Unified Deep Supervised Domain Adaptation and Generalization

28 September 2017

Papers citing "Unified Deep Supervised Domain Adaptation and Generalization"

50 / 433 papers shown

Title
Prototypical Cross-domain Knowledge Transfer for Cervical Dysplasia Visual InspectionACM Multimedia (ACM MM), 2023 Yichen Zhang Yifang Yin Ying Zhang Zhenguang Liu Zheng Wang Roger Zimmermann 167 3 0 19 Aug 2023
TDG: Text-guided Domain Generalization Geng-Ming Liu Yuxi Wang OOD 234 4 0 19 Aug 2023
Diffusion Models for Image Restoration and Enhancement: A Comprehensive SurveyInternational Journal of Computer Vision (IJCV), 2023 Xin Li Yulin Ren Xin Jin Cuiling Lan Xingyu Wang Wenjun Zeng Xinchao Wang Zhibo Chen 273 125 0 18 Aug 2023
CEmb-SAM: Segment Anything Model with Condition Embedding for Joint Learning from Heterogeneous Datasets Dongik Shin Beomsu Kim Seungjun Baek MedIm 153 4 0 14 Aug 2023
ADRMX: Additive Disentanglement of Domain Features with Remix Loss Berker Demirel E. Aptoula Huseyin Ozkan 61 4 0 12 Aug 2023
BEV-DG: Cross-Modal Learning under Bird's-Eye View for Domain Generalization of 3D Semantic SegmentationIEEE International Conference on Computer Vision (ICCV), 2023 Miaoyu Li Yachao Zhang Xu Ma Yanyun Qu Yun Fu 134 17 0 12 Aug 2023
When More is Less: Incorporating Additional Datasets Can Hurt Performance By Introducing Spurious CorrelationsMachine Learning in Health Care (MLHC), 2023 Rhys Compton Lily Zhang R. Borsoi Rajesh Ranganath OOD 210 19 0 08 Aug 2023
Phase Matching for Out-of-Distribution Generalization Chengming Hu Ye Du Rui Wang Hao Chen OOD 348 0 0 24 Jul 2023
Cross Contrasting Feature Perturbation for Domain GeneralizationIEEE International Conference on Computer Vision (ICCV), 2023 Chenming Li Daoan Zhang Wen-Fong Huang Jiang Zhang OOD 199 22 0 24 Jul 2023
Flatness-Aware Minimization for Domain GeneralizationIEEE International Conference on Computer Vision (ICCV), 2023 Xingxuan Zhang Renzhe Xu Han Yu Yancheng Dong Pengfei Tian Peng Cu 208 32 0 20 Jul 2023
CILF:Causality Inspired Learning Framework for Out-of-Distribution Vehicle Trajectory PredictionAsian Conference on Pattern Recognition (ACPR), 2023 Shen Li Qifan Xue Yezhuo Zhang Xuanpeng Li OOD CML OODD 150 2 0 11 Jul 2023
ChatGPT in the Age of Generative AI and Large Language Models: A Concise Survey S. Mohamadi Ghulam Mujtaba Ngan Le Gianfranco Doretto Don Adjeroh LM&MA AI4MH 256 35 0 09 Jul 2023
Probabilistic Test-Time Generalization by Variational Neighbor-Labeling Sameer Ambekar Zehao Xiao Jiayi Shen Xiantong Zhen Cees G. M. Snoek BDL OOD 287 2 0 08 Jul 2023
Domain Transfer Through Image-to-Image Translation for Uncertainty-Aware Prostate Cancer Classification Meng Zhou A. Jamzad J. Izard A. Menard R. Siemens P. Mousavi MedIm 275 0 0 02 Jul 2023
Learning Content-enhanced Mask Transformer for Domain Generalized Urban-Scene SegmentationAAAI Conference on Artificial Intelligence (AAAI), 2023 Qi Bi Shaodi You Theo Gevers ViT 529 64 0 01 Jul 2023
Modularity Trumps Invariance for Compositional Robustness I. Mason Anirban Sarkar Tomotake Sasaki Xavier Boix OOD 164 1 0 15 Jun 2023
MBrain: A Multi-channel Self-Supervised Learning Framework for Brain SignalsKnowledge Discovery and Data Mining (KDD), 2023 Donghong Cai Junru Chen Yang Yang Te-Chun Liu Yafeng Li 117 32 0 15 Jun 2023
