Deep Domain Confusion: Maximizing for Domain Invariance

10 December 2014

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

50 / 959 papers shown

Title
OpenGDA: Graph Domain Adaptation Benchmark for Cross-network Learning Boshen Shi Yongqing Wang Fangda Guo Jiangli Shao Huawei Shen Xueqi Cheng OOD AI4CE 58 6 0 21 Jul 2023
Source-Free Domain Adaptation with Temporal Imputation for Time Series Data Mohamed Ragab Emadeldeen Eldele Min-man Wu Chuan-Sheng Foo Xiaoli Li Zhenghua Chen TTA AI4TS 91 19 0 14 Jul 2023
A Comprehensive Survey of Deep Transfer Learning for Anomaly Detection in Industrial Time Series: Methods, Applications, and Directions Peng Yan Ahmed Abdulkadir Paul-Philipp Luley Matthias Rosenthal Gerrit A. Schatte Benjamin Grewe Thilo Stadelmann AI4TS 94 67 0 11 Jul 2023
Advances and Challenges in Meta-Learning: A Technical Review Anna Vettoruzzo Mohamed-Rafik Bouguelia Joaquin Vanschoren Thorsteinn Rögnvaldsson K. Santosh OffRL 96 80 0 10 Jul 2023
Distilling Universal and Joint Knowledge for Cross-Domain Model Compression on Time Series Data Qing Xu Min-man Wu Xiaoli Li K. Mao Zhenghua Chen 55 5 0 07 Jul 2023
Improving the Transferability of Time Series Forecasting with Decomposition Adaptation Yan-hong Gao Yan Wang Qiang Wang AI4TS 63 0 0 30 Jun 2023
Transfer: Cross Modality Knowledge Transfer using Adversarial Networks -- A Study on Gesture Recognition Payal Kamboj Ayan Banerjee Sandeep K. S. Gupta 54 1 0 26 Jun 2023
Confidence-Based Model Selection: When to Take Shortcuts for Subpopulation Shifts Annie S. Chen Yoonho Lee Amrith Rajagopal Setlur Sergey Levine Chelsea Finn OOD 106 5 0 19 Jun 2023
Dual Adaptive Representation Alignment for Cross-domain Few-shot Learning Yifan Zhao Tong Zhang Jia Li Yonghong Tian 88 21 0 18 Jun 2023
Iterative self-transfer learning: A general methodology for response time-history prediction based on small dataset Yongjia Xu Xinzheng Lu Yifan Fei Yuli Huang AI4TS AI4CE 45 15 0 14 Jun 2023
Taxonomy-Structured Domain Adaptation Tianyi Liu Zihao Xu Hao He Guang-Yuan Hao Guang-He Lee Hao Wang TTA OOD 141 8 0 13 Jun 2023
FACT: Federated Adversarial Cross Training Stefan Schrod Jonas Lippl Andreas Schäfer Michael Altenbuchinger FedML HILM 65 3 0 01 Jun 2023
HyperTime: Hyperparameter Optimization for Combating Temporal Distribution Shifts Shaokun Zhang Yiran Wu Zhonghua Zheng Qingyun Wu Chi Wang OOD 95 8 0 28 May 2023
A Comprehensive Overview and Comparative Analysis on Deep Learning Models: CNN, RNN, LSTM, GRU Farhad Shiri Thinagaran Perumal N. Mustapha Raihani Mohamed AILaw SyDa ELM AI4TS 135 159 0 27 May 2023
Few-shot Adaptation to Distribution Shifts By Mixing Source and Target Embeddings Yihao Xue Ali Payani Yu Yang Baharan Mirzasoleiman VLM 109 4 0 23 May 2023
Adaptive Face Recognition Using Adversarial Information Network Mei Wang Weihong Deng OOD CVBM 65 5 0 23 May 2023
