Learning to Transfer Examples for Partial Domain Adaptation

28 March 2019

Papers citing "Learning to Transfer Examples for Partial Domain Adaptation"

50 / 118 papers shown

Title
OneRing: A Simple Method for Source-free Open-partial Domain Adaptation Shiqi Yang Yaxing Wang Kai Wang Shangling Jui Joost van de Weijer 25 0 0 07 Jun 2022
Effective Abstract Reasoning with Dual-Contrast Network Tao Zhuo Mohan S. Kankanhalli 16 40 0 27 May 2022
Calibrating Class Weights with Multi-Modal Information for Partial Video Domain Adaptation Xiyu Wang Yuecong Xu K. Mao Jianfei Yang 21 8 0 13 Apr 2022
From Big to Small: Adaptive Learning to Partial-Set Domains Zhangjie Cao Kaichao You Ziyang Zhang Jianmin Wang Mingsheng Long CLL 14 23 0 14 Mar 2022
Low-Cost On-device Partial Domain Adaptation (LoCO-PDA): Enabling efficient CNN retraining on edge devices A. Rajagopal C. Bouganis 25 0 0 01 Mar 2022
Generalized Label Shift Correction via Minimum Uncertainty Principle: Theory and Algorithm You-Wei Luo Chuan-Xian Ren 27 2 0 26 Feb 2022
Source-Free Progressive Graph Learning for Open-Set Domain Adaptation Yadan Luo Zijian Wang Zhuoxiao Chen Zi Huang Mahsa Baktashmotlagh AI4CE 49 29 0 13 Feb 2022
Reciprocal Normalization for Domain Adaptation Zhiyong Huang Kekai Sheng Ke Li Jian Liang Taiping Yao Weiming Dong D. Zhou Xing Sun 41 11 0 20 Dec 2021
Unsupervised Domain Adaptation for Semantic Image Segmentation: a Comprehensive Survey G. Csurka Riccardo Volpi Boris Chidlovskii OOD VLM 3DV 65 40 0 06 Dec 2021
Open-Set Crowdsourcing using Multiple-Source Transfer Learning Guangyang Han Guoxian Yu Lei Liu Li-zhen Cui C. Domeniconi Xiangliang Zhang 11 0 0 07 Nov 2021
On Label Shift in Domain Adaptation via Wasserstein Distance Trung Le Dat Do Tuan Nguyen Huy Nguyen Hung Bui Nhat Ho Dinh Q. Phung 21 3 0 29 Oct 2021
Model Adaptation: Historical Contrastive Learning for Unsupervised Domain Adaptation without Source Data Jiaxing Huang Dayan Guan Aoran Xiao Shijian Lu 153 212 0 07 Oct 2021
Self-Adaptive Partial Domain Adaptation Jian Hu H. Tuo Shizhao Zhang Chao Wang Haowen Zhong Zhikang Zou Z. Jing H. Leung Ruping Zou TPM 28 2 0 18 Sep 2021
Partial Domain Adaptation without Domain Alignment Weikai Li Songcan Chen 32 13 0 29 Aug 2021
Tune it the Right Way: Unsupervised Validation of Domain Adaptation via Soft Neighborhood Density Kuniaki Saito Donghyun Kim Piotr Teterwak Stan Sclaroff Trevor Darrell Kate Saenko 40 52 0 24 Aug 2021
NI-UDA: Graph Adversarial Domain Adaptation from Non-shared-and-Imbalanced Big Data to Small Imbalanced Applications Guangyi Xiao Weiwei Xiang Huan Liu Hao Chen Shun Peng Jingzhi Guo Zhiguo Gong 21 0 0 11 Aug 2021
Adversarial Unsupervised Domain Adaptation with Conditional and Label Shift: Infer, Align and Iterate Xiaofeng Liu Zhenhua Guo Site Li Fangxu Xing J. You C.-C. Jay Kuo G. El Fakhri Jonghye Woo 27 74 0 28 Jul 2021
Partial Video Domain Adaptation with Partial Adversarial Temporal Attentive Network Yuecong Xu Jianfei Yang Haozhi Cao Qi Li K. Mao Zhenghua Chen AI4TS 46 32 0 11 Jul 2021
Universal Domain Adaptation in Ordinal Regression Boris Chidlovskii Assem Sadek Christian Wolf 24 5 0 22 Jun 2021
Generalized Domain Adaptation Yu Mitsuzumi Go Irie Daiki Ikami Takashi Shibata OOD 30 20 0 03 Jun 2021
Transformer-Based Source-Free Domain Adaptation Guanglei Yang Hao Tang Zhun Zhong M. Ding Ling Shao N. Sebe Elisa Ricci ViT 28 42 0 28 May 2021
Unsupervised Domain Adaptation of Object Detectors: A Survey Poojan Oza Vishwanath A. Sindagi Vibashan Vs Vishal M. Patel OOD ObjD 39 170 0 27 May 2021
Aggregating From Multiple Target-Shifted Sources Changjian Shui Zijian Li Jiaqi Li Christian Gagné Charles Ling Boyu Wang 41 29 0 09 May 2021
