Correlation-aware Adversarial Domain Adaptation and Generalization

29 November 2019

Mohammad Mahfujur Rahman

Papers citing "Correlation-aware Adversarial Domain Adaptation and Generalization"

50 / 63 papers shown

Title
Test-time Correlation Alignment Linjing You Jiabao Lu Xiayuan Huang OOD 80 0 0 01 May 2025
DREAM: Domain-agnostic Reverse Engineering Attributes of Black-box Model Rongqing Li Jiaqi Yu Changsheng Li Wenhan Luo Ye Yuan Guoren Wang MLAU 93 0 0 08 Dec 2024
IRASNet: Improved Feature-Level Clutter Reduction for Domain Generalized SAR-ATR Oh-Tae Jang Hae-Kang Song Min-Jun Kim Kyung-Hwan Lee Geon Lee ... Hee-Sub Shin Jae-Woo Ok Min-Young Back Jae-Hyuk Yoon Kyung-Tae Kim 33 1 0 25 Sep 2024
Generalizable Facial Expression Recognition Yuhang Zhang Xiuqi Zheng Chenyi Liang Jiani Hu Weihong Deng VLM 26 2 0 20 Aug 2024
SelfReplay: Adapting Self-Supervised Sensory Models via Adaptive Meta-Task Replay Hyungjun Yoon Jaehyun Kwak Biniyam Aschalew Tolera Gaole Dai Mo Li Taesik Gong Kimin Lee Sung-Ju Lee SSL VLM 47 0 0 29 Mar 2024
Learning Generalizable Models via Disentangling Spurious and Enhancing Potential Correlations Na Wang Lei Qi Jintao Guo Yinghuan Shi Yang Gao OOD 35 4 0 11 Jan 2024
Oracle Character Recognition using Unsupervised Discriminative Consistency Network Mei Wang Weihong Deng Sen Su 33 7 0 11 Dec 2023
MADG: Margin-based Adversarial Learning for Domain Generalization Aveen Dayal B. VimalK. Linga Reddy Cenkeramaddi C. K. Mohan Abhinav Kumar Vineeth N. Balasubramanian OOD AAML 32 64 0 14 Nov 2023
Video Adverse-Weather-Component Suppression Network via Weather Messenger and Adversarial Backpropagation Yijun Yang Angelica I. Aviles-Rivero Huazhu Fu Ye Liu Weiming Wang Lei Zhu ViT 27 14 0 24 Sep 2023
Towards Artificial General Intelligence (AGI) in the Internet of Things (IoT): Opportunities and Challenges Fei Dou Jin Ye Geng Yuan Qin Lu Wei Niu ... Hongyue Sun Yunli Shao Changying Li Tianming Liu Wenzhan Song AI4CE 37 29 0 14 Sep 2023
Exploring Flat Minima for Domain Generalization with Large Learning Rates Jian Zhang Lei Qi Yinghuan Shi Yang Gao 41 2 0 12 Sep 2023
FedCiR: Client-Invariant Representation Learning for Federated Non-IID Features Zijian Li Zehong Lin Jiawei Shao Yuyi Mao Jun Zhang OOD 36 10 0 30 Aug 2023
Diffusion Models for Image Restoration and Enhancement -- A Comprehensive Survey Xin Li Yulin Ren Xin Jin Cuiling Lan Xingyu Wang Wenjun Zeng Xinchao Wang Zhibo Chen 43 86 0 18 Aug 2023
DREAM: Domain-free Reverse Engineering Attributes of Black-box Model Rongqing Li Jiaqi Yu Changsheng Li Wenhan Luo Ye Yuan Guoren Wang MLAU 31 0 0 20 Jul 2023
Intra- & Extra-Source Exemplar-Based Style Synthesis for Improved Domain Generalization Yumeng Li Dan Zhang M. Keuper Anna Khoreva 51 10 0 02 Jul 2023
Generalizable Metric Network for Cross-domain Person Re-identification Lei Qi Ziang Liu Yinghuan Shi Xin Geng OOD 23 3 0 21 Jun 2023
Pulling Target to Source: A New Perspective on Domain Adaptive Semantic Segmentation Haochen Wang Yujun Shen Jingjing Fei Wei Li Liwei Wu Yuxi Wang Zhaoxiang Zhang OOD 51 7 0 23 May 2023
Rethinking Domain Generalization for Face Anti-spoofing: Separability and Alignment Yiyou Sun Yaojie Liu Xiaoming Liu Yixuan Li Wen-Sheng Chu OOD CVBM 49 59 0 23 Mar 2023
Unsupervised Domain Adaptation via Distilled Discriminative Clustering Hui Tang Yaowei Wang Kui Jia OOD 28 43 0 23 Feb 2023
Semantic Image Segmentation: Two Decades of Research G. Csurka Riccardo Volpi Boris Chidlovskii 3DV 37 50 0 13 Feb 2023
Adversarial and Random Transformations for Robust Domain Adaptation and Generalization Liang Xiao Jiaolong Xu Dawei Zhao Erke Shang Qi Zhu Bin Dai OOD 31 6 0 13 Nov 2022
On the Domain Adaptation and Generalization of Pretrained Language Models: A Survey Xu Guo Han Yu LM&MA VLM 34 29 0 06 Nov 2022
Attention Diversification for Domain Generalization Rang Meng Xianfeng Li Weijie Chen Shicai Yang Mingli Song Xinchao Wang Lei Zhang Mingli Song Di Xie Shiliang Pu 26 39 0 09 Oct 2022
Single-source Domain Expansion Network for Cross-Scene Hyperspectral Image Classification Yuxiang Zhang Wei Li Weidong Sun Ran Tao Qian Du 25 189 0 04 Sep 2022
