Deep Domain Confusion: Maximizing for Domain Invariance

10 December 2014

Papers citing "Deep Domain Confusion: Maximizing for Domain Invariance"

50 / 959 papers shown

Title
Subject-Based Domain Adaptation for Facial Expression Recognition Muhammad Osama Zeeshan Haseeb Aslam Soufiane Belharbi A. L. Koerich M. Pedersoli Simon L Bacon Eric Granger 105 4 0 09 Dec 2023
Cross Domain Generative Augmentation: Domain Generalization with Latent Diffusion Models S. Hemati Mahdi Beitollahi A. Estiri Bassel Al Omari Xi Chen Guojun Zhang 69 7 0 08 Dec 2023
A Unified Framework for Unsupervised Domain Adaptation based on Instance Weighting Jinjing Zhu Feiyang Ye Qiao Xiao Pengxin Guo Yu Zhang Qiang Yang 86 2 0 08 Dec 2023
Unknown Sample Discovery for Source Free Open Set Domain Adaptation C. S. Jahan Andreas E. Savakis TTA 89 3 0 05 Dec 2023
TransCORALNet: A Two-Stream Transformer CORAL Networks for Supply Chain Credit Assessment Cold Start Jie Shi A. Siebes S. Mehrkanoon 89 0 0 30 Nov 2023
Sketch Input Method Editor: A Comprehensive Dataset and Methodology for Systematic Input Recognition Guangming Zhu Siyuan Wang Qing Cheng Kelong Wu Hao Li Liang Zhang 102 2 0 30 Nov 2023
Exo2EgoDVC: Dense Video Captioning of Egocentric Procedural Activities Using Web Instructional Videos Takehiko Ohkawa Takuma Yagi Taichi Nishimura Ryosuke Furuta Atsushi Hashimoto Yoshitaka Ushiku Yoichi Sato EgoV 86 10 0 28 Nov 2023
Improving Source-Free Target Adaptation with Vision Transformers Leveraging Domain Representation Images Gauransh Sawhney Daksh Dave Adeel Ahmed Jiechao Gao Khalid Saleem 107 0 0 21 Nov 2023
SEA++: Multi-Graph-based High-Order Sensor Alignment for Multivariate Time-Series Unsupervised Domain Adaptation Yucheng Wang Yuecong Xu Jianfei Yang Min-man Wu Xiaoli Li Lihua Xie Zhenghua Chen AI4TS 125 0 0 17 Nov 2023
Interpretable Modeling of Single-cell perturbation Responses to Novel Drugs Using Cycle Consistence Learning Wei Huang Aichun Zhu Hui Liu 58 0 0 17 Nov 2023
Cross-domain feature disentanglement for interpretable modeling of tumor microenvironment impact on drug response Jia Zhai Hui Liu 47 0 0 15 Nov 2023
Robust and Communication-Efficient Federated Domain Adaptation via Random Features Zhanbo Feng Yuanjie Wang Jie Li Fan Yang Jiong Lou Tiebin Mi Robert C. Qiu Zhenyu Liao 64 3 0 08 Nov 2023
SimMMDG: A Simple and Effective Framework for Multi-modal Domain Generalization Hao Dong Ismail Nejjar Han Sun Eleni Chatzi Olga Fink 103 25 0 30 Oct 2023
Deep Feature Registration for Unsupervised Domain Adaptation Youshan Zhang Brian D. Davison 72 0 0 24 Oct 2023
Unsupervised Sim-to-Real Adaptation of Soft Robot Proprioception using a Dual Cross-modal Autoencoder Chaeree Park Hyunkyu Park Jung Kim 56 0 0 21 Oct 2023
A Unified Approach to Domain Incremental Learning with Memory: Theory and Algorithm Haizhou Shi Hao Wang CLL 107 26 0 18 Oct 2023
Learning Transferable Conceptual Prototypes for Interpretable Unsupervised Domain Adaptation Junyu Gao Xinhong Ma Changsheng Xu 125 5 0 12 Oct 2023
Subspace Identification for Multi-Source Domain Adaptation Zijian Li Ruichu Cai Guan-Hong Chen Boyang Sun Zijian Li Kun Zhang 97 35 0 07 Oct 2023
Transcending Domains through Text-to-Image Diffusion: A Source-Free Approach to Domain Adaptation Shivang Chopra Suraj Kothawade Houda Aynaou Aman Chadha DiffM 69 0 0 02 Oct 2023
AdaPose: Towards Cross-Site Device-Free Human Pose Estimation with Commodity WiFi Yunxiang Li Jianfei Yang He Huang Jing Wang 64 6 0 29 Sep 2023
Towards Real-World Test-Time Adaptation: Tri-Net Self-Training with Balanced Normalization Yongyi Su Xun Xu Kui Jia TTA 170 26 0 26 Sep 2023
Learning Invariant Representations with a Nonparametric Nadaraya-Watson Head Alan Q. Wang Minh Nguyen M. Sabuncu CML OOD 94 1 0 23 Sep 2023
Make the U in UDA Matter: Invariant Consistency Learning for Unsupervised Domain Adaptation Zhongqi Yue Hanwang Zhang Qianru Sun OOD 95 18 0 22 Sep 2023
Dr. FERMI: A Stochastic Distributionally Robust Fair Empirical Risk Minimization Framework Sina Baharlouei Meisam Razaviyayn FaML OOD 87 0 0 20 Sep 2023
