Bridging Theory and Algorithm for Domain Adaptation

11 April 2019

Papers citing "Bridging Theory and Algorithm for Domain Adaptation"

50 / 160 papers shown

Title
Why the pseudo label based semi-supervised learning algorithm is effective? Zeping Min Qian Ge Cheng Tai MLT 34 4 0 18 Nov 2022
Video Unsupervised Domain Adaptation with Deep Learning: A Comprehensive Survey Yuecong Xu Haozhi Cao Zhenghua Chen Xiaoli Li Lihua Xie Jianfei Yang 29 14 0 17 Nov 2022
Explaining Cross-Domain Recognition with Interpretable Deep Classifier Yiheng Zhang Ting Yao Zhaofan Qiu Tao Mei OOD 42 3 0 15 Nov 2022
Generalized Balancing Weights via Deep Neural Networks Yoshiaki Kitazawa BDL CML 30 1 0 14 Nov 2022
Variational Model Perturbation for Source-Free Domain Adaptation Mengmeng Jing Xiantong Zhen Jingjing Li Cees G. M. Snoek 44 26 0 19 Oct 2022
Task-Free Continual Learning via Online Discrepancy Distance Learning Fei Ye A. Bors CLL 29 28 0 12 Oct 2022
How Much Data Are Augmentations Worth? An Investigation into Scaling Laws, Invariance, and Implicit Regularization Jonas Geiping Micah Goldblum Gowthami Somepalli Ravid Shwartz-Ziv Tom Goldstein A. Wilson 31 37 0 12 Oct 2022
Information-Theoretic Analysis of Unsupervised Domain Adaptation Ziqiao Wang Yongyi Mao 51 12 0 03 Oct 2022
Leveraging unsupervised data and domain adaptation for deep regression in low-cost sensor calibration Swapnil Dey Vipul Arora S. Tripathi OOD 35 1 0 02 Oct 2022
Deliberated Domain Bridging for Domain Adaptive Semantic Segmentation Lin Chen Zhixiang Wei Xin Jin H. Chen Miao Zheng Kaikang Chen Yi-jing Jin 40 37 0 16 Sep 2022
Delving into the Continuous Domain Adaptation Yinsong Xu Zhuqing Jiang Aidong Men Yang Liu Qingchao Chen 32 4 0 28 Aug 2022
Domain Adaptation with Adversarial Training on Penultimate Activations Tao Sun Cheng Lu Haibin Ling 34 15 0 26 Aug 2022
Subtype-Aware Dynamic Unsupervised Domain Adaptation Xiaofeng Liu Fangxu Xing Jane You Jun Lu C.-C. Jay Kuo Xiaofeng Liu Jonghye Woo OOD 44 6 0 16 Aug 2022
CTL-MTNet: A Novel CapsNet and Transfer Learning-Based Mixed Task Net for the Single-Corpus and Cross-Corpus Speech Emotion Recognition Xin-Cheng Wen Jiaxin Ye Yan Luo Yong-mei Xu Xinyu Wang Changqing Wu Kun Liu 40 30 0 18 Jul 2022
PAC-Bayesian Domain Adaptation Bounds for Multiclass Learners Anthony Sicilia Katherine Atwell Malihe Alikhani Seong Jae Hwang BDL 56 9 0 12 Jul 2022
A Closer Look at Smoothness in Domain Adversarial Training Harsh Rangwani Sumukh K Aithal Mayank Mishra Arihant Jain R. Venkatesh Babu 40 119 0 16 Jun 2022
Slimmable Domain Adaptation Rang Meng Weijie Chen Shicai Yang Mingli Song Luojun Lin Di Xie Shiliang Pu Xinchao Wang Mingli Song Yueting Zhuang 32 12 0 14 Jun 2022
Fair Classification via Domain Adaptation: A Dual Adversarial Learning Approach Yueqing Liang Canyu Chen Tian Tian Kai Shu FaML 24 9 0 08 Jun 2022
ProxyMix: Proxy-based Mixup Training with Label Refinery for Source-Free Domain Adaptation Yuhe Ding Lijun Sheng Jian Liang A. Zheng Ran He 52 47 0 29 May 2022
Divide to Adapt: Mitigating Confirmation Bias for Domain Adaptation of Black-Box Predictors Jianfei Yang Xiangyu Peng Kaidi Wang Zheng Hua Zhu Jiashi Feng Lihua Xie Yang You 37 27 0 28 May 2022
Learn2Weight: Parameter Adaptation against Similar-domain Adversarial Attacks Siddhartha Datta AAML 41 4 0 15 May 2022
Attracting and Dispersing: A Simple Approach for Source-free Domain Adaptation Shiqi Yang Yaxing Wang Kai Wang Shangling Jui Joost van de Weijer 32 133 0 09 May 2022
Time-Series Domain Adaptation via Sparse Associative Structure Alignment: Learning Invariance and Variance Zijian Li Ruichu Cai Jiawei Chen Yuguang Yan Wei Chen Keli Zhang Junjian Ye CML TTA AI4TS 42 5 0 07 May 2022
Source-Free Domain Adaptation via Distribution Estimation Ning Ding Yixing Xu Yehui Tang Chao Xu Yunhe Wang Dacheng Tao TTA 20 112 0 24 Apr 2022
