Shu-Lin Liu Zhuotao Tian Zhisheng Zhong Jiaya Jia 18 127 0 26 Jan 2021