Deep Domain Confusion: Maximizing for Domain Invariance

10 December 2014

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

50 / 959 papers shown

Title
Learning to Discover Knowledge: A Weakly-Supervised Partial Domain Adaptation Approach Mengcheng Lan Min Meng Jun-chen Yu Jigang Wu CLL 126 1 0 20 Jun 2024
Towards Domain Adaptive Neural Contextual Bandits Ziyan Wang Hao Wang Hao Wang 224 0 0 13 Jun 2024
Evidentially Calibrated Source-Free Time-Series Domain Adaptation with Temporal Imputation Mohamed Ragab Peiliang Gong Emadeldeen Eldele Wenyu Zhang Min-man Wu Chuan-Sheng Foo Daoqiang Zhang Xiaoli Li Zhenghua Chen TTA AI4TS 134 3 0 04 Jun 2024
Generalized Semi-Supervised Learning via Self-Supervised Feature Adaptation Jiachen Liang Ruibing Hou Hong Chang Bingpeng Ma Shiguang Shan Xilin Chen 101 4 0 31 May 2024
Domain adaptation in small-scale and heterogeneous biological datasets Seyedmehdi Orouji Martin C. Liu T. Korem Megan A. K. Peters 90 9 0 29 May 2024
Gradually Vanishing Gap in Prototypical Network for Unsupervised Domain Adaptation Shanshan Wang Hao Zhou Xun Yang Zhenwei He Meng Wang Xingyi Zhang Meng Wang 106 0 0 28 May 2024
Incremental Pseudo-Labeling for Black-Box Unsupervised Domain Adaptation Yawen Zou Chunzhi Gu Junzhou Yu Shangce Gao Chao Zhang 101 1 0 26 May 2024
SuDA: Support-based Domain Adaptation for Sim2Real Motion Capture with Flexible Sensors Jiawei Fang Haishan Song Chengxu Zuo Xiaoxia Gao Xiaowei Chen Shihui Guo Yipeng Qin 75 0 0 25 May 2024
Overcoming Negative Transfer by Online Selection: Distant Domain Adaptation for Fault Diagnosis Ziteng Wang Mohamed Ragab Wenmian Yang Min-man Wu Sinno Jialin Pan Jie Zhang Zhenghua Chen 88 0 0 25 May 2024
Natural Language Can Help Bridge the Sim2Real Gap Albert Yu Adeline Foote Raymond J. Mooney Roberto Martín-Martín LM&Ro 138 13 0 16 May 2024
AD-Aligning: Emulating Human-like Generalization for Cognitive Domain Adaptation in Deep Learning Zhuoying Li Bohua Wan Cong Mu Ruzhang Zhao Shushan Qiu Chao Yan 116 15 0 15 May 2024
A Stealthy Wrongdoer: Feature-Oriented Reconstruction Attack against Split Learning Xiaoyang Xu Mengda Yang Wenzhe Yi Ziang Li Juan Wang Hongxin Hu Yong Zhuang Yaxin Liu AAML 72 4 0 07 May 2024
Adversarial Reweighting with $α$ -Power Maximization for Domain Adaptation Xiang Gu Xi Yu Yan Yang Jian Sun Zongben Xu 125 3 0 26 Apr 2024
M3D: Manifold-based Domain Adaptation with Dynamic Distribution for Non-Deep Transfer Learning in Cross-subject and Cross-session EEG-based Emotion Recognition Ting Luo Jing Zhang Yingwei Qiu Li Zhang Yaohua Hu Zhuliang Yu Zhen Liang 168 0 0 24 Apr 2024
Generalizable Face Landmarking Guided by Conditional Face Warping Jiayi Liang Haotian Liu Hongteng Xu Dixin Luo CVBM 92 0 0 18 Apr 2024
DACAD: Domain Adaptation Contrastive Learning for Anomaly Detection in Multivariate Time Series Zahra Zamanzadeh Darban Yiyuan Yang Geoffrey I. Webb Charu C. Aggarwal Qingsong Wen Xiaojun Jia Mahsa Salehi 132 1 0 17 Apr 2024
BDAN: Mitigating Temporal Difference Across Electrodes in Cross-Subject Motor Imagery Classification via Generative Bridging Domain Zhige Chen Rui Yang Mengjie Huang Chengxuan Qin Zidong Wang 68 1 0 16 Apr 2024
FPL+: Filtered Pseudo Label-based Unsupervised Cross-Modality Adaptation for 3D Medical Image Segmentation Jianghao Wu Dong Guo Guotai Wang Qian Yue H. Yu Kang Li Shaoting Zhang OOD 86 6 0 07 Apr 2024
Mixup Domain Adaptations for Dynamic Remaining Useful Life Predictions Muhammad Furqon Mahardhika Pratama Lin Liu Habibullah Habibullah K. Doğançay AI4CE 146 9 0 07 Apr 2024
SENSOR: Imitate Third-Person Expert's Behaviors via Active Sensoring Kaichen Huang Minghao Shao Shenghua Wan Hai-Hang Sun Shuai Feng Le Gan De-Chuan Zhan 84 0 0 04 Apr 2024
Domain Generalization through Meta-Learning: A Survey Arsham Gholamzadeh Khoee Yinan Yu R. Feldt AI4CE OOD 93 16 0 03 Apr 2024
Augmented Reality based Simulated Data (ARSim) with multi-view consistency for AV perception networks Aqeel Anwar Tae Eun Choe Zian Wang Sanja Fidler Minwoo Park 88 0 0 22 Mar 2024
Transfer Learning for Cross-dataset Isolated Sign Language Recognition in Under-Resourced Datasets A. Kındıroglu Ozgur Kara Ogulcan Özdemir L. Akarun SLR 85 5 0 21 Mar 2024