Calibrating Class Weights with Multi-Modal Information for Partial Video Domain Adaptation Xiyu Wang Yuecong Xu K. Mao Jianfei Yang 26 8 0 13 Apr 2022
On the Equity of Nuclear Norm Maximization in Unsupervised Domain Adaptation Wenju Zhang Xiang Zhang Qing Liao L. Lan Mengzhu Wang Wei Wang Baoyun Peng Zhengming Ding 19 0 0 12 Apr 2022
The Two Dimensions of Worst-case Training and the Integrated Effect for Out-of-domain Generalization Zeyi Huang Haohan Wang Dong Huang Yong Jae Lee Eric P. Xing 23 22 0 09 Apr 2022
Task-specific Inconsistency Alignment for Domain Adaptive Object Detection Liang Zhao Limin Wang 37 75 0 29 Mar 2022
Bures Joint Distribution Alignment with Dynamic Margin for Unsupervised Domain Adaptation Yong-Jin Liu Chuan-Xian Ren Xiao-Lin Xu Ke-Kun Huang OOD 35 2 0 14 Mar 2022
Deep Residual Reinforcement Learning based Autonomous Blimp Control Y. Liu Eric Price Michael J. Black Aamir Ahmad AI4CE 18 11 0 10 Mar 2022
Connecting sufficient conditions for domain adaptation: source-guided uncertainty, relaxed divergences and discrepancy localization Sofien Dhouib S. Maghsudi 50 2 0 09 Mar 2022
Unsupervised Domain Adaptation across FMCW Radar Configurations Using Margin Disparity Discrepancy Rodrigo Hernangómez Igor Bjelakovic Lorenzo Servadei S. Stańczak 38 0 0 09 Mar 2022
Domain-Augmented Domain Adaptation Qiuhao Zeng Tianze Luo Boyu Wang 21 2 0 21 Feb 2022
BP-Triplet Net for Unsupervised Domain Adaptation: A Bayesian Perspective Shanshan Wang Lei Zhang Pichao Wang 46 23 0 19 Feb 2022
Gap Minimization for Knowledge Sharing and Transfer Boyu Wang Jorge Armando Mendez Mendez Changjian Shui Fan Zhou Di Wu Gezheng Xu Christian Gagné Eric Eaton 28 10 0 26 Jan 2022
Transferability in Deep Learning: A Survey Junguang Jiang Yang Shu Jianmin Wang Mingsheng Long OOD 41 101 0 15 Jan 2022
Unsupervised Domain Adaptation for Constraining Star Formation Histories Sankalp Gilda Antoine de Mathelin Sabine Bellstedt Guillaume Richard 45 10 0 28 Dec 2021
Reciprocal Normalization for Domain Adaptation Zhiyong Huang Kekai Sheng Ke Li Jian Liang Taiping Yao Weiming Dong D. Zhou Xing Sun 46 11 0 20 Dec 2021
Pareto Domain Adaptation Fangrui Lv Jian Liang Kaixiong Gong Shuang Li Chi Harold Liu Han Li Di Liu Guoren Wang 15 31 0 08 Dec 2021
Boosting Unsupervised Domain Adaptation with Soft Pseudo-label and Curriculum Learning Shengjia Zhang Tiancheng Lin Yi Tian Xu 35 5 0 03 Dec 2021
Learning to Transfer for Traffic Forecasting via Multi-task Learning Y. Lu AI4TS 40 7 0 27 Nov 2021
Privacy-preserving Federated Adversarial Domain Adaption over Feature Groups for Interpretability Yan Kang Yang Liu Yuezhou Wu Guoqiang Ma Qiang Yang 19 39 0 22 Nov 2021
Towards Optimal Strategies for Training Self-Driving Perception Models in Simulation David Acuna Jonah Philion Sanja Fidler OOD 18 16 0 15 Nov 2021
Probabilistic Contrastive Learning for Domain Adaptation Junjie Li Yixin Zhang Zilei Wang Saihui Hou Keyu Tu Man Zhang 43 14 0 11 Nov 2021
Toward Learning Human-aligned Cross-domain Robust Models by Countering Misaligned Features Haohan Wang Zeyi Huang Hanlin Zhang Yong Jae Lee Eric P. Xing OOD 141 16 0 05 Nov 2021
A Prototype-Oriented Framework for Unsupervised Domain Adaptation Korawat Tanwisuth Xinjie Fan Huangjie Zheng Shujian Zhang A. Leon-Garcia Bo Chen Mingyuan Zhou 64 102 0 22 Oct 2021
Exploiting the Intrinsic Neighborhood Structure for Source-free Domain Adaptation Shiqi Yang Yaxing Wang Joost van de Weijer Luis Herranz Shangling Jui TTA 33 240 0 08 Oct 2021
Decoupled Adaptation for Cross-Domain Object Detection Junguang Jiang Baixu Chen Jianmin Wang Mingsheng Long ObjD 71 64 0 06 Oct 2021
Domain-Specific Bias Filtering for Single Labeled Domain Generalization Junkun Yuan Xu Ma Defang Chen Kun Kuang Fei Wu Lanfen Lin 53 23 0 02 Oct 2021
Autonomous Blimp Control using Deep Reinforcement Learning Y. Liu Eric Price Pascal Goldschmid Michael J. Black Aamir Ahmad AI4CE 32 3 0 22 Sep 2021