Deep Domain Confusion: Maximizing for Domain Invariance

10 December 2014

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

50 / 959 papers shown

Title
Heterogeneous-Modal Unsupervised Domain Adaptation via Latent Space Bridging Jiawen Yang Shuhao Chen Yucong Duan K. Tang Yu Zhang 30 0 0 19 Jun 2025
Real-Time Per-Garment Virtual Try-On with Temporal Consistency for Loose-Fitting Garments Zaiqiang Wu I-Chao Shen Takeo Igarashi 40 0 0 14 Jun 2025
Temporal Restoration and Spatial Rewiring for Source-Free Multivariate Time Series Domain Adaptation Peiliang Gong Yucheng Wang Min Wu Zhenghua Chen Xiaoli Li Daoqiang Zhang AI4TS TTA 74 0 0 23 May 2025
Bridging the Reality Gap in Digital Twins with Context-Aware, Physics-Guided Deep Learning Sizhe Ma Katherine A. Flanigan Mario Bergés AI4CE 58 0 0 17 May 2025
Fairness-aware Anomaly Detection via Fair Projection Feng Xiao Xiaoying Tang Jicong Fan 114 0 0 16 May 2025
Using Cross-Domain Detection Loss to Infer Multi-Scale Information for Improved Tiny Head Tracking Jisu Kim Alex Mattingly Eung-Joo Lee Benjamin S. Riggan 55 0 0 14 May 2025
ChannelExplorer: Exploring Class Separability Through Activation Channel Visualization Md Rahat-uz- Zaman Bei Wang Paul Rosen 74 0 0 06 May 2025
Improving Generalization in MRI-Based Deep Learning Models for Total Knee Replacement Prediction Ehsan Karami Hamid Soltanian-Zadeh AI4CE 96 0 0 27 Apr 2025
Fault Diagnosis in New Wind Turbines using Knowledge from Existing Turbines by Generative Domain Adaptation S. Jonas Angela Meyer AI4CE 81 0 0 24 Apr 2025
Learning Compositional Transferability of Time Series for Source-Free Domain Adaptation Hankang Sun Guiming Li Su Yang Baoqi Li AI4TS TTA 127 0 0 21 Apr 2025
Deep Sturm--Liouville: From Sample-Based to 1D Regularization with Learnable Orthogonal Basis Functions David Vigouroux Joseba Dalmau Louis Bethune Victor Boutin 74 0 0 09 Apr 2025
Evaluation of (Un-)Supervised Machine Learning Methods for GNSS Interference Classification with Real-World Data Discrepancies Lucas Heublein Nisha Lakshmana Raichur Tobias Feigl Tobias Brieger Fin Heuer Lennart Asbach A. Rügamer Felix Ott 211 8 0 31 Mar 2025
Synthetic Data Augmentation for Cross-domain Implicit Discourse Relation Recognition Frances Yung Varsha Suresh Zaynab Reza Mansoor Ahmad Vera Demberg 170 0 0 26 Mar 2025
Model Adaptation: Unsupervised Domain Adaptation without Source Data Rui Li Qianfen Jiao Wenming Cao Hau-San Wong Si Wu OOD 351 494 0 26 Feb 2025
M3DA: Benchmark for Unsupervised Domain Adaptation in 3D Medical Image Segmentation B. Shirokikh Anvar Kurmukov Mariia Donskova Valentin Samokhin Mikhail Belyaev Ivan Oseledets OOD 98 0 0 24 Feb 2025
Time Series Domain Adaptation via Latent Invariant Causal Mechanism Ruichu Cai Junxian Huang Zhenhui Yang Zijian Li Emadeldeen Eldele Min Wu Gang Hua OOD CML BDL AI4TS 120 0 0 23 Feb 2025
Denoising as Adaptation: Noise-Space Domain Adaptation for Image Restoration Kang Liao Zongsheng Yue Zhouxia Wang Chen Change Loy 200 4 0 20 Feb 2025
Simulations of Common Unsupervised Domain Adaptation Algorithms for Image Classification Ahmad Chaddad Yihang Wu Yuchen Jiang Ahmed Bouridane Christian Desrosiers 224 2 0 15 Feb 2025
Transfer Your Perspective: Controllable 3D Generation from Any Viewpoint in a Driving Scene Tai-Yu Pan Sooyoung Jeon Mengdi Fan Jinsu Yoo Zhenyang Feng Mark E. Campbell Kilian Q. Weinberger Bharath Hariharan Wei-Lun Chao 279 0 0 10 Feb 2025
Decision Boundary Optimization-Informed Domain Adaptation Lingkun Luo Shiqiang Hu Jie Yang Liming Chen AI4CE 105 0 0 10 Feb 2025
Beyond Batch Learning: Global Awareness Enhanced Domain Adaptation Lingkun Luo Shiqiang Hu Liming Chen 187 0 0 10 Feb 2025
Binary Losses for Density Ratio Estimation Werner Zellinger 168 0 0 28 Jan 2025
FedAlign: Federated Domain Generalization with Cross-Client Feature Alignment Sunny Gupta Vinay Sutar Varunav Singh Amit Sethi 123 0 0 28 Jan 2025
Intelligent Icing Detection Model of Wind Turbine Blades Based on SCADA data Wenqian Jiang Junyang Jin 144 5 0 20 Jan 2025
DALI: Domain Adaptive LiDAR Object Detection via Distribution-level and Instance-level Pseudo Label Denoising Xiaohu Lu H. Radha 139 0 0 11 Dec 2024
