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
Class Instance Balanced Learning for Long-Tailed Classification Marc-Antoine Lavoie Steven Waslander 45 0 0 11 Jul 2023
NCL++: Nested Collaborative Learning for Long-Tailed Visual Recognition Zichang Tan Jun Yu Li Jinhao Du Jun Wan Zhen Lei Guodong Guo VLM 28 21 0 29 Jun 2023
Categories of Response-Based, Feature-Based, and Relation-Based Knowledge Distillation Chuanguang Yang Xinqiang Yu Zhulin An Yongjun Xu VLM OffRL 86 22 0 19 Jun 2023
Coaching a Teachable Student Jimuyang Zhang Zanming Huang Eshed Ohn-Bar 57 21 0 16 Jun 2023
Feature Fusion from Head to Tail for Long-Tailed Visual Recognition Mengke Li Zhikai Hu Yang Lu Weichao Lan Yiu-ming Cheung Hui Huang 24 19 0 12 Jun 2023
Flexible Distribution Alignment: Towards Long-tailed Semi-supervised Learning with Proper Calibration Emanuel Sanchez Aimar Hannah Helgesen Yonghao Xu Marco Kuhlmann M. Felsberg 26 0 0 07 Jun 2023
Adjusting Logit in Gaussian Form for Long-Tailed Visual Recognition Mengke Li Y. Cheung Yang Lu Zhikai Hu Weichao Lan Hui Huang 37 5 0 18 May 2023
Towards Effective Collaborative Learning in Long-Tailed Recognition Zhengzhuo Xu Zenghao Chai Chengying Xu Chun Yuan Haiqin Yang 18 4 0 05 May 2023
Decoupled Training for Long-Tailed Classification With Stochastic Representations G. Nam Sunguk Jang Juho Lee OOD BDL OODD 22 13 0 19 Apr 2023
Improving Image Recognition by Retrieving from Web-Scale Image-Text Data Ahmet Iscen Alireza Fathi Cordelia Schmid VLM 3DV 33 25 0 11 Apr 2023
Long-Tailed Visual Recognition via Self-Heterogeneous Integration with Knowledge Excavation Yang Jin Mengke Li Yang Lu Y. Cheung Hanzi Wang 35 21 0 03 Apr 2023
SuperDisco: Super-Class Discovery Improves Visual Recognition for the Long-Tail Yingjun Du Jiayi Shen Xiantong Zhen Cees G. M. Snoek 36 12 0 31 Mar 2023
Predicting and Enhancing the Fairness of DNNs with the Curvature of Perceptual Manifolds Yanbiao Ma Licheng Jiao F. Liu Maoji Wen Lingling Li Wenping Ma Shuyuan Yang Xu Liu Puhua Chen 36 5 0 22 Mar 2023
Long-tailed Classification from a Bayesian-decision-theory Perspective Bolian Li Ruqi Zhang 40 1 0 10 Mar 2023
Distillation from Heterogeneous Models for Top-K Recommendation SeongKu Kang Wonbin Kweon Dongha Lee Jianxun Lian Xing Xie Hwanjo Yu VLM 32 21 0 02 Mar 2023
AdaptiveShape: Solving Shape Variability for 3D Object Detection with Geometry Aware Anchor Distributions B. Sick Michael Walter Jochen Abhau 3DPC 11 1 0 28 Feb 2023
Text Classification in the Wild: a Large-scale Long-tailed Name Normalization Dataset Jiexing Qi Shuhao Li Zhixin Guo Yusheng Huang Cheng Zhou Weinan Zhang Xinbing Wang Zhouhan Lin VLM 18 0 0 19 Feb 2023
Mutual Exclusive Modulator for Long-Tailed Recognition Haixu Long Xiaolin Zhang Yanbin Liu Zongtai Luo Jianbo Liu 14 2 0 19 Feb 2023
CUDA: Curriculum of Data Augmentation for Long-Tailed Recognition Sumyeong Ahn Jongwoo Ko Se-Young Yun 31 30 0 10 Feb 2023
Delving Deep into Simplicity Bias for Long-Tailed Image Recognition Xiu-Shen Wei Xuhao Sun Yang Shen Anqi Xu Peng Wang Faen Zhang 36 1 0 07 Feb 2023
Contrast with Reconstruct: Contrastive 3D Representation Learning Guided by Generative Pretraining Zekun Qi Runpei Dong Guo Fan Zheng Ge Xiangyu Zhang Kaisheng Ma Li Yi 38 117 0 05 Feb 2023
Paced-Curriculum Distillation with Prediction and Label Uncertainty for Image Segmentation Mobarakol Islam Lalithkumar Seenivasan S. Sharan V. Viekash Bhavesh Gupta Ben Glocker Hongliang Ren 18 8 0 02 Feb 2023
Learning Prototype Classifiers for Long-Tailed Recognition Saurabh Sharma Yongqin Xian Ning Yu Ambuj K. Singh 35 13 0 01 Feb 2023
Context Label Learning: Improving Background Class Representations in Semantic Segmentation Zeju Li Konstantinos Kamnitsas Cheng Ouyang Chen Chen Ben Glocker VLM 30 6 0 16 Dec 2022
Cross-Modal Similarity-Based Curriculum Learning for Image Captioning Hongkuan Zhang Saku Sugawara Akiko Aizawa Lei Zhou Ryohei Sasano Koichi Takeda VLM 27 4 0 14 Dec 2022
