Contrastive Learning based Hybrid Networks for Long-Tailed Image
Classification

Contrastive Learning based Hybrid Networks for Long-Tailed Image Classification

26 March 2021

Peng Wang

Lei Zhang

Lei Wang

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Papers citing "Contrastive Learning based Hybrid Networks for Long-Tailed Image Classification"

19 / 119 papers shown

Title
Nested Collaborative Learning for Long-Tailed Visual Recognition Jun Li Zichang Tan Jun Wan Zhen Lei Guodong Guo 133 105 0 29 Mar 2022
Expanding Low-Density Latent Regions for Open-Set Object Detection Jiaming Han Yuqiang Ren Jian Ding Xingjia Pan Ke Yan Guisong Xia ObjD 149 70 0 28 Mar 2022
UNICON: Combating Label Noise Through Uniform Selection and Contrastive Learning Nazmul Karim Mamshad Nayeem Rizve Nazanin Rahnavard Lin Wang M. Shah NoLa 148 116 0 28 Mar 2022
Rebalanced Siamese Contrastive Mining for Long-Tailed Recognition Zhisheng Zhong Jiequan Cui Zeming Li Eric Lo Jian Sun Jiaya Jia SSL 134 6 0 22 Mar 2022
BatchFormer: Learning to Explore Sample Relationships for Robust Representation Learning Zhi Hou B. Yu Dacheng Tao ViT 190 67 0 03 Mar 2022
Understanding Why Generalized Reweighting Does Not Improve Over ERM Runtian Zhai Chen Dan Zico Kolter Pradeep Ravikumar OOD 176 28 0 28 Jan 2022
Enhancing Hyperbolic Graph Embeddings via Contrastive Learning Jiahong Liu Menglin Yang Min Zhou Shanshan Feng Philippe Fournier-Viger SSL 116 23 0 21 Jan 2022
Adaptive Contrast for Image Regression in Computer-Aided Disease Assessment Weihang Dai Xuelong Li W. H. Chiu Michael D Kuo Kwang-Ting Cheng MedIm 120 25 0 22 Dec 2021
Pure Noise to the Rescue of Insufficient Data: Improving Imbalanced Classification by Training on Random Noise Images Shiran Zada Itay Benou Michal Irani 152 29 0 16 Dec 2021
Imagine by Reasoning: A Reasoning-Based Implicit Semantic Data Augmentation for Long-Tailed Classification Xiaohua Chen Yucan Zhou Dayan Wu Wanqian Zhang Yu Zhou Yue Liu Weiping Wang 107 57 0 15 Dec 2021
Margin Calibration for Long-Tailed Visual Recognition Yidong Wang Bowen Zhang Wenxin Hou Zhen Wu Yongfeng Zhang T. Shinozaki MQ 138 29 0 14 Dec 2021
VL-LTR: Learning Class-wise Visual-Linguistic Representation for Long-Tailed Visual Recognition Changyao Tian Wenhai Wang Xizhou Zhu Jifeng Dai Yu Qiao VLM 184 85 0 26 Nov 2021
Label-Aware Distribution Calibration for Long-tailed Classification Chaozheng Wang Shuzheng Gao Cuiyun Gao Pengyun Wang Wenjie Pei Lujia Pan Zenglin Xu 94 25 0 09 Nov 2021
Deep Long-Tailed Learning: A Survey Yifan Zhang Bingyi Kang Bryan Hooi Shuicheng Yan Jiashi Feng VLM 187 654 0 09 Oct 2021
FedProc: Prototypical Contrastive Federated Learning on Non-IID data Xutong Mu Yulong Shen Ke Cheng Xueli Geng Jiaxuan Fu Tao Zhang Ruoyu Zhou FedML 142 210 0 25 Sep 2021
Complementary Calibration: Boosting General Continual Learning with Collaborative Distillation and Self-Supervision Zhong Ji Jin Li Qiang Wang Zhongfei Zhang CLL 115 20 0 03 Sep 2021
Self-Supervised Aggregation of Diverse Experts for Test-Agnostic Long-Tailed Recognition Yifan Zhang Bryan Hooi Lanqing Hong Jiashi Feng 171 146 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 86 0 0 06 Jul 2021
Memory-based Jitter: Improving Visual Recognition on Long-tailed Data with Diversity In MemoryAAAI Conference on Artificial Intelligence (AAAI), 2024 Jialun Liu Jingwei Zhang Yi yang Wenhui Li Fangqiu Yi Yifan Sun 124 45 0 22 Aug 2020