Moment Matching for Multi-Source Domain Adaptation

4 December 2018

Papers citing "Moment Matching for Multi-Source Domain Adaptation"

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Title
SPEED+: Next-Generation Dataset for Spacecraft Pose Estimation across Domain Gap T. Park Marcus Märtens Gurvan Lécuyer Dario Izzo Simone DÁmico 27 81 0 06 Oct 2021
Test-time Batch Statistics Calibration for Covariate Shift Fuming You Jingjing Li Zhou Zhao OOD 15 54 0 06 Oct 2021
Instrumental Variable-Driven Domain Generalization with Unobserved Confounders Junkun Yuan Xu Ma Ruoxuan Xiong Mingming Gong Xiangyu Liu Fei Wu Lanfen Lin Kun Kuang OOD CML 18 11 0 04 Oct 2021
Seeking Similarities over Differences: Similarity-based Domain Alignment for Adaptive Object Detection Farzaneh Rezaeianaran Rakshith Shetty Rahaf Aljundi Daniel Olmeda Reino Shanshan Zhang Bernt Schiele OOD 52 77 0 04 Oct 2021
Domain-Specific Bias Filtering for Single Labeled Domain Generalization Junkun Yuan Xu Ma Defang Chen Kun Kuang Fei Wu Lanfen Lin 40 23 0 02 Oct 2021
Disentangled Feature Representation for Few-shot Image Classification Hao Cheng Yufei Wang Haoliang Li Alex C. Kot B. Wen 53 26 0 26 Sep 2021
Multi-source Few-shot Domain Adaptation Xiangyu Yue Zangwei Zheng Colorado Reed Hari Prasanna Das Kurt Keutzer Alberto L. Sangiovanni-Vincentelli 25 12 0 25 Sep 2021
Multi-Source Video Domain Adaptation with Temporal Attentive Moment Alignment Yuecong Xu Jianfei Yang Haozhi Cao Keyu Wu Min-man Wu Rui Zhao Zhenghua Chen TTA 19 22 0 21 Sep 2021
S $^3$ VAADA: Submodular Subset Selection for Virtual Adversarial Active Domain Adaptation Harsh Rangwani Arihant Jain Sumukh K Aithal R. Venkatesh Babu TTA 31 29 0 18 Sep 2021
CDTrans: Cross-domain Transformer for Unsupervised Domain Adaptation Tongkun Xu Weihua Chen Pichao Wang Fan Wang Hao Li R. L. Jin ViT 44 215 0 13 Sep 2021
Variational Disentanglement for Domain Generalization Yufei Wang Haoliang Li Hao Cheng Bihan Wen Lap-Pui Chau Alex C. Kot OOD DRL 22 24 0 13 Sep 2021
No True State-of-the-Art? OOD Detection Methods are Inconsistent across Datasets Fahim Tajwar Ananya Kumar Sang Michael Xie Percy Liang OODD 19 21 0 12 Sep 2021
Cross-Site Severity Assessment of COVID-19 from CT Images via Domain Adaptation Gengxin Xu Chen Liu Jun Liu Z. Ding F. Shi ... Xiaoming Li Ying Wei Yaozong Gao Chuan-Xian Ren D. Shen OOD 16 36 0 08 Sep 2021
Fishr: Invariant Gradient Variances for Out-of-Distribution Generalization Alexandre Ramé Corentin Dancette Matthieu Cord OOD 35 204 0 07 Sep 2021
Improving Transferability of Domain Adaptation Networks Through Domain Alignment Layers Lucas Fernando Alvarenga e Silva Daniel Carlos Guimarães Pedronette F. Faria João Paulo Papa Jurandy Almeida 9 5 0 06 Sep 2021
Towards Out-Of-Distribution Generalization: A Survey Jiashuo Liu Zheyan Shen Yue He Xingxuan Zhang Renzhe Xu Han Yu Peng Cui CML OOD 29 515 0 31 Aug 2021
SHIFT15M: Fashion-specific dataset for set-to-set matching with several distribution shifts Masanari Kimura Takuma Nakamura Yuki Saito OOD 31 3 0 30 Aug 2021
Reiterative Domain Aware Multi-Target Adaptation Sudipan Saha Shan Zhao Nasrullah Sheikh Xiao Xiang Zhu 21 1 0 26 Aug 2021
Tune it the Right Way: Unsupervised Validation of Domain Adaptation via Soft Neighborhood Density Kuniaki Saito Donghyun Kim Piotr Teterwak Stan Sclaroff Trevor Darrell Kate Saenko 32 52 0 24 Aug 2021
Meta Self-Learning for Multi-Source Domain Adaptation: A Benchmark Shuhao Qiu Chuang Zhu Wenli Zhou VLM OOD 11 8 0 24 Aug 2021
Personalised Federated Learning: A Combinational Approach Sone Kyaw Pye Han Yu FedML 8 5 0 22 Aug 2021
Exploring Data Aggregation and Transformations to Generalize across Visual Domains Antono DÍnnocente OOD 25 0 0 20 Aug 2021
Universal Cross-Domain Retrieval: Generalizing Across Classes and Domains Soumava Paul Titir Dutta Soma Biswas 12 13 0 18 Aug 2021
Federated Multi-Target Domain Adaptation Chun-Han Yao Boqing Gong Yin Cui Qi Yukun Zhu Ming-Hsuan Yang OOD FedML 11 63 0 17 Aug 2021