Decoupled Training: Return of Frustratingly Easy Multi-Domain Learning Ximei Wang Junwei Pan Xingzhuo Guo Dapeng Liu Jie Jiang OOD 72 3 0 19 Sep 2023
Strong-Weak Integrated Semi-supervision for Unsupervised Single and Multi Target Domain Adaptation Xiaohu Lu H. Radha 84 0 0 12 Sep 2023
Better Practices for Domain Adaptation Linus Ericsson Da Li Timothy M. Hospedales AI4CE TTA 57 4 0 07 Sep 2023
A Robust Negative Learning Approach to Partial Domain Adaptation Using Source Prototypes Sandipan Choudhuri Suli C. Adeniye Arunabha Sen 75 0 0 07 Sep 2023
Trust your Good Friends: Source-free Domain Adaptation by Reciprocal Neighborhood Clustering Shiqi Yang Yaxing Wang Joost van de Weijer Luis Herranz Shangling Jui Jian Yang TTA 94 13 0 01 Sep 2023
RePo: Resilient Model-Based Reinforcement Learning by Regularizing Posterior Predictability Chuning Zhu Max Simchowitz Siri Gadipudi Abhishek Gupta 114 14 0 31 Aug 2023
Local-Global Pseudo-label Correction for Source-free Domain Adaptive Medical Image Segmentation Yanyu Ye Zheng Zhang Chunna Tianb Wei Wei 86 4 0 28 Aug 2023
Prompt to Transfer: Sim-to-Real Transfer for Traffic Signal Control with Prompt Learning Longchao Da Mingchen Gao Hao Mei Hua Wei LLMAG 134 30 0 28 Aug 2023
Trustworthy Representation Learning Across Domains Ronghang Zhu Dongliang Guo Daiqing Qi Zhixuan Chu Xiang Yu Sheng Li FaML AI4TS 109 2 0 23 Aug 2023
Understanding Hessian Alignment for Domain Generalization S. Hemati Guojun Zhang A. Estiri Xi Chen 86 14 0 22 Aug 2023
Knowledge-inspired Subdomain Adaptation for Cross-Domain Knowledge Transfer Liyue Chen Linian Wang Jinyu Xu Shuai Chen Weiqiang Wang Wenbiao Zhao Qiyu Li Leye Wang 59 7 0 17 Aug 2023
Semi-Supervised Dual-Stream Self-Attentive Adversarial Graph Contrastive Learning for Cross-Subject EEG-based Emotion Recognition Weishan Ye Zhiguo Zhang Min Zhang Fei Teng Li Zhang Linling Li G. Huang Jianhong Wang Dong Ni Zhen Liang 82 8 0 13 Aug 2023
ALFA -- Leveraging All Levels of Feature Abstraction for Enhancing the Generalization of Histopathology Image Classification Across Unseen Hospitals Milad Sikaroudi Seyedeh Maryam Hosseini Shahryar Rahnamayan H. R. Tizhoosh OOD 49 0 0 07 Aug 2023
Source-free Domain Adaptive Human Pose Estimation Qucheng Peng Ce Zheng Chong Chen 3DH TTA 83 23 0 06 Aug 2023
Adapting Machine Learning Diagnostic Models to New Populations Using a Small Amount of Data: Results from Clinical Neuroscience Rongguang Wang G. Erus Pratik Chaudhari Christos Davatzikos OOD 87 4 0 06 Aug 2023
Causal Disentanglement Hidden Markov Model for Fault Diagnosis Rihao Chang Yongtao Ma Weizhi Nie Jie Nie Anan Liu CML 55 1 0 06 Aug 2023
DaMSTF: Domain Adversarial Learning Enhanced Meta Self-Training for Domain Adaptation Menglong Lu Zhen Huang Yunxiang Zhao Zhiliang Tian Yang Liu Dongsheng Li 71 6 0 05 Aug 2023
Frustratingly Easy Model Generalization by Dummy Risk Minimization Juncheng Wang Jindong Wang Xixu Hu Shujun Wang Xingxu Xie 64 2 0 04 Aug 2023
Curriculum Guided Domain Adaptation in the Dark C. S. Jahan Andreas E. Savakis 97 3 0 02 Aug 2023
Continual Domain Adaptation on Aerial Images under Gradually Degrading Weather C. S. Jahan Andreas E. Savakis 71 1 0 02 Aug 2023
Cross-Dataset Adaptation for Instrument Classification in Cataract Surgery Videos Jay N. Paranjape S. Sikder Vishal M. Patel S. Vedula 67 2 0 31 Jul 2023
UDAMA: Unsupervised Domain Adaptation through Multi-discriminator Adversarial Training with Noisy Labels Improves Cardio-fitness Prediction Yu Wu Dimitris Spathis Hong Jia I. Perez-Pozuelo Tomas I. Gonzales S. Brage N. Wareham Cecilia Mascolo 49 4 0 31 Jul 2023
Dynamic Domain Discrepancy Adjustment for Active Multi-Domain Adaptation Long-Yu Liu Bo Zhou Zhipeng Zhao Zening Liu 77 0 0 26 Jul 2023
Cross Contrasting Feature Perturbation for Domain Generalization Chenming Li Daoan Zhang Wen-Fong Huang Jiang Zhang OOD 72 17 0 24 Jul 2023
Uncertainty-aware Grounded Action Transformation towards Sim-to-Real Transfer for Traffic Signal Control Longchao Da Hao Mei Romir Sharma Hua Wei 108 3 0 23 Jul 2023
ParGANDA: Making Synthetic Pedestrians A Reality For Object Detection D. Reshetova Guanhang Wu Marcel Puyat Chunhui Gu Huizhong Chen ViT 78 0 0 21 Jul 2023