Discrepancy-Based Active Learning for Domain Adaptation

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Discrepancy-Based Active Learning for Domain Adaptation

5 March 2021

Antoine de Mathelin

Francois Deheeger

Mathilde Mougeot

Nicolas Vayatis

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Papers citing "Discrepancy-Based Active Learning for Domain Adaptation"

15 / 15 papers shown

Title
Certainty and Uncertainty Guided Active Domain Adaptation Bardia Safaei Vibashan Vs Vishal M. Patel TTA 47 0 0 26 May 2025
Feature Based Methods in Domain Adaptation for Object Detection: A Review Paper Helia Mohamadi Mohammad Ali Keyvanrad Mohammad Reza Mohammadi 96 0 0 23 Dec 2024
Evidential Uncertainty Quantification: A Variance-Based Perspective Ruxiao Duan B. Caffo Harrison X. Bai Haris I. Sair Craig K. Jones UD EDL UQCV BDL PER 95 14 0 19 Nov 2023
Annotator: A Generic Active Learning Baseline for LiDAR Semantic Segmentation Binhui Xie Shuang Li Qingju Guo Chi Harold Liu Xinjing Cheng VLM 101 9 0 31 Oct 2023
Differentially Private Domain Adaptation with Theoretical Guarantees Raef Bassily Corinna Cortes Anqi Mao M. Mohri 60 0 0 15 Jun 2023
Accelerating Batch Active Learning Using Continual Learning Techniques Arnav M. Das Gantavya Bhatt M. Bhalerao Vianne R. Gao Rui Yang J. Bilmes VLM CLL 68 10 0 10 May 2023
Best-Effort Adaptation Pranjal Awasthi Corinna Cortes M. Mohri 86 8 0 10 May 2023
Generalized Universal Domain Adaptation with Generative Flow Networks Didi Zhu Yinchuan Li Yunfeng Shao Jianye Hao Leilei Gan Kun Kuang Jun Xiao Chao Wu AI4CE OOD 96 19 0 08 May 2023
Dirichlet-based Uncertainty Calibration for Active Domain Adaptation Mixue Xie Shuang Li Rui Zhang Chi Harold Liu UQCV 84 29 0 27 Feb 2023
Pushing the Accuracy-Group Robustness Frontier with Introspective Self-play J. Liu Krishnamurthy Dvijotham Jihyeon Janel Lee Quan Yuan Martin Strobel Balaji Lakshminarayanan Deepak Ramachandran 72 5 0 11 Feb 2023
Combating Label Distribution Shift for Active Domain Adaptation S. Hwang Sohyun Lee Sungyeon Kim Jungseul Ok Suha Kwak 70 20 0 13 Aug 2022
Pareto Optimization for Active Learning under Out-of-Distribution Data Scenarios Xueying Zhan Zeyu Dai Qingzhong Wang Qing Li Haoyi Xiong Dejing Dou Antoni B. Chan OODD 48 3 0 04 Jul 2022
Active Source Free Domain Adaptation Fan Wang Zhongyi Han Zhiyan Zhang Yilong Yin 200 12 0 22 May 2022
Cost-effective Framework for Gradual Domain Adaptation with Multifidelity Shogo Sagawa H. Hino CLL 61 6 0 09 Feb 2022
Active Learning for Domain Adaptation: An Energy-Based Approach Binhui Xie Longhui Yuan Shuang Li Chi Harold Liu Xinjing Cheng Guoren Wang 100 115 0 02 Dec 2021