Do We Really Need to Access the Source Data? Source Hypothesis Transfer for Unsupervised Domain Adaptation

20 February 2020

Jian Liang

Papers citing "Do We Really Need to Access the Source Data? Source Hypothesis Transfer for Unsupervised Domain Adaptation"

25 / 625 papers shown

Title
ConDA: Continual Unsupervised Domain Adaptation A. M. N. Taufique C. S. Jahan Andreas E. Savakis TTA CLL 14 10 0 19 Mar 2021
Refining Language Models with Compositional Explanations Huihan Yao Ying Chen Qinyuan Ye Xisen Jin Xiang Ren 20 35 0 18 Mar 2021
Self-Supervised Noisy Label Learning for Source-Free Unsupervised Domain Adaptation Weijie Chen Luojun Lin Shicai Yang Di Xie Shiliang Pu Yueting Zhuang Wenqi Ren NoLa SSL 30 57 0 23 Feb 2021
On Interaction Between Augmentations and Corruptions in Natural Corruption Robustness Eric Mintun A. Kirillov Saining Xie 20 89 0 22 Feb 2021
Domain Adaptation for Medical Image Analysis: A Survey Hao Guan Mingxia Liu OOD 36 529 0 18 Feb 2021
Domain Impression: A Source Data Free Domain Adaptation Method V. Kurmi Venkatesh Subramanian Vinay P. Namboodiri TTA 151 150 0 17 Feb 2021
Meta Discovery: Learning to Discover Novel Classes given Very Limited Data Haoang Chi Feng Liu Bo Han Wenjing Yang L. Lan Tongliang Liu Gang Niu Mingyuan Zhou Masashi Sugiyama 26 42 0 08 Feb 2021
Complementary Pseudo Labels For Unsupervised Domain Adaptation On Person Re-identification Hao Feng Minghao Chen Jinming Hu Dong Shen Haifeng Liu Deng Cai 21 65 0 29 Jan 2021
Source-free Domain Adaptation via Distributional Alignment by Matching Batch Normalization Statistics Masato Ishii Masashi Sugiyama OOD 17 40 0 19 Jan 2021
Mining Data Impressions from Deep Models as Substitute for the Unavailable Training Data Gaurav Kumar Nayak Konda Reddy Mopuri Saksham Jain Anirban Chakraborty 11 12 0 15 Jan 2021
Unsupervised Domain Adaptation of Black-Box Source Models Haojian Zhang Yabin Zhang Kui Jia Lei Zhang 124 51 0 08 Jan 2021
Hypothesis Disparity Regularized Mutual Information Maximization Qicheng Lao Xiang Jiang Mohammad Havaei 30 24 0 15 Dec 2020
Source Data-absent Unsupervised Domain Adaptation through Hypothesis Transfer and Labeling Transfer Jian Liang Dapeng Hu Yunbo Wang Ran He Jiashi Feng 151 250 0 14 Dec 2020
Select, Label, and Mix: Learning Discriminative Invariant Feature Representations for Partial Domain Adaptation Aadarsh Sahoo Rameswar Panda Rogerio Feris Kate Saenko Abir Das VLM 47 20 0 06 Dec 2020
Effective Label Propagation for Discriminative Semi-Supervised Domain Adaptation Zhiyong Huang Kekai Sheng Weiming Dong Xing Mei Chongyang Ma Feiyue Huang D. Zhou Changsheng Xu 15 7 0 04 Dec 2020
Data Augmentation with norm-VAE for Unsupervised Domain Adaptation Qian Wang Fanlin Meng T. Breckon 12 16 0 01 Dec 2020
Unsupervised BatchNorm Adaptation (UBNA): A Domain Adaptation Method for Semantic Segmentation Without Using Source Domain Representations Marvin Klingner Jan-Aike Termöhlen Jacob Ritterbach Tim Fingscheidt 25 39 0 17 Nov 2020
Casting a BAIT for Offline and Online Source-free Domain Adaptation Shiqi Yang Yaxing Wang Joost van de Weijer Luis Herranz Shangling Jui TTA 91 45 0 23 Oct 2020
Open-Set Hypothesis Transfer with Semantic Consistency Zeyu Feng Chang Xu Dacheng Tao 8 12 0 01 Oct 2020
A Survey on Negative Transfer Wen Zhang Lingfei Deng Lei Zhang Dongrui Wu AAML 27 205 0 02 Sep 2020
Transductive Information Maximization For Few-Shot Learning Malik Boudiaf Imtiaz Masud Ziko Jérôme Rony José Dolz Pablo Piantanida Ismail Ben Ayed VLM 12 76 0 25 Aug 2020
Overcoming Concept Shift in Domain-Aware Settings through Consolidated Internal Distributions Mohammad Rostami Aram Galstyan CLL OffRL 6 26 0 01 Jul 2020
Tent: Fully Test-time Adaptation by Entropy Minimization Dequan Wang Evan Shelhamer Shaoteng Liu Bruno A. Olshausen Trevor Darrell OOD 37 53 0 18 Jun 2020
Learning Smooth Representation for Unsupervised Domain Adaptation Guanyu Cai Lianghua He Mengchu Zhou H. Alhumade D. Hu 27 16 0 26 May 2019
Transfer Adaptation Learning: A Decade Survey Lei Zhang Xinbo Gao OOD 50 184 0 12 Mar 2019