Dist-PU: Positive-Unlabeled Learning from a Label Distribution Perspective

6 December 2022

Papers citing "Dist-PU: Positive-Unlabeled Learning from a Label Distribution Perspective"

24 / 24 papers shown

Title
Noise-Resilient Point-wise Anomaly Detection in Time Series Using Weak Segment Labels Yaxuan Wang Hao Cheng Jing Xiong Qingsong Wen Han Jia Ruixuan Song L. Zhang Zhaowei Zhu Yang Liu AI4TS 54 1 0 21 Jan 2025
Harmfully Manipulated Images Matter in Multimodal Misinformation Detection Bing Wang Shengsheng Wang C. Li Renchu Guan Ximing Li 16 2 0 27 Jul 2024
PSPU: Enhanced Positive and Unlabeled Learning by Leveraging Pseudo Supervision Chengjie Wang Chengming Xu Zhenye Gan Jianlong Hu Wenbing Zhu Lizhuag Ma 30 1 0 09 Jul 2024
Meta-learning for Positive-unlabeled Classification Atsutoshi Kumagai Tomoharu Iwata Yasuhiro Fujiwara 23 1 0 06 Jun 2024
Knowledge-Infused Legal Wisdom: Navigating LLM Consultation through the Lens of Diagnostics and Positive-Unlabeled Reinforcement Learning Yang Wu Chenghao Wang Ece Gumusel Xiaozhong Liu ELM AILaw 40 4 0 05 Jun 2024
Semi-Supervised Disease Classification based on Limited Medical Image Data Yan Zhang Chun Li Zhaoxia Liu Ming Li 35 5 0 07 May 2024
Novel Node Category Detection Under Subpopulation Shift Hsing-Huan Chung Shravan Chaudhari Yoav Wald Xing Han Joydeep Ghosh 34 1 0 01 Apr 2024
Verifying the Selected Completely at Random Assumption in Positive-Unlabeled Learning Paweł Teisseyre Konrad Furmañczyk J. Mielniczuk 28 1 0 29 Mar 2024
How Does Unlabeled Data Provably Help Out-of-Distribution Detection? Xuefeng Du Zhen Fang Ilias Diakonikolas Yixuan Li OODD 41 27 0 05 Feb 2024
A General Framework for Learning from Weak Supervision Hao Chen Jindong Wang Lei Feng Xiang Li Yidong Wang Xing Xie Masashi Sugiyama Rita Singh Bhiksha Raj 24 2 0 02 Feb 2024
Learning with Complementary Labels Revisited: The Selected-Completely-at-Random Setting Is More Practical Wei Wang Takashi Ishida Yu-Jie Zhang Gang Niu Masashi Sugiyama 22 2 0 27 Nov 2023
Positive-Unlabeled Node Classification with Structure-aware Graph Learning Hansi Yang Yongqi Zhang Quanming Yao James T. Kwok 21 5 0 20 Oct 2023
Beyond Myopia: Learning from Positive and Unlabeled Data through Holistic Predictive Trends Xinrui Wang Wenhai Wan Chuanxing Geng Shaoyuan Li Songcan Chen 16 8 0 06 Oct 2023
Learning A Disentangling Representation For PU Learning Omar Zamzam H. Akrami Mahdi Soltanolkotabi Richard M. Leahy 12 0 0 05 Oct 2023
Can Class-Priors Help Single-Positive Multi-Label Learning? Biao Liu N. Xu Jie Wang Xin Geng 37 1 0 25 Sep 2023
Zero-Shot Scene Graph Generation via Triplet Calibration and Reduction Jiankai Li Yunhong Wang Weixin Li 26 2 0 07 Sep 2023
Community-Based Hierarchical Positive-Unlabeled (PU) Model Fusion for Chronic Disease Prediction Yang Wu Xurui Li Xuhong Zhang Yangyang Kang Changlong Sun Xiaozhong Liu 19 3 0 06 Sep 2023
Class Prior-Free Positive-Unlabeled Learning with Taylor Variational Loss for Hyperspectral Remote Sensing Imagery Hengwei Zhao Xinyu Wang Jingtao Li Yanfei Zhong 29 9 0 29 Aug 2023
Robust Positive-Unlabeled Learning via Noise Negative Sample Self-correction Zhangchi Zhu Lu Wang Pu Zhao Chao Du Wei Zhang Hang Dong Bo Qiao Qingwei Lin Saravan Rajmohan Dongmei Zhang NoLa OnRL 49 6 0 01 Aug 2023
A Positive-Unlabeled Metric Learning Framework for Document-Level Relation Extraction with Incomplete Labeling Ye Wang Huazheng Pan Tao Zhang Wen Wu Wen-zhong Hu 18 5 0 26 Jun 2023
Feed Two Birds with One Scone: Exploiting Wild Data for Both Out-of-Distribution Generalization and Detection Haoyue Bai Gregory H. Canal Xuefeng Du Jeongyeol Kwon Robert D. Nowak Yixuan Li OODD 33 45 0 15 Jun 2023
Dens-PU: PU Learning with Density-Based Positive Labeled Augmentation Vasileios Sevetlidis George Pavlidis S. Mouroutsos Antonios Gasteratos 17 4 0 21 Mar 2023
Learning From Positive and Unlabeled Data Using Observer-GAN Omar Zamzam H. Akrami Richard M. Leahy GAN 11 4 0 26 Aug 2022
Uncertainty-aware Pseudo-label Selection for Positive-Unlabeled Learning Emilio Dorigatti Jann Goschenhofer B. Schubert Mina Rezaei Bernd Bischl 16 3 0 31 Jan 2022