Unified Deep Supervised Domain Adaptation and Generalization

28 September 2017

Papers citing "Unified Deep Supervised Domain Adaptation and Generalization"

50 / 433 papers shown

Title
Environment Inference for Learning Generalizable Dynamical System Shixuan Liu Yue He Haotian Wang Wenjing Yang Yunfei Wang Peng Cui Zhong Liu OOD AI4CE 140 1 0 22 Oct 2025
VeFA: Vector-Based Feature Space Adaptation for Robust Model Fine-Tuning Peng Wang Minghao Gu Qiang Huang 89 0 0 22 Oct 2025
Robust Cross-Domain Adaptation in Texture Features Transferring for Wood Chip Moisture Content Prediction Abdur Rahman Mohammad Marufuzzaman Jason Street Haifeng Wang V. Gude Randy K. Buchanan 88 0 0 19 Oct 2025
Humanoid-inspired Causal Representation Learning for Domain Generalization Ze Tao Jian Zhang Haowei Li Xianshuai Li Yifei Peng Xiyao Liu Senzhang Wang Chao Liu Sheng Ren Shichao Zhang 52 0 0 18 Oct 2025
Target-Oriented Single Domain Generalization Marzi Heidari Yuhong Guo VLM 127 0 0 30 Aug 2025
Training Kindai OCR with parallel textline images and self-attention feature distance-based loss A. D. Le A. Kitamoto 56 1 0 12 Aug 2025
Multimodal Causal-Driven Representation Learning for Generalizable Medical Image Segmentation Xusheng Liang Lihua Zhou Nianxin Li Miao Xu Ziyang Song Dong Yi Jinlin Wu Hongbin Liu Jiebo Luo Zhen Lei 92 0 0 07 Aug 2025
CORE-ReID V2: Advancing the Domain Adaptation for Object Re-Identification with Optimized Training and Ensemble Fusion Trinh Quoc Nguyen Oky Dicky Ardiansyah Prima Syahid Al Irfan Hindriyanto Dwi Purnomo Radius Tanone 101 2 0 06 Aug 2025
Set Pivot Learning: Redefining Generalized Segmentation with Vision Foundation Models Xinhui Li Xinyu He Qiming Hu Xiaojie Guo 107 0 0 03 Aug 2025
Exploring Probabilistic Modeling Beyond Domain Generalization for Semantic Segmentation I-Hsiang Chen Hua-En Chang Wei-Ting Chen Jenq-Neng Hwang Sy-Yen Kuo DiffM 142 0 0 28 Jul 2025
Handling Out-of-Distribution Data: A SurveyIEEE Transactions on Knowledge and Data Engineering (TKDE), 2025 L. Tamang Mohamed Reda Bouadjenek Richard Dazeley S. Aryal OOD OODD 254 4 0 25 Jul 2025
An Investigation of Test-time Adaptation for Audio Classification under Background Noise Weichuang Shao I. Liao Tomas Henrique Bode Maul T. Chandesa 122 1 0 21 Jul 2025
DGSAM: Domain Generalization via Individual Sharpness-Aware Minimization Youngjun Song Youngsik Hwang Jonghun Lee Heechang Lee Dong-Young Lim AAML 243 0 0 01 Jul 2025
Variational Learning of Disentangled Representations Yuli Slavutsky Ozgur Beker David Blei Bianca Dumitrascu DRL OOD CML CoGe 202 0 0 20 Jun 2025
Adapter Naturally Serves as Decoupler for Cross-Domain Few-Shot Semantic Segmentation Jintao Tong Ran Ma Yonghong Tian Guangyao Chen Yuhua Li Ruixuan Li 192 4 0 09 Jun 2025
Pseudo Multi-Source Domain Generalization: Bridging the Gap Between Single and Multi-Source Domain Generalization Shohei Enomoto OOD AI4CE 208 0 0 29 May 2025
Bridging Distribution Shift and AI Safety: Conceptual and Methodological Synergies Chenruo Liu Kenan Tang Yao Qin Qi Lei 226 1 0 28 May 2025
