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Generate To Adapt: Aligning Domains using Generative Adversarial Networks

6 April 2017

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

50 / 337 papers shown

Title
GeoNet: Benchmarking Unsupervised Adaptation across GeographiesComputer Vision and Pattern Recognition (CVPR), 2023 Tarun Kalluri Wangdong Xu Manmohan Chandraker OOD 179 18 0 27 Mar 2023
Unsupervised Domain Adaptation for Training Event-Based Networks Using Contrastive Learning and Uncorrelated ConditioningIEEE International Conference on Computer Vision (ICCV), 2023 Dayuan Jian Mohammad Rostami 148 19 0 22 Mar 2023
Synthetic-to-Real Domain Adaptation for Action Recognition: A Dataset and Baseline PerformancesIEEE International Conference on Robotics and Automation (ICRA), 2023 Arun V. Reddy Ketul Shah William Paul Rohita Mocharla Judy Hoffman Kapil D. Katyal Dinesh Manocha Celso M. de Melo Ramalingam Chellappa 151 28 0 17 Mar 2023
In Search for a Generalizable Method for Source Free Domain AdaptationInternational Conference on Machine Learning (ICML), 2023 Malik Boudiaf Tom Denton B. V. Merrienboer Vincent Dumoulin Eleni Triantafillou TTA 224 22 0 13 Feb 2023
AIDA: Legal Judgment Predictions for Non-Professional Fact Descriptions via Partial-and-Imbalanced Domain Adaptation Guangyi Xiao Xinlong Liu Hao Chen J. Guo Zhiguo Gong 158 1 0 12 Feb 2023
Domain-Indexing Variational Bayes: Interpretable Domain Index for Domain AdaptationInternational Conference on Learning Representations (ICLR), 2023 Zihao Xu Guang-Yuan Hao Hao He Hao Wang 639 23 0 06 Feb 2023
Crucial Semantic Classifier-based Adversarial Learning for Unsupervised Domain AdaptationIEEE International Joint Conference on Neural Network (IJCNN), 2023 Yumin Zhang Yajun Gao Hongliu Li Ating Yin Duzhen Zhang Xiuyi Chen 151 0 0 03 Feb 2023
Class Overwhelms: Mutual Conditional Blended-Target Domain AdaptationAAAI Conference on Artificial Intelligence (AAAI), 2023 P. Xu Boyu Wang Charles Ling 251 11 0 03 Feb 2023
Open-Set Multi-Source Multi-Target Domain Adaptation Rohit Lal Arihant Gaur Aadhithya Iyer Muhammed Abdullah Shaikh Ritik Agrawal 204 1 0 02 Feb 2023
Robust Meta Learning for Image based tasks Peng-Tao Jiang Xin Ke Zifeng Wang Chunxi Li OOD UQCV VLM 463 0 0 30 Jan 2023
CDA: Contrastive-adversarial Domain Adaptation Nishant Yadav M. Alam Ahmed K. Farahat Dipanjan Ghosh Chetan Gupta A. Ganguly 120 3 0 10 Jan 2023
PASTA: Proportional Amplitude Spectrum Training Augmentation for Syn-to-Real Domain GeneralizationIEEE International Conference on Computer Vision (ICCV), 2022 Prithvijit Chattopadhyay Kartik Sarangmath Vivek Vijaykumar Judy Hoffman 369 47 0 02 Dec 2022
DigGAN: Discriminator gradIent Gap Regularization for GAN Training with Limited DataNeural Information Processing Systems (NeurIPS), 2022 Tiantian Fang Tian Ding Alex Schwing GAN 146 23 0 27 Nov 2022
Robust Mean Teacher for Continual and Gradual Test-Time AdaptationComputer Vision and Pattern Recognition (CVPR), 2022 Mario Döbler Robert A. Marsden Bin Yang OOD TTA 259 118 0 23 Nov 2022
Modeling Hierarchical Structural Distance for Unsupervised Domain Adaptation Yingxue Xu Guihua Wen Yang Hu Pei Yang OT 262 6 0 21 Nov 2022
PartCom: Part Composition Learning for 3D Open-Set RecognitionInternational Journal of Computer Vision (IJCV), 2022 Tingyu Weng Junhao Xiao Haiyong Jiang 3DPC 114 5 0 20 Nov 2022