Your Data Is Not Perfect: Towards Cross-Domain Out-of-Distribution Detection in Class-Imbalanced Data Xiang Fang Arvind Easwaran B. Genest Ponnuthurai Nagaratnam Suganthan 183 19 0 09 Dec 2024
Feature Fusion Transferability Aware Transformer for Unsupervised Domain Adaptation Xiaowei Yu Zhe Huang Zao Zhang ViT 76 3 0 10 Nov 2024
From Web Data to Real Fields: Low-Cost Unsupervised Domain Adaptation for Agricultural Robots Vasileios Tzouras Lazaros Nalpantidis Ronja Güldenring 76 0 0 31 Oct 2024
Time and Frequency Synergy for Source-Free Time-Series Domain Adaptations Muhammad Furqon Mahardhika Pratama Ary Mazharuddin Shiddiqi Lin Liu Habibullah Habibullah K. Doğançay TTA AI4TS 73 1 0 23 Oct 2024
Data-Efficient CLIP-Powered Dual-Branch Networks for Source-Free Unsupervised Domain Adaptation Yongguang Li Yueqi Cao Jindong Li Qi Wang Shengsheng Wang 90 1 0 21 Oct 2024
FedCCRL: Federated Domain Generalization with Cross-Client Representation Learning Xinpeng Wang Xiaoying Tang Xiaoying Tang FedML 109 3 0 15 Oct 2024
FAMOUS: High-Fidelity Monocular 3D Human Digitization Using View Synthesis Vishnu Mani Hema Shubhra Aich Christian Haene Jean-Charles Bazin Fernando de la Torre 76 2 0 13 Oct 2024
Hyper-multi-step: The Truth Behind Difficult Long-context Tasks Yijiong Yu Ma Xiufa Fang Jianwei Zhi-liang Xu Su Guangyao ... Zhixiao Qi Wei Wang Wen Liu Ran Chen Ji Pei LRM RALM 91 0 0 06 Oct 2024
A3: Active Adversarial Alignment for Source-Free Domain Adaptation Chrisantus Eze Christopher Crick 84 0 0 27 Sep 2024
Unsupervised Attention Regularization Based Domain Adaptation for Oracle Character Recognition Mei Wang Weihong Deng Jiani Hu Sen Su 83 0 0 24 Sep 2024
Domain-Guided Weight Modulation for Semi-Supervised Domain Generalization Chamuditha Jayanaga Galappaththige Zachary Izzo Xilin He Honglu Zhou Muhammad Haris Khan 95 3 0 04 Sep 2024
Generalizable Facial Expression Recognition Yuhang Zhang Xiuqi Zheng Chenyi Liang Jiani Hu Weihong Deng VLM 78 4 0 20 Aug 2024
Towards Cross-Domain Single Blood Cell Image Classification via Large-Scale LoRA-based Segment Anything Model Yongcheng Li Lingcong Cai Ying Lu Yupeng Zhang Jingyan Jiang Genan Dai Bowen Zhang Jingzhou Cao Xiangzhong Zhang Xiaomao Fan 58 5 0 13 Aug 2024
S4DL: Shift-sensitive Spatial-Spectral Disentangling Learning for Hyperspectral Image Unsupervised Domain Adaptation Jie Feng Tianshu Zhang Junpeng Zhang Ronghua Shang Weisheng Dong G. Shi Licheng Jiao 84 7 0 11 Aug 2024
HiLo: A Learning Framework for Generalized Category Discovery Robust to Domain Shifts Hongjun Wang S. Vaze Kai Han 168 5 0 08 Aug 2024
Multi-Source EEG Emotion Recognition via Dynamic Contrastive Domain Adaptation Yun Xiao Yimeng Zhang Xiaopeng Peng Shuzheng Han Xia Zheng Dingyi Fang Xiaojiang Chen 61 4 0 04 Aug 2024
Domain penalisation for improved Out-of-Distribution Generalisation Shuvam Jena Sushmetha Sumathi Rajendran Karthik Seemakurthy A. Sasithradevi M. Vijayalakshmi Prakash Poornachari 93 0 0 03 Aug 2024
Gradient Harmonization in Unsupervised Domain Adaptation Fuxiang Huang Suqi Song Lei Zhang 82 7 0 01 Aug 2024
Improving Domain Adaptation Through Class Aware Frequency Transformation Vikash Kumar Himanshu Patil Rohit Lal Anirban Chakraborty 79 6 0 28 Jul 2024
Cross-Domain Policy Transfer by Representation Alignment via Multi-Domain Behavioral Cloning Hayato Watahiki Ryo Iwase Ryosuke Unno Yoshimasa Tsuruoka 74 0 0 24 Jul 2024
Revisiting, Benchmarking and Understanding Unsupervised Graph Domain Adaptation Meihan Liu Zhen Zhang Jiachen Tang Jiajun Bu Bingsheng He Sheng Zhou 127 5 0 09 Jul 2024
10 Years of Fair Representations: Challenges and Opportunities Mattia Cerrato Marius Köppel Philipp Wolf Stefan Kramer FaML 96 3 0 04 Jul 2024
E2MPL:An Enduring and Efficient Meta Prompt Learning Framework for Few-shot Unsupervised Domain Adaptation Wanqi Yang Haoran Wang Lei Wang Ge Song Yang Gao Yang Gao 96 0 0 04 Jul 2024
Towards Multimodal Open-Set Domain Generalization and Adaptation through Self-supervision Hao Dong Eleni Chatzi Olga Fink 81 7 0 01 Jul 2024
Learning When the Concept Shifts: Confounding, Invariance, and Dimension Reduction Kulunu Dharmakeerthi Y. Hur Tengyuan Liang 83 0 0 22 Jun 2024