LangDAug: Langevin Data Augmentation for Multi-Source Domain Generalization in Medical Image Segmentation Piyush Tiwary Kinjawl Bhattacharyya Prathosh A.P. MedIm 184 0 0 26 May 2025
Towards Open-world Generalized Deepfake Detection: General Feature Extraction via Unsupervised Domain Adaptation Midou Guo Qilin Yin Wei Lu Xiangyang Luo 85 1 0 18 May 2025
Continuous Domain Generalization Zekun Cai Yiheng Yao Guangji Bai Renhe Jiang Xuan Song Ryosuke Shibasaki Liang Zhao OOD 507 0 0 17 May 2025
NeuRN: Neuro-inspired Domain Generalization for Image Classification Hamd Jalil Ahmed Qazi Asim Iqbal OOD MedIm 264 0 0 11 May 2025
Token-Level Prompt Mixture with Parameter-Free Routing for Federated Domain Generalization Shuai Gong C. Cui Xiaolin Dong Xiushan Nie Lei Zhu Xiaojun Chang FedML MoE 224 0 0 29 Apr 2025
Rethinking Generalizable Infrared Small Target Detection: A Real-scene Benchmark and Cross-view Representation LearningIEEE Transactions on Geoscience and Remote Sensing (IEEE TGRS), 2025 Yahao Lu Yongbin Li Xingyuan Guo Shuai Yuan Yukai Shi Guanbin Li OOD 109 1 0 23 Apr 2025
Vision and Language Integration for Domain Generalization Yanmei Wang Xiyao Liu Fupeng Chu Zhi Han VLM 261 0 0 17 Apr 2025
DG-MVP: 3D Domain Generalization via Multiple Views of Point Clouds for Classification Huantao Ren Minmin Yang Senem Velipasalar 3DPC 187 1 0 16 Apr 2025
Explaining Domain Shifts in Language: Concept erasing for Interpretable Image ClassificationComputer Vision and Pattern Recognition (CVPR), 2025 Zequn Zeng Yudi Su Jianqiao Sun Tiansheng Wen Hao Zhang Zhengjue Wang Bo Chen Hongwei Liu Jiawei Ma VLM 354 0 0 24 Mar 2025
Single Domain Generalization with Adversarial Memory Hao Yan Marzi Heidari Yuhong Guo 751 1 0 08 Mar 2025
Single Domain Generalization with Model-aware Parametric Batch-wise Mixup Marzi Heidari Yuhong Guo 205 0 0 22 Feb 2025
FedDAG: Federated Domain Adversarial Generation Towards Generalizable Medical Image AnalysisIEEE Transactions on Medical Imaging (IEEE TMI), 2025 Haoxuan Che Yifei Wu Haibo Jin Yong-quan Xia Hao Chen OOD FedML MedIm 81 3 0 28 Jan 2025
Neural Network Prediction of Strong Lensing Systems with Domain Adaptation and Uncertainty Quantification Shrihan Agarwal A. Ćiprijanović Brian D. Nord OOD 399 3 0 08 Jan 2025
Gaze Label Alignment: Alleviating Domain Shift for Gaze EstimationAAAI Conference on Artificial Intelligence (AAAI), 2024 Guanzhong Zeng Jingjing Wang Zefu Xu Pengwei Yin Wenqi Ren Di Xie Jiang Zhu 282 4 0 20 Dec 2024
Drift-Resilient TabPFN: In-Context Learning Temporal Distribution Shifts on Tabular DataNeural Information Processing Systems (NeurIPS), 2024 Kai Helli David Schnurr Noah Hollmann Samuel G. Müller Katharina Eggensperger OOD 299 15 0 15 Nov 2024
Generalizable Single-Source Cross-modality Medical Image Segmentation via Invariant Causal MechanismsIEEE Workshop/Winter Conference on Applications of Computer Vision (WACV), 2024 Boqi Chen Yuanzhi Zhu Yunke Ao Sebastiano Caprara Reto Sutter Gunnar Rätsch E. Konukoglu A. Susmelj MedIm DiffM OOD 188 2 0 07 Nov 2024
