Papers citing 'Generate To Adapt: Aligning Domains using Generative Adversarial Networks'

Title
Generalized Category Discovery under Domain Shift: A Frequency Domain Perspective Wei Feng Z. Ge 110 0 0 01 Nov 2025
VirDA: Reusing Backbone for Unsupervised Domain Adaptation with Visual Reprogramming D. Nguyen D. Nguyen 235 0 0 02 Oct 2025
Global Variational Inference Enhanced Robust Domain Adaptation Lingkun Luo Shiqiang Hu Liming Chen OOD 164 0 0 04 Jul 2025
Noise Optimized Conditional Diffusion for Domain AdaptationInternational Joint Conference on Artificial Intelligence (IJCAI), 2025 Lingkun Luo Shiqiang Hu Liming Chen DiffM 250 0 0 12 May 2025
Concept-Based Unsupervised Domain Adaptation Xinyue Xu Yitao Hu Hui Tang Yi Qin Lu Mi Hao Wang Xiaomeng Li 230 0 0 08 May 2025
Soft-Masked Semi-Dual Optimal Transport for Partial Domain Adaptation Yi-Ming Zhai Chuan-Xian Ren Hong Yan 257 0 0 03 May 2025
Model Adaptation: Unsupervised Domain Adaptation without Source DataComputer Vision and Pattern Recognition (CVPR), 2020 Rui Li Qianfen Jiao Wenming Cao Hau-San Wong Si Wu OOD 710 555 0 26 Feb 2025
Transfer Learning with Pre-trained Conditional Generative ModelsMachine-mediated learning (ML), 2022 Shin'ya Yamaguchi Sekitoshi Kanai Atsutoshi Kumagai Daiki Chijiwa H. Kashima VLM CLL BDL DiffM 606 6 0 21 Feb 2025
Beyond Batch Learning: Global Awareness Enhanced Domain AdaptationIEEE Transactions on Pattern Analysis and Machine Intelligence (TPAMI), 2025 Lingkun Luo Shiqiang Hu Liming Chen 491 2 0 10 Feb 2025
DrIFT: Autonomous Drone Dataset with Integrated Real and Synthetic Data, Flexible Views, and Transformed DomainsIEEE Workshop/Winter Conference on Applications of Computer Vision (WACV), 2024 Fardad Dadboud Hamid Azad Varun Mehta M. Bolic Iraj Mntegh 251 4 0 06 Dec 2024
Resolving Domain Shift For Representations Of Speech In Non-Invasive Brain Recordings Jeremiah Ridge Oiwi Parker Jones 171 4 0 25 Oct 2024
Towards Effective Data-Free Knowledge Distillation via Diverse Diffusion AugmentationACM Multimedia (MM), 2024 Muquan Li Dongyang Zhang Tao He Xiurui Xie Yuan-Fang Li Ke Qin 243 8 0 23 Oct 2024
SAFLEX: Self-Adaptive Augmentation via Feature Label ExtrapolationInternational Conference on Learning Representations (ICLR), 2024 Mucong Ding Bang An Yuancheng Xu Anirudh Satheesh Furong Huang 259 1 0 03 Oct 2024
Boosting Unconstrained Face Recognition with Targeted Style Adversary Mohammad Saeed Ebrahimi Saadabadi Sahar Rahimi Malakshan Seyed Rasoul Hosseini Nasser M. Nasrabadi CVBM 186 1 0 14 Aug 2024
Leveraging Multimodal CycleGAN for the Generation of Anatomically Accurate Synthetic CT Scans from MRIs L. Crespi Samuele Camnasio D. Dei N. Lambri P. Mancosu M. Scorsetti Daniele Loiacono MedIm 271 1 0 15 Jul 2024
Towards Domain Adaptive Neural Contextual Bandits Ziyan Wang Hao Wang Hao Wang 430 0 0 13 Jun 2024
Generalized Semi-Supervised Learning via Self-Supervised Feature Adaptation Jiachen Liang Ruibing Hou Hong Chang Bingpeng Ma Shiguang Shan Xilin Chen 272 6 0 31 May 2024