Single Domain Dynamic Generalization for Iris Presentation Attack Detection Yachun Li Jingjing Wang Yuhui Chen Di Xiey Shiliang Pu 94 4 0 22 May 2023
Imbalance-Agnostic Source-Free Domain Adaptation via Avatar Prototype Alignment Hongbin Lin Mingkui Tan Yifan Zhang Zhen Qiu Shuaicheng Niu Dong Liu Qing Du Yanxia Liu 103 0 0 22 May 2023
DADIN: Domain Adversarial Deep Interest Network for Cross Domain Recommender Systems Menglin Kong Muzhou Hou Shaojie Zhao Feng Liu Ri-Qi Su Ying-Hsiu Chen 50 6 0 20 May 2023
A Survey on Time-Series Pre-Trained Models Qianli Ma Ziqiang Liu Zhenjing Zheng Ziyang Huang Siying Zhu Zhongzhong Yu James T. Kwok AI4TS 103 56 0 18 May 2023
Supervised Domain Adaptation for Recognizing Retinal Diseases from Wide-Field Fundus Images Qijie Wei Jingyuan Yang Bo Wang Jinrui Wang Jianchun Zhao ... Niranchana Manivannan Youxin Chen Dayong Ding Jing Zhou Xirong Li 45 3 0 14 May 2023
Inclusive FinTech Lending via Contrastive Learning and Domain Adaptation Xiyang Hu Yan-ping Huang Beibei Li Tian Lu FaML 59 1 0 10 May 2023
Mining bias-target Alignment from Voronoi Cells Rémi Nahon Van-Tam Nguyen Enzo Tartaglione 82 5 0 05 May 2023
POUF: Prompt-oriented unsupervised fine-tuning for large pre-trained models Korawat Tanwisuth Shujian Zhang Huangjie Zheng Pengcheng He Mingyuan Zhou VLM VPVLM 192 28 0 29 Apr 2023
Benchmarking Low-Shot Robustness to Natural Distribution Shifts Aaditya K. Singh Kartik Sarangmath Prithvijit Chattopadhyay Judy Hoffman OOD 92 1 0 21 Apr 2023
Noisy Universal Domain Adaptation via Divergence Optimization for Visual Recognition Qing Yu Atsushi Hashimoto Yoshitaka Ushiku NoLa 61 1 0 20 Apr 2023
Context-aware Domain Adaptation for Time Series Anomaly Detection Kwei-Herng Lai Lan Wang Huiyuan Chen Kaixiong Zhou Fei Wang Hao Yang Helen Zhou TTA AI4TS 106 8 0 15 Apr 2023
MS-MT: Multi-Scale Mean Teacher with Contrastive Unpaired Translation for Cross-Modality Vestibular Schwannoma and Cochlea Segmentation Ziyuan Zhao Kaixin Xu Huai Zhe Yeo Xulei Yang Cuntai Guan 91 6 0 28 Mar 2023
EEGMatch: Learning with Incomplete Labels for Semi-Supervised EEG-based Cross-Subject Emotion Recognition Rushuang Zhou Weishan Ye Zhiguo Zhang Yanyang Luo Li Zhang Linling Li G. Huang Yining Dong Yuan Zhang Zhen Liang 78 9 0 27 Mar 2023
On the Importance of Feature Separability in Predicting Out-Of-Distribution Error Renchunzi Xie Jianguo Huang Lei Feng Yuzhou Cao Bo An OODD OOD 65 11 0 27 Mar 2023
A Bag-of-Prototypes Representation for Dataset-Level Applications Wei-Chih Tu Weijian Deng Tom Gedeon Liang Zheng 91 11 0 23 Mar 2023
Feature Alignment and Uniformity for Test Time Adaptation Shuai Wang Daoan Zhang Zipei Yan Jiang Zhang Ruizhen Li TTA OOD 94 47 0 20 Mar 2023
Revisiting Realistic Test-Time Training: Sequential Inference and Adaptation by Anchored Clustering Regularized Self-Training Yongyi Su Xun Xu Tianrui Li Kui Jia OOD TTA 76 17 0 20 Mar 2023