Recovering Complete Actions for Cross-dataset Skeleton Action RecognitionNeural Information Processing Systems (NeurIPS), 2024 Hanchao Liu Yujiang Li Tai-Jiang Mu Shi-Min Hu 184 2 0 31 Oct 2024
Towards Combating Frequency Simplicity-biased Learning for Domain GeneralizationNeural Information Processing Systems (NeurIPS), 2024 Xilin He Jingyu Hu Qinliang Lin Cheng Luo Weicheng Xie Siyang Song M. H. Khan Linlin Shen 164 3 0 21 Oct 2024
Audio-visual cross-modality knowledge transfer for machine learning-based in-situ monitoring in laser additive manufacturingAdditive Manufacturing (AM), 2024 Jiarui Xie Mutahar Safdar Lequn Chen Seung Ki Moon Y. Zhao 415 12 0 09 Aug 2024
The Data Addition DilemmaMachine Learning in Health Care (MLHC), 2024 Judy Hanwen Shen Inioluwa Deborah Raji Irene Y. Chen 300 12 0 08 Aug 2024
PiPa++: Towards Unification of Domain Adaptive Semantic Segmentation via Self-supervised Learning Mu Chen Zhedong Zheng Yi Yang 265 1 0 24 Jul 2024
FairDomain: Achieving Fairness in Cross-Domain Medical Image Segmentation and Classification Yu Tian Congcong Wen Min Shi Muhammad Muneeb Afzal Niraj Pudasaini Muhammad Osama Khan Yan Luo Yi Fang Mengyu Wang OOD 219 25 0 11 Jul 2024
FDS: Feedback-guided Domain Synthesis with Multi-Source Conditional Diffusion Models for Domain Generalization Mehrdad Noori Milad Cheraghalikhani Ali Bahri G. A. V. Hakim David Osowiechi Moslem Yazdanpanah Ismail Ben Ayed Christian Desrosiers 247 5 0 04 Jul 2024
A Pairwise DomMix Attentive Adversarial Network for Unsupervised Domain Adaptive Object Detection Jie Shao Jiacheng Wu Wenzhong Shen Cheng Yang 245 1 0 03 Jul 2024
Towards Training Music Taggers on Synthetic Data N. Kroher Steven Manangu A. Pikrakis 163 1 0 02 Jul 2024
Invariant Correlation of Representation with Label: Enhancing Domain Generalization in Noisy Environments Gaojie Jin Ronghui Mu Xinping Yi Xiaowei Huang Lijun Zhang 308 0 0 01 Jul 2024
Causality-inspired Latent Feature Augmentation for Single Domain Generalization Jian Xu Chaojie Ji Yankai Cao Ye Li Ruxin Wang OOD 281 1 0 10 Jun 2024
Diffusion Features to Bridge Domain Gap for Semantic Segmentation Yuxiang Ji Boyong He Chenyuan Qu Zhuoyue Tan Chuan Qin Liaoni Wu 333 5 0 02 Jun 2024
StyDeSty: Min-Max Stylization and Destylization for Single Domain Generalization Songhua Liu Xin Jin Xingyi Yang Jingwen Ye Xinchao Wang OOD 373 5 0 01 Jun 2024
Domain-Inspired Sharpness-Aware Minimization Under Domain Shifts Ruipeng Zhang Ziqing Fan Jiangchao Yao Ya Zhang Yanfeng Wang 222 8 0 29 May 2024
WIDIn: Wording Image for Domain-Invariant Representation in Single-Source Domain Generalization Jiawei Ma Yulei Niu Shiyuan Huang G. Han Shih-Fu Chang VLM 148 1 0 28 May 2024
Continuous Temporal Domain Generalization Zekun Cai Guangji Bai Renhe Jiang Xuan Song Bo Pan 176 9 0 25 May 2024
Exploring the Impact of Synthetic Data for Aerial-view Human Detection Hyungtae Lee Yan Zhang Yingzhe Shen Heesung Kwon Shuvra S. Bhattacharyya 250 2 0 24 May 2024