AdaTriplet-RA: Domain Matching via Adaptive Triplet and Reinforced Attention for Unsupervised Domain AdaptationSignal processing. Image communication (SPIC), 2022 Xinyao Shu Shiyang Yan Zhenyu Lu Xinshao Wang Yuan Xie 186 2 0 16 Nov 2022
Unsupervised Domain Adaptation Based on the Predictive Uncertainty of ModelsNeurocomputing (Neurocomputing), 2022 JoonHo Lee Gyemin Lee 136 16 0 16 Nov 2022
Adversarial and Random Transformations for Robust Domain Adaptation and GeneralizationItalian National Conference on Sensors (INS), 2022 Liang Xiao Jiaolong Xu Dawei Zhao Erke Shang Qi Zhu Bin Dai OOD 217 6 0 13 Nov 2022
Unsupervised Model Adaptation for Source-free Segmentation of Medical Images Serban Stan Mohammad Rostami OOD 229 24 0 02 Nov 2022
Single-Shot Domain Adaptation via Target-Aware Generative AugmentationIEEE International Conference on Acoustics, Speech, and Signal Processing (ICASSP), 2022 Rakshith Subramanyam Kowshik Thopalli Spring Berman Pavan Turaga Jayaraman J. Thiagarajan TTA 150 1 0 29 Oct 2022
On Fine-Tuned Deep Features for Unsupervised Domain AdaptationIEEE International Joint Conference on Neural Network (IJCNN), 2022 Qian Wang T. Breckon 145 4 0 25 Oct 2022
Using Language to Extend to Unseen DomainsInternational Conference on Learning Representations (ICLR), 2022 Lisa Dunlap Clara Mohri Devin Guillory Han Zhang Trevor Darrell Joseph E. Gonzalez Aditi Raghunanthan Anja Rohrbach VLM 528 46 0 18 Oct 2022
Deep Clustering: A Comprehensive SurveyIEEE Transactions on Neural Networks and Learning Systems (TNNLS), 2022 Yazhou Ren Jingyu Pu Zhimeng Yang Jie Xu Guofeng Li X. Pu Philip S. Yu Lifang He HAI 266 181 0 09 Oct 2022
Increasing Model Generalizability for Unsupervised Domain Adaptation Mohammad Rostami 183 4 0 29 Sep 2022
TeST: Test-time Self-Training under Distribution ShiftIEEE Workshop/Winter Conference on Applications of Computer Vision (WACV), 2022 Samarth Sinha Peter V. Gehler Francesco Locatello Bernt Schiele TTA OOD 223 34 0 23 Sep 2022
Deep Domain Adaptation for Detecting Bomb Craters in Aerial ImagesHawaii International Conference on System Sciences (HICSS), 2022 Marco Geiger Dominik Martin Niklas Kühl 139 3 0 22 Sep 2022
Consecutive Knowledge Meta-Adaptation Learning for Unsupervised Medical DiagnosisKnowledge-Based Systems (KBS), 2022 Yumin Zhang Yawen Hou Xiuyi Chen Hongyuan Yu Long Xia CLL OOD 198 3 0 21 Sep 2022
Viewer-Centred Surface Completion for Unsupervised Domain Adaptation in 3D Object DetectionIEEE International Conference on Robotics and Automation (ICRA), 2022 Darren Tsai J. S. Berrio Mao Shan E. Nebot Stewart Worrall 3DPC 221 14 0 14 Sep 2022
Constraining Pseudo-label in Self-training Unsupervised Domain Adaptation with Energy-based ModelInternational Journal of Intelligent Systems (IJIS), 2022 Lingsheng Kong Bo Hu Xiongchang Liu Jun Lu Jane You Xiaofeng Liu 211 13 0 26 Aug 2022
Subtype-Aware Dynamic Unsupervised Domain AdaptationIEEE Transactions on Neural Networks and Learning Systems (TNNLS), 2022 Xiaofeng Liu Fangxu Xing Jane You Jun Lu C.-C. Jay Kuo Xiaofeng Liu Jonghye Woo OOD 282 9 0 16 Aug 2022
Deep Unsupervised Domain Adaptation: A Review of Recent Advances and PerspectivesAPSIPA Transactions on Signal and Information Processing (TASIP), 2022 Xiaofeng Liu Chaehwa Yoo Fangxu Xing Hyejin Oh Xiaofeng Liu Je-Won Kang Jonghye Woo OOD 229 276 0 15 Aug 2022
Three New Validators and a Large-Scale Benchmark Ranking for Unsupervised Domain Adaptation Kevin Musgrave Serge Belongie Ser-Nam Lim ALM 250 10 0 15 Aug 2022
