Positive Unlabeled Contrastive Learning

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Positive Unlabeled Contrastive Learning

1 June 2022

Sujay Sanghavi

Bhargav Bhushanam

Dhruv Choudhary

Michael G. Rabbat

Inderjit Dhillon

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Papers citing "Positive Unlabeled Contrastive Learning"

6 / 6 papers shown

Title
A Short Survey on Importance Weighting for Machine Learning Masanari Kimura H. Hino 100 8 0 15 Mar 2024
How Does Unlabeled Data Provably Help Out-of-Distribution Detection? Xuefeng Du Zhen Fang Ilias Diakonikolas Yixuan Li OODD 87 29 0 05 Feb 2024
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 67 49 0 15 Jun 2023
Rethinking Weak Supervision in Helping Contrastive Learning Jingyi Cui Weiran Huang Yifei Wang Yisen Wang NoLa SSL 89 17 0 07 Jun 2023
From Isolated Islands to Pangea: Unifying Semantic Space for Human Action Understanding Yong-Lu Li Xiaoqian Wu Xinpeng Liu Zehao Wang Yiming Dou ... Junyi Zhang Yixing Li Jingru Tan Xudong Lu Cewu Lu 169 17 0 02 Apr 2023
Uncertainty-aware Pseudo-label Selection for Positive-Unlabeled Learning Emilio Dorigatti Jann Goschenhofer B. Schubert Mina Rezaei Bernd Bischl 50 3 0 31 Jan 2022