Back-to-Bones: Rediscovering the Role of Backbones in Domain Generalization Simone Angarano Mauro Martini Francesco Salvetti Vittorio Mazzia Marcello Chiaberge OOD 39 12 0 02 Sep 2022
MultiMatch: Multi-task Learning for Semi-supervised Domain Generalization Lei Qi Hongpeng Yang Yinghuan Shi Xin Geng 30 13 0 11 Aug 2022
Domain-invariant Feature Exploration for Domain Generalization Wang Lu Jindong Wang Haoliang Li Yiqiang Chen Xing Xie OOD 35 70 0 25 Jul 2022
Improving Test-Time Adaptation via Shift-agnostic Weight Regularization and Nearest Source Prototypes Sungha Choi Seunghan Yang Seokeon Choi Sungrack Yun TTA OOD 30 64 0 24 Jul 2022
Generalizing to Unseen Domains with Wasserstein Distributional Robustness under Limited Source Knowledge Junchang Wang Liyan Xie Yao Xie Shao-Lun Huang Yang Li OOD 28 0 0 11 Jul 2022
Semantic-Discriminative Mixup for Generalizable Sensor-based Cross-domain Activity Recognition Wang Lu Jindong Wang Yiqiang Chen Sinno Jialin Pan Chunyu Hu Xin Qin 27 44 0 14 Jun 2022
Cycle Label-Consistent Networks for Unsupervised Domain Adaptation Mei Wang Weihong Deng 17 7 0 27 May 2022
Domain Invariant Masked Autoencoders for Self-supervised Learning from Multi-domains Haiyang Yang Meilin Chen Yizhou Wang Shixiang Tang Feng Zhu Lei Bai Rui Zhao Wanli Ouyang 32 16 0 10 May 2022
Multiple-environment Self-adaptive Network for Aerial-view Geo-localization T. Wang Zhedong Zheng Yaoqi Sun C. Yan Yi Yang Tat-Seng Chua 21 43 0 18 Apr 2022
Label Distribution Learning for Generalizable Multi-source Person Re-identification Lei Qi Jiayi Shen Jiaqi Liu Yinghuan Shi Xin Geng OOD 33 10 0 12 Apr 2022
Semantic-Aware Domain Generalized Segmentation Duo Peng Yinjie Lei Munawar Hayat Yulan Guo Wen Li 20 102 0 02 Apr 2022
Continuous Human Action Recognition for Human-Machine Interaction: A Review Harshala Gammulle David Ahmedt-Aristizabal Simon Denman Lachlan Tychsen-Smith L. Petersson Clinton Fookes 43 25 0 26 Feb 2022
MVDG: A Unified Multi-view Framework for Domain Generalization Jian Zhang Lei Qi Yinghuan Shi Yang Gao 24 29 0 23 Dec 2021
Automated Domain Discovery from Multiple Sources to Improve Zero-Shot Generalization Kowshik Thopalli Sameeksha Katoch Pavan Turaga Jayaraman J. Thiagarajan OOD 26 0 0 17 Dec 2021
Unsupervised Domain Adaptation for Semantic Image Segmentation: a Comprehensive Survey G. Csurka Riccardo Volpi Boris Chidlovskii OOD VLM 3DV 70 40 0 06 Dec 2021
Semi-Supervised Domain Generalization with Evolving Intermediate Domain Luojun Lin Han Xie Zhishu Sun Weijie Chen Wenxi Liu Yuanlong Yu Lei Zhang 21 10 0 19 Nov 2021
Discovery of New Multi-Level Features for Domain Generalization via Knowledge Corruption A. Frikha Denis Krompass Volker Tresp OOD 35 1 0 09 Sep 2021
Conditional Extreme Value Theory for Open Set Video Domain Adaptation Zhuoxiao Chen Yadan Luo Mahsa Baktash 29 10 0 01 Sep 2021
Towards Out-Of-Distribution Generalization: A Survey Jiashuo Liu Zheyan Shen Yue He Xingxuan Zhang Renzhe Xu Han Yu Peng Cui CML OOD 69 519 0 31 Aug 2021
Discriminative Domain-Invariant Adversarial Network for Deep Domain Generalization Mohammad Mahfujur Rahman Clinton Fookes Sridha Sridharan OOD 20 3 0 20 Aug 2021
Exploring Dropout Discriminator for Domain Adaptation V. Kurmi Venkatesh Subramanian Vinay P. Namboodiri OOD 25 6 0 09 Jul 2021
DebiasedDTA: A Framework for Improving the Generalizability of Drug-Target Affinity Prediction Models Riza Ozccelik Alperen Baug Berk Atil Melih Barsbey Arzucan Özgür Elif Özkirimli AI4CE 14 0 0 04 Jul 2021
Domain Consistency Regularization for Unsupervised Multi-source Domain Adaptive Classification Zhipeng Luo Xiaobing Zhang Shijian Lu Shuai Yi 28 21 0 16 Jun 2021
Non-Transferable Learning: A New Approach for Model Ownership Verification and Applicability Authorization Lixu Wang Shichao Xu Ruiqi Xu Tianlin Li Qi Zhu AAML 19 45 0 13 Jun 2021
Feature-based Style Randomization for Domain Generalization Yue Wang Lei Qi Yinghuan Shi Yang Gao OOD 19 49 0 06 Jun 2021
Adaptive Domain-Specific Normalization for Generalizable Person Re-Identification Jiawei Liu Zhipeng Huang Kecheng Zheng Dong Liu Xiaoyan Sun Zhengjun Zha OOD 58 0 0 07 May 2021