Federated Domain Generalization: A SurveyProceedings of the IEEE (Proc. IEEE), 2023 Ying Li Xingwei Wang Rongfei Zeng Praveen Kumar Donta Ilir Murturi Min Huang Schahram Dustdar OOD FedML AI4CE 287 39 0 02 Jun 2023
Domain Generalization for Domain-Linked Classes Kimathi Kaai Saad Hossain Sirisha Rambhatla OOD AI4CE 101 1 0 01 Jun 2023
Meta Adaptive Task Sampling for Few-Domain Generalization Zheyan Shen Han Yu Peng Cui Tianyu Wang Xingxuan Zhang Linjun Zhou Furui Liu OOD 99 1 0 25 May 2023
Feature-aligned N-BEATS with Sinkhorn divergenceInternational Conference on Learning Representations (ICLR), 2023 Joon-Young Lee Myeongho Jeon Myung-joo Kang Kyung-soon Park AI4TS 205 2 0 24 May 2023
Generalizing Importance Weighting to A Universal Solver for Distribution Shift ProblemsNeural Information Processing Systems (NeurIPS), 2023 Tongtong Fang Nan Lu Gang Niu Masashi Sugiyama OOD 204 10 0 24 May 2023
Pulling Target to Source: A New Perspective on Domain Adaptive Semantic SegmentationInternational Journal of Computer Vision (IJCV), 2023 Haochen Wang Yujun Shen Jingjing Fei Wei Li Liwei Wu Yuxi Wang Zhaoxiang Zhang OOD 177 9 0 23 May 2023
POEM: Polarization of Embeddings for Domain-Invariant RepresentationsAAAI Conference on Artificial Intelligence (AAAI), 2023 Sang-Yeong Jo Sung Whan Yoon 106 16 0 22 May 2023
Best-Effort AdaptationAnnals of Mathematics and Artificial Intelligence (AMAI), 2023 Pranjal Awasthi Corinna Cortes M. Mohri 150 12 0 10 May 2023
Multi-Domain Learning From Insufficient AnnotationsEuropean Conference on Artificial Intelligence (ECAI), 2023 Tahira Shehzadi Shengcai Liu D. Stricker Marcus Liwicki Muhammad Zeshan Afzal 187 2 0 04 May 2023
Multi-Source to Multi-Target Decentralized Federated Domain AdaptationIEEE Transactions on Cognitive Communications and Networking (IEEE TCCN), 2023 Su Wang Seyyedali Hosseinalipour Christopher G. Brinton 200 7 0 24 Apr 2023
Domain Generalization for Mammographic Image Analysis with Contrastive Learning Zheren Li Zhiming Cui Lichi Zhang Sheng Wang Chenjin Lei ... Yajia Gu Zaiyi Liu Chunling Liu Dinggang Shen Jie‐Zhi Cheng 362 3 0 20 Apr 2023
Frequency Decomposition to Tap the Potential of Single Domain for GeneralizationBritish Machine Vision Conference (BMVC), 2023 Qing-sheng Yang Hongjing Niu Pengfei Xia Wei Zhang Bin Li OOD 113 1 0 14 Apr 2023
Semantic-Aware Mixup for Domain GeneralizationIEEE International Joint Conference on Neural Network (IJCNN), 2023 C. Xu Xinmei Tian AAML 89 3 0 12 Apr 2023
Meta-causal Learning for Single Domain GeneralizationComputer Vision and Pattern Recognition (CVPR), 2023 Jin Chen Zhiqiang Gao Xinxiao Wu Jiebo Luo OOD 166 61 0 07 Apr 2023
Supervised Contrastive Learning with Heterogeneous Similarity for Distribution Shifts Takuro Kutsuna 73 1 0 07 Apr 2023
EPVT: Environment-aware Prompt Vision Transformer for Domain Generalization in Skin Lesion RecognitionInternational Conference on Medical Image Computing and Computer-Assisted Intervention (MICCAI), 2023 Siyuan Yan Chih-Chen Liu Zhen Yu Lie Ju Dwarikanath Mahapatrainst Victoria Mar Monika Janda Peter Soyer Z. Ge ViT MedIm VLM 254 13 0 04 Apr 2023
Progressive Random Convolutions for Single Domain GeneralizationComputer Vision and Pattern Recognition (CVPR), 2023 Seokeon Choi Debasmit Das Sungha Choi Seunghan Yang Hyunsin Park Sungrack Yun 251 51 0 02 Apr 2023