When Cars meet Drones: Hyperbolic Federated Learning for Source-Free Domain Adaptation in Adverse Weather Giulia Rizzoli Matteo Caligiuri Donald Shenaj F. Barbato Pietro Zanuttigh 105 1 0 20 Mar 2024
Confusing Pair Correction Based on Category Prototype for Domain Adaptation under Noisy Environments Churan Zhi Junbao Zhuo Shuhui Wang 54 3 0 19 Mar 2024
Domain Adaptation Using Pseudo Labels for COVID-19 Detection Runtian Yuan Qingqiu Li Junlin Hou Jilan Xu Yuejie Zhang Rui Feng Hao Chen OOD 44 2 0 18 Mar 2024
A Decade's Battle on Dataset Bias: Are We There Yet? Zhuang Liu Kaiming He 105 37 0 13 Mar 2024
From Canteen Food to Daily Meals: Generalizing Food Recognition to More Practical Scenarios Guoshan Liu Yang Jiao Jingjing Chen Bin Zhu Yueping Jiang 70 6 0 12 Mar 2024
Agile Multi-Source-Free Domain Adaptation Xinyao Li Jingjing Li Fengling Li Lei Zhu Ke Lu 94 10 0 08 Mar 2024
Domain-Agnostic Mutual Prompting for Unsupervised Domain Adaptation Zhekai Du Xinyao Li Fengling Li Ke Lu Lei Zhu Jingjing Li 94 18 0 05 Mar 2024
Overcoming Saturation in Density Ratio Estimation by Iterated Regularization Lukas Gruber Markus Holzleitner Johannes Lehner Sepp Hochreiter Werner Zellinger 127 2 0 21 Feb 2024
SepRep-Net: Multi-source Free Domain Adaptation via Model Separation And Reparameterization Ying Jin Jiaqi Wang Dahua Lin 86 2 0 13 Feb 2024
Multisource Semisupervised Adversarial Domain Generalization Network for Cross-Scene Sea-Land Clutter Classification Xiaoxuan Zhang Quan Pan Salvador Garcia 41 1 0 09 Feb 2024
Source-Free Domain Adaptation with Diffusion-Guided Source Data Generation Shivang Chopra Suraj Kothawade Houda Aynaou Aman Chadha DiffM 107 1 0 07 Feb 2024
Progressive Conservative Adaptation for Evolving Target Domains Gangming Zhao Chaoqi Chen Wenhao He Changzai Pan Chaowei Fang Jinpeng Li Xilin Chen Yizhou Yu CLL 95 0 0 07 Feb 2024
Domain Adaptation of Multilingual Semantic Search -- Literature Review Anna Bringmann Anastasia Zhukova VLM 114 0 0 05 Feb 2024
Source-Free Unsupervised Domain Adaptation with Hypothesis Consolidation of Prediction Rationale Yangyang Shu Xiaofeng Cao Qi Chen Bowen Zhang Ziqin Zhou Anton Van Den Hengel Lingqiao Liu 86 0 0 02 Feb 2024
How Useful is Continued Pre-Training for Generative Unsupervised Domain Adaptation? Rheeya Uppaal Yixuan Li Junjie Hu 167 6 0 31 Jan 2024
A Class-aware Optimal Transport Approach with Higher-Order Moment Matching for Unsupervised Domain Adaptation Tuan Nguyen Van Nguyen Trung Le He Zhao Quan Hung Tran Dinh Q. Phung OT 81 1 0 29 Jan 2024
AdaEmbed: Semi-supervised Domain Adaptation in the Embedding Space A. Mottaghi Mohammad Abdullah Jamal Serena Yeung Omid Mohareri 93 1 0 23 Jan 2024
Adaptive Betweenness Clustering for Semi-Supervised Domain Adaptation Jichang Li Guanbin Li Yizhou Yu 125 12 0 21 Jan 2024
AutoFT: Learning an Objective for Robust Fine-Tuning Caroline Choi Yoonho Lee Annie S. Chen Allan Zhou Aditi Raghunathan Chelsea Finn OOD 126 0 0 18 Jan 2024
BreastRegNet: A Deep Learning Framework for Registration of Breast Faxitron and Histopathology Images Negar Golestani Aihui Wang Gregory R Bean M. Rusu MedIm 96 1 0 18 Jan 2024
De-Confusing Pseudo-Labels in Source-Free Domain Adaptation I. Diamant Amir Rosenfeld Idan Achituve Jacob Goldberger Arnon Netzer 103 2 0 03 Jan 2024
Multi-Modal Domain Adaptation Across Video Scenes for Temporal Video Grounding Haifeng Huang Yang Zhao Zehan Wang Yan Xia Zhou Zhao 85 1 0 21 Dec 2023
DomainForensics: Exposing Face Forgery across Domains via Bi-directional Adaptation Qingxuan Lv Yuezun Li Junyu Dong Sheng Chen Hui Yu Huiyu Zhou Shu Zhang AAML 80 6 0 17 Dec 2023
Annotation-free Automatic Music Transcription with Scalable Synthetic Data and Adversarial Domain Confusion Gakusei Sato Taketo Akama 91 0 0 16 Dec 2023
Generalizable Sleep Staging via Multi-Level Domain Alignment Jiquan Wang Sha Zhao Haiteng Jiang Shijian Li Tao Li Gang Pan 154 11 0 13 Dec 2023
AUGCAL: Improving Sim2Real Adaptation by Uncertainty Calibration on Augmented Synthetic Images Prithvijit Chattopadhyay Bharat Goyal B. Ecsedi Viraj Prabhu Judy Hoffman 97 1 0 11 Dec 2023
Oracle Character Recognition using Unsupervised Discriminative Consistency Network Mei Wang Weihong Deng Sen Su 72 12 0 11 Dec 2023