Domain Adaptation under Open Set Label Shift

Domain Adaptation under Open Set Label Shift

26 July 2022

Sivaraman Balakrishnan

Zachary Chase Lipton

Papers citing "Domain Adaptation under Open Set Label Shift"

10 / 10 papers shown

Title
Out-of-Distribution Detection using Synthetic Data Generation Momin Abbas Muneeza Azmat R. Horesh Mikhail Yurochkin 40 1 0 05 Feb 2025
Positive and Unlabeled Data: Model, Estimation, Inference, and Classification Siyan Liu Chi-Kuang Yeh Xin Zhang Qinglong Tian Pengfei Li 26 0 0 13 Jul 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
Generalized Universal Domain Adaptation with Generative Flow Networks Didi Zhu Yinchuan Li Yunfeng Shao Jianye Hao Fei Wu Kun Kuang Jun Xiao Chao Wu AI4CE OOD 34 16 0 08 May 2023
Heterogeneous Domain Adaptation with Positive and Unlabeled Data Junki Mori Ryo Furukawa Isamu Teranishi Jun Sakuma 20 0 0 17 Apr 2023
A Closer Look at Novel Class Discovery from the Labeled Set Ziyun Li Jona Otholt Ben Dai Diane Hu Christoph Meinel Haojin Yang BDL 15 12 0 19 Sep 2022
Unsupervised Learning under Latent Label Shift Manley Roberts P. Mani Saurabh Garg Zachary Chase Lipton OOD 41 9 0 26 Jul 2022
On the Effectiveness of Image Rotation for Open Set Domain Adaptation S. Bucci Mohammad Reza Loghmani Tatiana Tommasi 48 142 0 24 Jul 2020
Simple and Scalable Predictive Uncertainty Estimation using Deep Ensembles Balaji Lakshminarayanan Alexander Pritzel Charles Blundell UQCV BDL 270 5,660 0 05 Dec 2016
ImageNet Large Scale Visual Recognition Challenge Olga Russakovsky Jia Deng Hao Su J. Krause S. Satheesh ... A. Karpathy A. Khosla Michael S. Bernstein Alexander C. Berg Li Fei-Fei VLM ObjD 296 39,194 0 01 Sep 2014