Complementary Domain Adaptation and Generalization for Unsupervised Continual Domain Shift LearningIEEE International Conference on Computer Vision (ICCV), 2023 Won-Yong Cho Jinha Park Taesup Kim CLL 217 10 0 28 Mar 2023
TFS-ViT: Token-Level Feature Stylization for Domain GeneralizationPattern Recognition (Pattern Recogn.), 2023 Mehrdad Noori Milad Cheraghalikhani Ali Bahri G. A. V. Hakim David Osowiechi Ismail Ben Ayed Christian Desrosiers 128 21 0 28 Mar 2023
Improving Generalization with Domain Convex GameComputer Vision and Pattern Recognition (CVPR), 2023 Fangrui Lv Jian Liang Shuang Li Jinming Zhang Di Liu 187 8 0 23 Mar 2023
Generative Semantic SegmentationComputer Vision and Pattern Recognition (CVPR), 2023 Jia-Qing Chen Jiachen Lu Xiatian Zhu Li Zhang GAN ISeg VLM 151 56 0 20 Mar 2023
Feature Alignment and Uniformity for Test Time AdaptationComputer Vision and Pattern Recognition (CVPR), 2023 Shuai Wang Daoan Zhang Zipei Yan Jiang Zhang Ruizhen Li TTA OOD 246 58 0 20 Mar 2023
Adaptive Texture Filtering for Single-Domain Generalized SegmentationAAAI Conference on Artificial Intelligence (AAAI), 2023 Xinhui Li Mingjiang Li Yaxing Wang Chuan-Xian Ren Xiaojie Guo 196 6 0 06 Mar 2023
Neuro-Modulated Hebbian Learning for Fully Test-Time AdaptationComputer Vision and Pattern Recognition (CVPR), 2023 Yushun Tang Ce Zhang Heng Xu Shuoshuo Chen Jie Cheng Luziwei Leng Qinghai Guo Zhihai He TTA 167 29 0 02 Mar 2023
Energy-Based Test Sample Adaptation for Domain GeneralizationInternational Conference on Learning Representations (ICLR), 2023 Zehao Xiao Xiantong Zhen Tianran Ouyang Cees G. M. Snoek TTA 189 22 0 22 Feb 2023
Semantic Image Segmentation: Two Decades of ResearchFoundations and Trends in Computer Graphics and Vision (FTCGV), 2023 G. Csurka Riccardo Volpi Boris Chidlovskii 3DV 235 73 0 13 Feb 2023
Flag Aggregator: Scalable Distributed Training under Failures and Augmented Losses using Convex OptimizationInternational Conference on Learning Representations (ICLR), 2023 Hamidreza Almasi Harshit Mishra Balajee Vamanan Sathya Ravi FedML 162 0 0 12 Feb 2023
Bridging the Sim2Real gap with CARE: Supervised Detection Adaptation with Conditional Alignment and Reweighting Viraj Prabhu David Acuna Andy Liao Rafid Mahmood M. Law Judy Hoffman Sanja Fidler James Lucas 128 16 0 09 Feb 2023
Aggregation of Disentanglement: Reconsidering Domain Variations in Domain Generalization Daoan Zhang Mingkai Chen Chenming Li Lingyun Huang Jianguo Zhang OOD 213 12 0 05 Feb 2023
Adversarial Style Augmentation for Domain Generalization Yabin Zhang Bin Deng Ruihuang Li Kui Jia Lei Zhang AAML OOD 170 19 0 30 Jan 2023
DEJA VU: Continual Model Generalization For Unseen DomainsInternational Conference on Learning Representations (ICLR), 2023 Chenxi Liu Lixu Wang Lingjuan Lyu Chen Sun Tianlin Li Qi Zhu CLL OOD 175 26 0 25 Jan 2023
CellTranspose: Few-shot Domain Adaptation for Cellular Instance SegmentationIEEE Workshop/Winter Conference on Applications of Computer Vision (WACV), 2022 M. Keaton Ram J. Zaveri Gianfranco Doretto 184 16 0 28 Dec 2022
Learning Domain Invariant Prompt for Vision-Language ModelsIEEE Transactions on Image Processing (IEEE TIP), 2022 Cairong Zhao Yubin Wang Xinyang Jiang Yifei Shen Kaitao Song Dongsheng Li Duoqian Miao VLM VPVLM 260 45 0 08 Dec 2022