Combating Representation Learning Disparity with Geometric Harmonization

Combating Representation Learning Disparity with Geometric Harmonization

26 October 2023

Jiangchao Yao

Bo Han

Papers citing "Combating Representation Learning Disparity with Geometric Harmonization"

9 / 9 papers shown

Title
Improve Representation for Imbalanced Regression through Geometric Constraints Zijian Dong Yilei Wu Chongyao Chen Yingtian Zou Yichi Zhang Juan Helen Zhou 42 0 0 02 Mar 2025
Dataset Awareness is not Enough: Implementing Sample-level Tail Encouragement in Long-tailed Self-supervised Learning Haowen Xiao Guanghui Liu Xinyi Gao Yang Li Fengmao Lv Jielei Chu 34 0 0 30 Oct 2024
Diversified Batch Selection for Training Acceleration Feng Hong Yueming Lyu Jiangchao Yao Ya Zhang Ivor W. Tsang Yanfeng Wang 42 4 0 07 Jun 2024
Locally Estimated Global Perturbations are Better than Local Perturbations for Federated Sharpness-aware Minimization Ziqing Fan Shengchao Hu Jiangchao Yao Gang Niu Ya Zhang Masashi Sugiyama Yanfeng Wang FedML 44 11 0 29 May 2024
Domain-Inspired Sharpness-Aware Minimization Under Domain Shifts Ruipeng Zhang Ziqing Fan Jiangchao Yao Ya Zhang Yanfeng Wang 38 7 0 29 May 2024
Mitigating Noisy Correspondence by Geometrical Structure Consistency Learning Zihua Zhao Mengxi Chen Tianjie Dai Jiangchao Yao Bo han Ya Zhang Yanfeng Wang NoLa 44 3 0 27 May 2024
Temperature Schedules for Self-Supervised Contrastive Methods on Long-Tail Data Anna Kukleva Moritz Bohle Bernt Schiele Hilde Kuehne Christian Rupprecht 31 39 0 23 Mar 2023
Self-Supervised Masking for Unsupervised Anomaly Detection and Localization Chaoqin Huang Qinwei Xu Yanfeng Wang Yu Wang Ya Zhang 37 66 0 13 May 2022
Exploring Deep Neural Networks via Layer-Peeled Model: Minority Collapse in Imbalanced Training Cong Fang Hangfeng He Qi Long Weijie J. Su FAtt 130 165 0 29 Jan 2021