Domain Adaptation with Cauchy-Schwarz Divergence Wenzhe Yin Shujian Yu Yicong Lin Jie Li Jan-Jakob Sonke E. Gavves 238 7 0 30 May 2024
Uncertainty-aware self-training with expectation maximization basis transformation Zijia Wang Wenbin Yang Zhisong Liu Zhen Jia UQCV 146 3 0 02 May 2024
Learning Zero-Shot Material States Segmentation, by Implanting Natural Image Patterns in Synthetic Data S. Eppel Jolina Li Manuel S. Drehwald Alán Aspuru-Guzik 251 2 0 05 Mar 2024
Domain-Agnostic Mutual Prompting for Unsupervised Domain Adaptation Zhekai Du Xinyao Li Fengling Li Ke Lu Lei Zhu Jingjing Li 220 48 0 05 Mar 2024
Prompt-Driven Dynamic Object-Centric Learning for Single Domain Generalization Deng Li Aming Wu Yaowei Wang Yahong Han OOD VLM 314 24 0 28 Feb 2024
Continuous Unsupervised Domain Adaptation Using Stabilized Representations and Experience Replay Mohammad Rostami CLL 275 4 0 31 Jan 2024
Unsupervised Domain Adaptation Using Compact Internal Representations Mohammad Rostami 293 1 0 14 Jan 2024
Unsupervised Federated Domain Adaptation for Segmentation of MRI Images Navapat Nananukul Hamid Soltanian-zadeh Mohammad Rostami 303 0 0 02 Jan 2024
AUGCAL: Improving Sim2Real Adaptation by Uncertainty Calibration on Augmented Synthetic Images Prithvijit Chattopadhyay Bharat Goyal B. Ecsedi Viraj Prabhu Judy Hoffman 239 2 0 11 Dec 2023
SkyScenes: A Synthetic Dataset for Aerial Scene Understanding Sahil Khose Anisha Pal Aayushi Agarwal Deepanshi Judy Hoffman Prithvijit Chattopadhyay VGen 139 7 0 11 Dec 2023
GeNIe: Generative Hard Negative Images Through Diffusion Soroush Abbasi Koohpayegani Anuj Singh K. Navaneet Hadi Jamali Rad Hamed Pirsiavash VLM DiffM 314 6 0 05 Dec 2023
Enhancing Diffusion Models with 3D Perspective Geometry ConstraintsACM Transactions on Graphics (TOG), 2023 Rishi Upadhyay Howard Zhang Yunhao Ba Ethan Yang Blake Gella Sicheng Jiang Alex Wong A. Kadambi 297 13 0 01 Dec 2023
Aligning Non-Causal Factors for Transformer-Based Source-Free Domain AdaptationIEEE Workshop/Winter Conference on Applications of Computer Vision (WACV), 2023 Sunandini Sanyal Ashish Ramayee Asokan Suvaansh Bhambri YM Pradyumna Akshay Ravindra Kulkarni Jogendra Nath Kundu R. V. Babu CML 207 6 0 27 Nov 2023
Interpretable Modeling of Single-cell perturbation Responses to Novel Drugs Using Cycle Consistence Learning Wei Huang Aichun Zhu Hui Liu 86 0 0 17 Nov 2023
Cross-dataset domain adaptation for the classification COVID-19 using chest computed tomography images R. Ouni H. Alhichri OOD 159 1 0 14 Nov 2023
A Chronological Survey of Theoretical Advancements in Generative Adversarial Networks for Computer Vision Hrishikesh Sharma AI4CE EGVM 185 1 0 02 Nov 2023
Weighted Joint Maximum Mean Discrepancy Enabled Multi-Source-Multi-Target Unsupervised Domain Adaptation Fault Diagnosis Zixuan Wang Haoran Tang Haibo Wang Bo Qin M. Butala Nong Sang Hongwei Wang 146 1 0 20 Oct 2023
A Unified Approach to Domain Incremental Learning with Memory: Theory and AlgorithmNeural Information Processing Systems (NeurIPS), 2023 Haizhou Shi Hao Wang CLL 284 38 0 18 Oct 2023