Joint Attention-Driven Domain Fusion and Noise-Tolerant Learning for Multi-Source Domain Adaptation Tong Xu Lin Wang Wu Ning Chunyan Lyu Kejun Wang Chenhui Wang 171 0 0 05 Aug 2022
Cluster-to-adapt: Few Shot Domain Adaptation for Semantic Segmentation across Disjoint Labels Tarun Kalluri Manmohan Chandraker VLM 147 14 0 04 Aug 2022
Unsupervised Domain Adaptation for Video Transformers in Action RecognitionInternational Conference on Pattern Recognition (ICPR), 2022 Victor G. Turrisi da Costa Giacomo Zara Paolo Rota Thiago Oliveira-Santos Andrii Zadaianchuk Vittorio Murino Elisa Ricci 161 17 0 26 Jul 2022
Prototype-Guided Continual Adaptation for Class-Incremental Unsupervised Domain AdaptationEuropean Conference on Computer Vision (ECCV), 2022 Hongbin Lin Yifan Zhang Zhen Qiu Shuaicheng Niu Chuang Gan Yanxia Liu Zhuliang Yu CLL 187 51 0 22 Jul 2022
Unsupervised Domain Adaptation through Shape Modeling for Medical Image SegmentationInternational Conference on Medical Imaging with Deep Learning (MIDL), 2022 Xingtai Lv Fengze Liu Zongwei Zhou Yan Wang Wei Shen Yaoyao Liu Yongyi Lu OOD 222 14 0 06 Jul 2022
UniDAformer: Unified Domain Adaptive Panoptic Segmentation Transformer via Hierarchical Mask CalibrationComputer Vision and Pattern Recognition (CVPR), 2022 Jingyi Zhang Jiaxing Huang Xiaoqin Zhang Shijian Lu 251 9 0 30 Jun 2022
Slimmable Domain AdaptationComputer Vision and Pattern Recognition (CVPR), 2022 Rang Meng Weijie Chen Shicai Yang Mingli Song Luojun Lin Di Xie Shiliang Pu Xinchao Wang Weilong Dai Yueting Zhuang 140 16 0 14 Jun 2022
FHIST: A Benchmark for Few-shot Classification of Histological Images Fereshteh Shakeri Malik Boudiaf S. Mohammadi Ivaxi Sheth Mohammad Havaei Ismail Ben Ayed Samira Ebrahimi Kahou OOD VLM 169 28 0 31 May 2022
Variational Transfer Learning using Cross-Domain Latent Modulation Jinyong Hou Jeremiah D. Deng Stephen Cranefield Xuejie Din DRL 167 1 0 31 May 2022
Unsupervised Structure-Texture Separation Network for Oracle Character RecognitionIEEE Transactions on Image Processing (IEEE TIP), 2022 Mei Wang Weihong Deng Chenguang Liu 187 43 0 13 May 2022
Heterogeneous Domain Adaptation with Adversarial Neural Representation Learning: Experiments on E-Commerce and CybersecurityIEEE Transactions on Pattern Analysis and Machine Intelligence (TPAMI), 2022 Mohammadreza Ebrahimi Yidong Chai Hao Helen Zhang Hsinchun Chen 122 14 0 05 May 2022
Jacobian Norm for Unsupervised Source-Free Domain Adaptation Weikai Li Meng Cao Songcan Chen 166 8 0 07 Apr 2022
From Big to Small: Adaptive Learning to Partial-Set DomainsIEEE Transactions on Pattern Analysis and Machine Intelligence (TPAMI), 2022 Zhangjie Cao Kaichao You Ziyang Zhang Jianmin Wang Mingsheng Long CLL 160 32 0 14 Mar 2022
Robust Local Preserving and Global Aligning Network for Adversarial Domain AdaptationIEEE Transactions on Knowledge and Data Engineering (TKDE), 2022 Jingyao Wang Jiangmeng Li C. Zheng Fuchun Sun Hui Xiong 111 30 0 08 Mar 2022
Global-Local Regularization Via Distributional RobustnessInternational Conference on Artificial Intelligence and Statistics (AISTATS), 2022 Hoang Phan Trung Le Trung-Nghia Phung Tu Bui Nhat Ho Dinh Q. Phung OOD 247 15 0 01 Mar 2022
BP-Triplet Net for Unsupervised Domain Adaptation: A Bayesian PerspectivePattern Recognition (Pattern Recogn.), 2022 Shanshan Wang Lei Zhang Pichao Wang 142 29 0 19 Feb 2022
Positive-Unlabeled Domain AdaptationInternational Conference on Data Science and Advanced Analytics (DSAA), 2022 Jonas Sonntag Gunnar Behrens Lars Schmidt-Thieme 187 3 0 11 Feb 2022