Learning Transferable Parameters for Unsupervised Domain Adaptation Zhongyi Han Haoliang Sun Yilong Yin OOD 19 45 0 13 Aug 2021
Semantic Concentration for Domain Adaptation Shuang Li Mixue Xie Fangrui Lv Chi Harold Liu Jian Liang C. Qin Wei Li 52 87 0 12 Aug 2021
Few-shot Unsupervised Domain Adaptation with Image-to-class Sparse Similarity Encoding Sheng Huang Wanqi Yang Lei Wang Luping Zhou Ming Yang 25 8 0 06 Aug 2021
Unsupervised Domain Adaptation for Retinal Vessel Segmentation with Adversarial Learning and Transfer Normalization Wei Feng Lie Ju Lin Wang Kaimin Song Xin Wang Xin Zhao Qingyi Tao Z. Ge OOD MedIm 13 4 0 04 Aug 2021
T-SVDNet: Exploring High-Order Prototypical Correlations for Multi-Source Domain Adaptation Ruihuang Li Xu Jia Jianzhong He Shuaijun Chen Q. Hu 16 35 0 30 Jul 2021
VisDA-2021 Competition Universal Domain Adaptation to Improve Performance on Out-of-Distribution Data D. Bashkirova Dan Hendrycks Donghyun Kim Samarth Mishra Kate Saenko Kuniaki Saito Piotr Teterwak Ben Usman OOD 8 19 0 23 Jul 2021
Compositional Models: Multi-Task Learning and Knowledge Transfer with Modular Networks A. Zhmoginov D. Bashkirova Mark Sandler KELM 11 2 0 23 Jul 2021
Domain Adaptation without Model Transferring Kunhong Wu Yucheng Shi Yahong Han Yunfeng Shao Bingshuai Li Qi Tian OOD 12 0 0 21 Jul 2021
A Channel Coding Benchmark for Meta-Learning Rui Li Ondrej Bohdal Rajesh K. Mishra Hyeji Kim Da Li Nicholas D. Lane Timothy M. Hospedales 14 9 0 15 Jul 2021
Context-Conditional Adaptation for Recognizing Unseen Classes in Unseen Domains Puneet Mangla Shivam Chandhok V. Balasubramanian F. Khan VLM OOD 24 4 0 15 Jul 2021
Semi-Supervised Hypothesis Transfer for Source-Free Domain Adaptation Ning Ma Jiajun Bu Lixian Lu Jun Wen Zhen Zhang Sheng Zhou Xifeng Yan TTA 124 5 0 14 Jul 2021
Uncertainty-Guided Mixup for Semi-Supervised Domain Adaptation without Source Data Ning Ma Jiajun Bu Zhen Zhang Sheng Zhou TTA 16 13 0 14 Jul 2021
Towards Unsupervised Domain Generalization Xingxuan Zhang Linjun Zhou Renzhe Xu Peng Cui Zheyan Shen Haoxin Liu OOD AI4CE 20 49 0 13 Jul 2021
Fast Batch Nuclear-norm Maximization and Minimization for Robust Domain Adaptation Shuhao Cui Shuhui Wang Junbao Zhuo Liang Li Qingming Huang Qi Tian 53 24 0 13 Jul 2021
Structured Latent Embeddings for Recognizing Unseen Classes in Unseen Domains Shivam Chandhok Sanath Narayan Hisham Cholakkal Rao Muhammad Anwer V. Balasubramanian F. Khan Ling Shao 10 6 0 12 Jul 2021
Learning Invariant Representation with Consistency and Diversity for Semi-supervised Source Hypothesis Transfer Xiaodong Wang Junbao Zhuo Shuhao Cui Shuhui Wang 14 6 0 07 Jul 2021
Embracing the Dark Knowledge: Domain Generalization Using Regularized Knowledge Distillation Yufei Wang Haoliang Li Lap-pui Chau Alex C. Kot FedML 13 40 0 06 Jul 2021
Distance-based Hyperspherical Classification for Multi-source Open-Set Domain Adaptation S. Bucci Francesco Cappio Borlino Barbara Caputo Tatiana Tommasi VLM 19 14 0 05 Jul 2021
MixStyle Neural Networks for Domain Generalization and Adaptation Kaiyang Zhou Yongxin Yang Yu Qiao Tao Xiang OOD TTA 15 76 0 05 Jul 2021
CLDA: Contrastive Learning for Semi-Supervised Domain Adaptation Ankit Singh 23 108 0 30 Jun 2021
Multi-Source domain adaptation via supervised contrastive learning and confident consistency regularization Marin Scalbert Maria Vakalopoulou Florent Couzinié-Devy 6 19 0 30 Jun 2021
Multi-Source Domain Adaptation for Object Detection Xingxu Yao Sicheng Zhao Pengfei Xu Jufeng Yang ObjD 10 44 0 30 Jun 2021
Domain Conditional Predictors for Domain Adaptation João Monteiro Xavier Gibert Jianqiao Feng Vincent Dumoulin Dar-Shyang Lee OOD TTA AI4CE 12 5 0 25 Jun 2021
Secure Domain Adaptation with Multiple Sources Serban Stan Mohammad Rostami 25 13 0 23 Jun 2021
ToAlign: Task-oriented Alignment for Unsupervised Domain Adaptation Guoqiang Wei Cuiling Lan Wenjun Zeng Zhizheng Zhang Zhibo Chen 20 59 0 21 Jun 2021
Practical Transferability Estimation for Image Classification Tasks Yang Tan Yang Li Shao-Lun Huang OT 25 3 0 19 Jun 2021