Provably Consistent Partial-Label Learning

17 July 2020

Bo Han

Papers citing "Provably Consistent Partial-Label Learning"

27 / 27 papers shown

Title
Efficient Vocabulary-Free Fine-Grained Visual Recognition in the Age of Multimodal LLMs Hari Chandana Kuchibhotla Sai Srinivas Kancheti Abbavaram Gowtham Reddy Vineeth N. Balasubramanian 45 0 0 02 May 2025
Towards Robust Incremental Learning under Ambiguous Supervision Rui Wang Mingxuan Xia Chang Yao Lei Feng Junbo Zhao Gang Chen Haobo Wang CLL 138 0 0 23 Jan 2025
Multi-Instance Partial-Label Learning with Margin Adjustment Wei Tang Yin-Fang Yang Zhaofei Wang W. Zhang M. Zhang 73 0 0 22 Jan 2025
Active Learning for Semantic Segmentation with Multi-class Label Query S. Hwang Sohyun Lee Hoyoung Kim Minhyeon Oh Jungseul Ok Suha Kwak VLM 38 7 0 17 Sep 2023
Exploiting Counter-Examples for Active Learning with Partial labels Fei Zhang Yunjie Ye Lei Feng Zhongwen Rao Jieming Zhu Marcus Kalander Chen Gong Jianye Hao Bo Han 31 0 0 14 Jul 2023
Towards Unbiased Exploration in Partial Label Learning Zsolt Zombori Agapi Rissaki Kristóf Szabó Wolfgang Gatterbauer Michael Benedikt SSL UQCV 25 1 0 02 Jul 2023
A Universal Unbiased Method for Classification from Aggregate Observations Zixi Wei Lei Feng Bo Han Tongliang Liu Gang Niu Xiaofeng Zhu H. Shen 26 2 0 20 Jun 2023
Imprecise Label Learning: A Unified Framework for Learning with Various Imprecise Label Configurations Hao Chen Ankit Shah Jindong Wang R. Tao Yidong Wang Xingxu Xie Masashi Sugiyama Rita Singh Bhiksha Raj 31 12 0 22 May 2023
A Confidence-based Partial Label Learning Model for Crowd-Annotated Named Entity Recognition Li Xiong Jie Zhou Qunxi Zhu Xiao Wang Yuanbin Wu Qi Zhang Tao Gui Xuanjing Huang Jin Ma Yingchun Shan 19 3 0 21 May 2023
Q&A Label Learning Kota Kawamoto Masato Uchida 11 0 0 08 May 2023
Pseudo Labels Regularization for Imbalanced Partial-Label Learning Mingyu Xu Zheng Lian 23 1 0 06 Mar 2023
Long-Tailed Partial Label Learning via Dynamic Rebalancing Feng Hong Jiangchao Yao Zhihan Zhou Ya-Qin Zhang Yanfeng Wang 18 26 0 10 Feb 2023
Learning with Partial Labels from Semi-supervised Perspective Ximing Li Yuanzhi Jiang C. Li Yiyuan Wang Jihong Ouyang SSL 23 15 0 24 Nov 2022
Controller-Guided Partial Label Consistency Regularization with Unlabeled Data Qian-Wei Wang Bowen Zhao Mingyan Zhu Tianxiang Li Zimo Liu Shutao Xia 30 2 0 20 Oct 2022
Rethinking the Learning Paradigm for Facial Expression Recognition Weijie Wang N. Sebe Bruno Lepri 36 2 0 30 Sep 2022
SoLar: Sinkhorn Label Refinery for Imbalanced Partial-Label Learning Haobo Wang Mingxuan Xia Yixuan Li Yuren Mao Lei Feng Gang Chen J. Zhao 51 38 0 21 Sep 2022
ProPaLL: Probabilistic Partial Label Learning Lukasz Struski Jacek Tabor Bartosz Zieliñski 28 2 0 21 Aug 2022
Decompositional Generation Process for Instance-Dependent Partial Label Learning Congyu Qiao Ning Xu Xin Geng 126 75 0 08 Apr 2022
PiCO+: Contrastive Label Disambiguation for Robust Partial Label Learning Haobo Wang Rui Xiao Yixuan Li Lei Feng Gang Niu Gang Chen J. Zhao VLM 46 25 0 22 Jan 2022
Learning with Proper Partial Labels Zheng Wu Jiaqi Lv Masashi Sugiyama 24 8 0 23 Dec 2021
Multi-Class Classification from Single-Class Data with Confidences Yuzhou Cao Lei Feng Senlin Shu Yitian Xu Bo An Gang Niu Masashi Sugiyama 11 3 0 16 Jun 2021
Leveraged Weighted Loss for Partial Label Learning Hongwei Wen Jingyi Cui H. Hang Jiabin Liu Yisen Wang Zhouchen Lin 8 95 0 10 Jun 2021
To Smooth or Not? When Label Smoothing Meets Noisy Labels Jiaheng Wei Hangyu Liu Tongliang Liu Gang Niu Masashi Sugiyama Yang Liu NoLa 32 69 0 08 Jun 2021
Learning from Similarity-Confidence Data Yuzhou Cao Lei Feng Yitian Xu Bo An Gang Niu Masashi Sugiyama 19 17 0 13 Feb 2021
Pointwise Binary Classification with Pairwise Confidence Comparisons Lei Feng Senlin Shu Nan Lu Bo Han Miao Xu Gang Niu Bo An Masashi Sugiyama 33 21 0 05 Oct 2020
Combating noisy labels by agreement: A joint training method with co-regularization Hongxin Wei Lei Feng Xiangyu Chen Bo An NoLa 319 498 0 05 Mar 2020
Classification from Pairwise Similarity and Unlabeled Data Han Bao Gang Niu Masashi Sugiyama 165 87 0 12 Feb 2018