Sensitivity-Aware Visual Parameter-Efficient Fine-Tuning Haoyu He Jianfei Cai Jing Zhang Dacheng Tao Bohan Zhuang VPVLM 93 58 0 15 Mar 2023
Visual Contact Pressure Estimation for Grippers in the Wild Jeremy Collins C. Houff Patrick Grady Charles C. Kemp 94 3 0 13 Mar 2023
Domain Generalization in Machine Learning Models for Wireless Communications: Concepts, State-of-the-Art, and Open Issues Mohamed Akrout Amal Feriani F. Bellili A. Mezghani Ekram Hossain OOD AI4CE 103 28 0 13 Mar 2023
Generative Model Based Noise Robust Training for Unsupervised Domain Adaptation Zhongying Deng Da Li Junjun He Yi-Zhe Song Tao Xiang 68 0 0 10 Mar 2023
Imbalanced Open Set Domain Adaptation via Moving-threshold Estimation and Gradual Alignment Jinghan Ru Jun Tian Zhekai Du Chengwei Xiao Jingjing Li Jikang Cheng 121 14 0 08 Mar 2023
Guiding Pseudo-labels with Uncertainty Estimation for Source-free Unsupervised Domain Adaptation Mattia Litrico Alessio Del Bue Pietro Morerio UQCV 124 64 0 07 Mar 2023
What Is Missing in IRM Training and Evaluation? Challenges and Solutions Yihua Zhang Pranay Sharma Parikshit Ram Min-Fong Hong Kush R. Varshney Sijia Liu 84 13 0 04 Mar 2023
Visualizing Transferred Knowledge: An Interpretive Model of Unsupervised Domain Adaptation Wenxi Xiao Zhengming Ding Hongfu Liu FAtt 50 2 0 04 Mar 2023
In Search for a Generalizable Method for Source Free Domain Adaptation Malik Boudiaf Tom Denton B. V. Merrienboer Vincent Dumoulin Eleni Triantafillou TTA 93 19 0 13 Feb 2023
AIDA: Legal Judgment Predictions for Non-Professional Fact Descriptions via Partial-and-Imbalanced Domain Adaptation Guangyi Xiao Xinlong Liu Hao Chen J. Guo Zhiguo Gong 107 0 0 12 Feb 2023
Cross-center Early Sepsis Recognition by Medical Knowledge Guided Collaborative Learning for Data-scarce Hospitals Ruiqing Ding Fang-Ning Rong Xiao Han Leye Wang 70 5 0 11 Feb 2023
Project and Probe: Sample-Efficient Domain Adaptation by Interpolating Orthogonal Features Annie S. Chen Yoonho Lee Amrith Rajagopal Setlur Sergey Levine Chelsea Finn VLM 97 11 0 10 Feb 2023
A Prototype-Oriented Clustering for Domain Shift with Source Privacy Korawat Tanwisuth Shujian Zhang Pengcheng He Mingyuan Zhou 77 3 0 08 Feb 2023
Improving Domain Generalization with Domain Relations Huaxiu Yao Xinyu Yang Xinyi Pan Shengchao Liu Pang Wei Koh Chelsea Finn OOD AI4CE 114 10 0 06 Feb 2023
Domain-Indexing Variational Bayes: Interpretable Domain Index for Domain Adaptation Zihao Xu Guang-Yuan Hao Hao He Hao Wang 145 19 0 06 Feb 2023
Aggregation of Disentanglement: Reconsidering Domain Variations in Domain Generalization Daoan Zhang Mingkai Chen Chenming Li Lingyun Huang Jianguo Zhang OOD 109 10 0 05 Feb 2023
Domain Adaptation via Rebalanced Sub-domain Alignment Yi-Ling Liu Juncheng Dong Ziyang Jiang Ahmed Aloui Keyu Li Hunter Klein Vahid Tarokh David Carlson 81 2 0 03 Feb 2023