Robust Semi-supervised Learning by Wisely Leveraging Open-set Data

11 May 2024

Papers citing "Robust Semi-supervised Learning by Wisely Leveraging Open-set Data"

9 / 9 papers shown

Title
Second Place Solution of WSDM2023 Toloka Visual Question Answering Challenge Xiangyu Wu Zhouyang Chi Yang Yang Jianfeng Lu 39 0 0 05 Jul 2024
Multi-level Reliable Guidance for Unpaired Multi-view Clustering Like Xin Wanqi Yang Lei Wang Ming Yang 42 0 0 01 Jul 2024
Robust Semi-Supervised Learning for Self-learning Open-World Classes Wenjuan Xi Xin Song Weili Guo Yang Yang 45 13 0 15 Jan 2024
Mitigating Neural Network Overconfidence with Logit Normalization Hongxin Wei Renchunzi Xie Hao-Ran Cheng Lei Feng Bo An Yixuan Li OODD 163 266 0 19 May 2022
FreeMatch: Self-adaptive Thresholding for Semi-supervised Learning Yidong Wang Hao Chen Qiang Heng Wenxin Hou Yue Fan ... Marios Savvides T. Shinozaki Bhiksha Raj Bernt Schiele Xing Xie 185 258 0 15 May 2022
VOS: Learning What You Don't Know by Virtual Outlier Synthesis Xuefeng Du Zhaoning Wang Mu Cai Yixuan Li OODD 178 220 0 02 Feb 2022
FlexMatch: Boosting Semi-Supervised Learning with Curriculum Pseudo Labeling Bowen Zhang Yidong Wang Wenxin Hou Hao Wu Jindong Wang Manabu Okumura T. Shinozaki AAML 252 862 0 15 Oct 2021
Trash to Treasure: Harvesting OOD Data with Cross-Modal Matching for Open-Set Semi-Supervised Learning Junkai Huang Chaowei Fang Weikai Chen Z. Chai Xiaolin K. Wei Pengxu Wei Liang Lin Guanbin Li OODD 50 63 0 12 Aug 2021
Linear Convergence of Gradient and Proximal-Gradient Methods Under the Polyak-Łojasiewicz Condition Hamed Karimi J. Nutini Mark W. Schmidt 139 1,199 0 16 Aug 2016