Active Learning for Domain Adaptation: An Energy-Based Approach

Active Learning for Domain Adaptation: An Energy-Based Approach

2 December 2021

Chi Harold Liu

Papers citing "Active Learning for Domain Adaptation: An Energy-Based Approach"

11 / 11 papers shown

Title
Energy-Based Pseudo-Label Refining for Source-free Domain Adaptation Xinru Meng Han Sun J. Liu Ningzhong Liu Huiyu Zhou 54 0 0 23 Apr 2025
Optimal Transfer Learning for Missing Not-at-Random Matrix Completion Akhil Jalan Yassir Jedra Arya Mazumdar Soumendu Sundar Mukherjee Purnamrita Sarkar 138 0 0 28 Feb 2025
DELTA: Dual Consistency Delving with Topological Uncertainty for Active Graph Domain Adaptation Pengyun Wang Yadi Cao Chris Russell Yanxin Shen Junyu Luo Ming Zhang Siyu Heng Xiao Luo 40 1 0 13 Sep 2024
Divide and Adapt: Active Domain Adaptation via Customized Learning Duojun Huang Jichang Li Weikai Chen Jun Steed Huang Z. Chai Guanbin Li 42 25 0 21 Jul 2023
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 36 16 0 08 May 2023
Dirichlet-based Uncertainty Calibration for Active Domain Adaptation Mixue Xie Shuang Li Rui Zhang Chi Harold Liu UQCV 38 29 0 27 Feb 2023
A Comprehensive Survey on Source-free Domain Adaptation Zhiqi Yu Jingjing Li Zhekai Du Lei Zhu H. Shen TTA 23 94 0 23 Feb 2023
Tyger: Task-Type-Generic Active Learning for Molecular Property Prediction Kuangqi Zhou Kaixin Wang Jiashi Feng Jian Tang Tingyang Xu Xinchao Wang 29 1 0 23 May 2022
Towards Fewer Annotations: Active Learning via Region Impurity and Prediction Uncertainty for Domain Adaptive Semantic Segmentation Binhui Xie Longhui Yuan Shuang Li Chi Harold Liu Xinjing Cheng UQCV 28 89 0 25 Nov 2021
SPCL: A New Framework for Domain Adaptive Semantic Segmentation via Semantic Prototype-based Contrastive Learning Binhui Xie Kejia Yin Shuang Li 23 11 0 24 Nov 2021
Active Domain Adaptation via Clustering Uncertainty-weighted Embeddings Viraj Prabhu Arjun Chandrasekaran Kate Saenko Judy Hoffman OOD 100 124 0 16 Oct 2020