Mitigating the Influence of Domain Shift in Skin Lesion Classification: A Benchmark Study of Unsupervised Domain Adaptation Methods on Dermoscopic Images Sireesha Chamarthi Katharina Fogelberg Roman C. Maron T. Brinker Julia Niebling OOD 136 2 0 05 Oct 2023
Domain-Adaptive Learning: Unsupervised Adaptation for Histology Images with Improved Loss Function Combination R. Gupta Shounak Das Amit Sethi OOD 192 1 0 29 Sep 2023
Generative Semi-supervised Learning with Meta-Optimized Synthetic SamplesAsian Conference on Machine Learning (ACML), 2023 Shinýa Yamaguchi 212 2 0 28 Sep 2023
Self-Supervised Transformer with Domain Adaptive Reconstruction for General Face Forgery Video Detection Daichi Zhang Zihao Xiao Jianmin Li Shiming Ge CVBM ViT 207 1 0 09 Sep 2023
Learning to In-paint: Domain Adaptive Shape Completion for 3D Organ Segmentation Mingjin Chen Yongkang He Yongyi Lu Zhi-Yi Yang MedIm 202 1 0 17 Aug 2023
FREEDOM: Target Label & Source Data & Domain Information-Free Multi-Source Domain Adaptation for Unsupervised Personalization Eunju Yang Gyusang Cho Chan-Hyun Youn TTA 218 1 0 04 Jul 2023
Transfer: Cross Modality Knowledge Transfer using Adversarial Networks -- A Study on Gesture Recognition Payal Kamboj Ayan Banerjee Sandeep K. S. Gupta 151 1 0 26 Jun 2023
Contrast, Stylize and Adapt: Unsupervised Contrastive Learning Framework for Domain Adaptive Semantic Segmentation Tianyu Li Subhankar Roy Huayi Zhou Hongtao Lu Stéphane Lathuilière 235 15 0 15 Jun 2023
Taxonomy-Structured Domain AdaptationInternational Conference on Machine Learning (ICML), 2023 Tianyi Liu Zihao Xu Hao He Guang-Yuan Hao Guang-He Lee Hao Wang TTA OOD 280 10 0 13 Jun 2023
Is Generative Modeling-based Stylization Necessary for Domain Adaptation in Regression Tasks? Jinman Park Francois Barnard Saad Hossain Sirisha Rambhatla Paul Fieguth OOD 238 0 0 02 Jun 2023
Universal Test-time Adaptation through Weight Ensembling, Diversity Weighting, and Prior CorrectionIEEE Workshop/Winter Conference on Applications of Computer Vision (WACV), 2023 Robert A. Marsden Mario Döbler Bin Yang TTA 298 61 0 01 Jun 2023
Maximizing Information in Domain-Invariant Representation Improves Transfer Learning A. Li Elisa Bertino Xuan-Hong Dang Ankush Singla Yuhai Tu M. Wegman OOD 258 1 0 01 Jun 2023
Diversify Your Vision Datasets with Automatic Diffusion-Based AugmentationNeural Information Processing Systems (NeurIPS), 2023 Lisa Dunlap Alyssa Umino Han Zhang Jiezhi Yang Joseph E. Gonzalez Trevor Darrell DiffM 326 110 0 25 May 2023
Target-Aware Generative Augmentations for Single-Shot AdaptationInternational Conference on Machine Learning (ICML), 2023 Kowshik Thopalli Rakshith Subramanyam Pavan Turaga Jayaraman J. Thiagarajan TTA 143 8 0 22 May 2023
Imbalance-Agnostic Source-Free Domain Adaptation via Avatar Prototype Alignment Hongbin Lin Zhuliang Yu Yifan Zhang Zhen Qiu Shuaicheng Niu Dong Liu Qing Du Yanxia Liu 172 2 0 22 May 2023