Learning Imbalanced Data with Vision Transformers Zhengzhuo Xu R. Liu Shuo Yang Zenghao Chai Chun Yuan 37 32 0 05 Dec 2022
Compound Batch Normalization for Long-tailed Image Classification Lechao Cheng Chaowei Fang Dingwen Zhang Guanbin Li Gang Huang 46 11 0 02 Dec 2022
Curriculum Temperature for Knowledge Distillation Zheng Li Xiang Li Lingfeng Yang Borui Zhao Renjie Song Lei Luo Jun Yu Li Jian Yang 27 132 0 29 Nov 2022
Learning to Learn: How to Continuously Teach Humans and Machines Parantak Singh You Li Ankur Sikarwar Weixian Lei Daniel Gao Morgan B. Talbot Ying Sun Mike Zheng Shou Gabriel Kreiman Mengmi Zhang CLL 10 5 0 28 Nov 2022
Responsible Active Learning via Human-in-the-loop Peer Study Yu Cao Jingya Wang Baosheng Yu Dacheng Tao 25 0 0 24 Nov 2022
PIDray: A Large-scale X-ray Benchmark for Real-World Prohibited Item Detection Libo Zhang Lutao Jiang Ruyi Ji Hengrui Fan 16 22 0 19 Nov 2022
Multi-Domain Long-Tailed Learning by Augmenting Disentangled Representations Xinyu Yang Huaxiu Yao Allan Zhou Chelsea Finn 39 3 0 25 Oct 2022
Federated Learning with Privacy-Preserving Ensemble Attention Distillation Xuan Gong Liangchen Song Rishi Vedula Abhishek Sharma Meng Zheng ... Arun Innanje Terrence Chen Junsong Yuan David Doermann Ziyan Wu FedML 20 27 0 16 Oct 2022
Improving the Intra-class Long-tail in 3D Detection via Rare Example Mining C. Jiang Mahyar Najibi C. Qi Yin Zhou Drago Anguelov 21 20 0 15 Oct 2022
ME-D2N: Multi-Expert Domain Decompositional Network for Cross-Domain Few-Shot Learning Yu Fu Yu Xie Yanwei Fu Jingjing Chen Yu-Gang Jiang 26 15 0 11 Oct 2022
Long-Tailed Class Incremental Learning Xialei Liu Yu-Song Hu Xuezhi Cao Andrew D. Bagdanov Ke Li Mingg-Ming Cheng CLL 65 35 0 01 Oct 2022
Effective Vision Transformer Training: A Data-Centric Perspective Benjia Zhou Pichao Wang Jun Wan Yan-Ni Liang Fan Wang 26 5 0 29 Sep 2022
CES-KD: Curriculum-based Expert Selection for Guided Knowledge Distillation Ibtihel Amara M. Ziaeefard B. Meyer W. Gross J. Clark 18 4 0 15 Sep 2022
Preserving Privacy in Federated Learning with Ensemble Cross-Domain Knowledge Distillation Xuan Gong Abhishek Sharma Srikrishna Karanam Ziyan Wu Terrence Chen David Doermann Arun Innanje FedML 17 70 0 10 Sep 2022
Difficulty-Net: Learning to Predict Difficulty for Long-Tailed Recognition Saptarshi Sinha Hiroki Ohashi 19 6 0 07 Sep 2022
Temporal Flow Mask Attention for Open-Set Long-Tailed Recognition of Wild Animals in Camera-Trap Images Jeongsoo Kim Sangmin Woo Byeongjun Park Changick Kim 25 2 0 31 Aug 2022
Dynamic Data-Free Knowledge Distillation by Easy-to-Hard Learning Strategy Jingru Li Sheng Zhou Liangcheng Li Haishuai Wang Zhi Yu Jiajun Bu 34 14 0 29 Aug 2022
Billion-user Customer Lifetime Value Prediction: An Industrial-scale Solution from Kuaishou Kunpeng Li Guangcui Shao Naijun Yang Xiao Fang Yang Song 26 13 0 29 Aug 2022
LTE4G: Long-Tail Experts for Graph Neural Networks Sukwon Yun Kibum Kim Kanghoon Yoon Chanyoung Park 34 39 0 22 Aug 2022
Progressive Cross-modal Knowledge Distillation for Human Action Recognition Jianyuan Ni A. Ngu Yan Yan HAI 20 20 0 17 Aug 2022
Unsupervised Face Morphing Attack Detection via Self-paced Anomaly Detection Meiling Fang Fadi Boutros Naser Damer CVBM 17 13 0 11 Aug 2022
Constructing Balance from Imbalance for Long-tailed Image Recognition Yue Xu Yong-Lu Li Jiefeng Li Cewu Lu CVBM 27 29 0 04 Aug 2022
Integrating Object-aware and Interaction-aware Knowledge for Weakly Supervised Scene Graph Generation Xingchen Li Long Chen Wenbo Ma Yi Yang Jun Xiao 15 26 0 03 Aug 2022
NICEST: Noisy Label Correction and Training for Robust Scene Graph Generation Lin Li Jun Xiao Hanrong Shi Hanwang Zhang Yi Yang Wei Liu Long Chen 26 22 0 27 Jul 2022
Invariant Feature Learning for Generalized Long-Tailed Classification Kaihua Tang Mingyuan Tao Jiaxin Qi Zhenguang Liu Hanwang Zhang VLM 29 52 0 19 Jul 2022