Long-Tailed Partial Label Learning via Dynamic Rebalancing

Long-Tailed Partial Label Learning via Dynamic Rebalancing

International Conference on Learning Representations (ICLR), 2023

10 February 2023

Jiangchao Yao

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Papers citing "Long-Tailed Partial Label Learning via Dynamic Rebalancing"

19 / 19 papers shown

Title
Dual-granularity Sinkhorn Distillation for Enhanced Learning from Long-tailed Noisy Data Feng Hong Yu Huang Zihua Zhao Zhihan Zhou Jiangchao Yao Dongsheng Li Y. Zhang Y. Wang 168 2 0 09 Oct 2025
Tuning the Right Foundation Models is What you Need for Partial Label Learning Kuang He Wei Tang Tong Wei Min Zhang VLM 250 2 0 05 Jun 2025
Making Reliable and Flexible Decisions in Long-tailed Classification Bolian Li Ruqi Zhang 879 0 0 23 Jan 2025
Long-Tailed Out-of-Distribution Detection via Normalized Outlier Distribution AdaptationNeural Information Processing Systems (NeurIPS), 2024 Wenjun Miao Guansong Pang Jin Zheng Xiao Bai OODD 326 4 0 28 Oct 2024
Evolution-aware VAriance (EVA) Coreset Selection for Medical Image ClassificationACM Multimedia (MM), 2024 Yuxin Hong Xiao Zhang Xin Zhang Joey Tianyi Zhou 363 8 0 09 Jun 2024
Diversified Batch Selection for Training AccelerationInternational Conference on Machine Learning (ICML), 2024 Feng Hong Yueming Lyu Jiangchao Yao Ya Zhang Ivor W. Tsang Yanfeng Wang 225 9 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 220 28 0 29 May 2024
Hyper Evidential Deep Learning to Quantify Composite Classification Uncertainty Changbin Li Kangshuo Li Yuzhe Ou Lance M. Kaplan A. Jøsang Jin-Hee Cho Dong Hyun. Jeong Feng Chen UQCV BDL EDL 229 6 0 17 Apr 2024
BEM: Balanced and Entropy-based Mix for Long-Tailed Semi-Supervised Learning Hongwei Zheng Linyuan Zhou Han Li Jinming Su Xiaoming Wei Xiaoming Xu 182 9 0 01 Apr 2024
Twice Class Bias Correction for Imbalanced Semi-Supervised Learning Lan Li Bowen Tao Lu Han De-Chuan Zhan Han-jia Ye SSL 159 5 0 27 Dec 2023
Out-of-Distribution Detection in Long-Tailed Recognition with Calibrated Outlier Class Learning Wenjun Miao Guansong Pang Tianqi Li Xiaolong Bai Jingyi Zheng OODD 333 24 0 17 Dec 2023
Combating Representation Learning Disparity with Geometric HarmonizationNeural Information Processing Systems (NeurIPS), 2023 Zhihan Zhou Jiangchao Yao Feng Hong Ya Zhang Bo Han Yanfeng Wang 169 19 0 26 Oct 2023
Orthogonal Uncertainty Representation of Data Manifold for Robust Long-Tailed Learning Yanbiao Ma Licheng Jiao Fang Liu Shuyuan Yang Xu Liu Lingling Li OOD 223 9 0 16 Oct 2023
Robust Representation Learning for Unreliable Partial Label Learning Yuge Shi Dongze Wu Xin Geng Min-Ling Zhang 196 3 0 31 Aug 2023
Bag of Tricks for Long-Tailed Multi-Label Classification on Chest X-Rays Feng Hong Tianjie Dai Jiangchao Yao Ya Zhang Yanfeng Wang 124 0 0 17 Aug 2023
Wrapped Cauchy Distributed Angular Softmax for Long-Tailed Visual RecognitionInternational Conference on Machine Learning (ICML), 2023 Boran Han 151 14 0 30 May 2023
CroSel: Cross Selection of Confident Pseudo Labels for Partial-Label LearningComputer Vision and Pattern Recognition (CVPR), 2023 Shiyun Tian Jianguo Huang Yiqun Wang Lei Feng 278 9 0 18 Mar 2023
DC-CCL: Device-Cloud Collaborative Controlled Learning for Large Vision Models Yucheng Ding Chaoyue Niu Fan Wu Shaojie Tang Chengfei Lyu Guihai Chen 148 10 0 18 Mar 2023
Pseudo Labels Regularization for Imbalanced Partial-Label LearningIEEE International Conference on Acoustics, Speech, and Signal Processing (ICASSP), 2023 Mingyu Xu Zheng Lian 137 1 0 06 Mar 2023