On Universal Black-Box Domain Adaptation Bin Deng Yabin Zhang Hui Tang Changxing Ding Kui Jia 17 9 0 10 Apr 2021
Divergence Optimization for Noisy Universal Domain Adaptation Qing Yu Atsushi Hashimoto Yoshitaka Ushiku NoLa 22 27 0 01 Apr 2021
Domain-robust VQA with diverse datasets and methods but no target labels Ruotong Wang Tristan D. Maidment Ahmad Diab Adriana Kovashka R. Hwa OOD 19 22 0 29 Mar 2021
On Evolving Attention Towards Domain Adaptation Kekai Sheng Ke Li Xiawu Zheng Jian Liang Weiming Dong Feiyue Huang Rongrong Ji Xing Sun 36 7 0 25 Mar 2021
Unbalanced minibatch Optimal Transport; applications to Domain Adaptation Kilian Fatras Thibault Séjourné Nicolas Courty Rémi Flamary OT 40 146 0 05 Mar 2021
Partial Domain Adaptation Using Selective Representation Learning For Class-Weight Computation Sandipan Choudhuri Riti Paul Arunabha Sen Baoxin Li Hemanth Venkateswara 18 6 0 06 Jan 2021
SENTRY: Selective Entropy Optimization via Committee Consistency for Unsupervised Domain Adaptation Viraj Prabhu Shivam Khare Deeksha Kartik Judy Hoffman 46 133 0 21 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 Yikang Shen Rogerio Feris Kate Saenko Abir Das VLM 53 20 0 06 Dec 2020
They are Not Completely Useless: Towards Recycling Transferable Unlabeled Data for Class-Mismatched Semi-Supervised Learning Zhuo Huang Ying Tai Chengjie Wang Jian Yang Chen Gong 31 23 0 27 Nov 2020
Skin disease diagnosis with deep learning: a review Hongfeng Li Yini Pan Jie Zhao Li Zhang 21 100 0 11 Nov 2020
Improved Multi-Source Domain Adaptation by Preservation of Factors Sebastian Schrom Stephan Hasler J. Adamy OOD 14 6 0 15 Oct 2020
Heterogeneous Domain Generalization via Domain Mixup Yufei Wang Haoliang Li Alex C. Kot OOD 13 143 0 11 Sep 2020
A Survey on Negative Transfer Wen Zhang Lingfei Deng Lei Zhang Dongrui Wu AAML 27 205 0 02 Sep 2020
Unsupervised Domain Adaptation with Progressive Adaptation of Subspaces Weikai Li Songcan Chen 33 25 0 01 Sep 2020
A Review of Single-Source Deep Unsupervised Visual Domain Adaptation Sicheng Zhao Xiangyu Yue Shanghang Zhang Bo-wen Li Han Zhao ... Ravi Krishna Joseph E. Gonzalez Alberto L. Sangiovanni-Vincentelli S. Seshia Kurt Keutzer 39 264 0 01 Sep 2020
Adaptively-Accumulated Knowledge Transfer for Partial Domain Adaptation Taotao Jing Haifeng Xia Zhengming Ding 20 29 0 27 Aug 2020
Unsupervised Domain Adaptation via Discriminative Manifold Propagation You-Wei Luo Chuan-Xian Ren D. Dai Hong Yan 17 79 0 23 Aug 2020
Associative Partial Domain Adaptation Youngeun Kim Sungeun Hong Seunghan Yang Sungil Kang Yunho Jeon Jiwon Kim 22 7 0 07 Aug 2020
Self-Supervised Learning Across Domains S. Bucci A. DÍnnocente Yujun Liao Fabio Maria Carlucci Barbara Caputo Tatiana Tommasi SSL 34 73 0 24 Jul 2020
Adversarial Network with Multiple Classifiers for Open Set Domain Adaptation Tasfia Shermin Guojun Lu S. Teng Manzur Murshed Ferdous Sohel 6 0 0 01 Jul 2020
Bridging the Theoretical Bound and Deep Algorithms for Open Set Domain Adaptation Li Zhong Zhen Fang Feng Liu Bo Yuan Guangquan Zhang Jie Lu AAML 24 77 0 23 Jun 2020
Adversarial Transfer of Pose Estimation Regression Boris Chidlovskii Assem Sadek GAN 21 12 0 20 Jun 2020
Adversarial Weighting for Domain Adaptation in Regression Antoine de Mathelin Guillaume Richard Francois Deheeger Mathilde Mougeot Nicolas Vayatis OOD 51 45 0 15 Jun 2020
Domain Adaptation and Image Classification via Deep Conditional Adaptation Network Pengfei Ge Chuan-Xian Ren D. Dai Hong Yan OOD 9 7 0 14 Jun 2020
Partial Domain Adaptation Using Graph Convolutional Networks Seunghan Yang Youngeun Kim Dongki Jung Changick Kim OOD 9 2 0 16 May 2020
Sparsely-Labeled Source Assisted Domain Adaptation Wei Wang Zhihui Wang Yuankai Xiang Jing Sun Haojie Li Fuming Sun Zhengming Ding 9 14 0 08 May 2020