Moment Matching for Multi-Source Domain Adaptation

4 December 2018

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

50 / 1,085 papers shown

Title
FedRSU: Federated Learning for Scene Flow Estimation on Roadside Units Shaoheng Fang Rui Ye Wenhao Wang Zuhong Liu Yuxiao Wang Yafei Wang Siheng Chen Yanfeng Wang 36 1 0 23 Jan 2024
AdaEmbed: Semi-supervised Domain Adaptation in the Embedding Space A. Mottaghi Mohammad Abdullah Jamal Serena Yeung Omid Mohareri 28 0 0 23 Jan 2024
Adaptive Betweenness Clustering for Semi-Supervised Domain Adaptation Jichang Li Guanbin Li Yizhou Yu 41 12 0 21 Jan 2024
Divide and not forget: Ensemble of selectively trained experts in Continual Learning Grzegorz Rype'sć Sebastian Cygert Valeriya Khan Tomasz Trzciñski Bartosz Zieliñski Bartlomiej Twardowski CLL 24 28 0 18 Jan 2024
Scalable Pre-training of Large Autoregressive Image Models Alaaeldin El-Nouby Michal Klein Shuangfei Zhai Miguel Angel Bautista Alexander Toshev Vaishaal Shankar J. Susskind Armand Joulin VLM 20 71 0 16 Jan 2024
Un-Mixing Test-Time Normalization Statistics: Combatting Label Temporal Correlation Devavrat Tomar Guillaume Vray Jean-Philippe Thiran Behzad Bozorgtabar 38 3 0 16 Jan 2024
Direct Distillation between Different Domains Jialiang Tang Shuo Chen Gang Niu Hongyuan Zhu Joey Tianyi Zhou Chen Gong Masashi Sugiyama 47 3 0 12 Jan 2024
Learning Generalizable Models via Disentangling Spurious and Enhancing Potential Correlations Na Wang Lei Qi Jintao Guo Yinghuan Shi Yang Gao OOD 27 4 0 11 Jan 2024
D3GU: Multi-Target Active Domain Adaptation via Enhancing Domain Alignment Lin Zhang Linghan Xu Saman Motamed Shayok Chakraborty Fernando De la Torre 32 4 0 10 Jan 2024
Meta-forests: Domain generalization on random forests with meta-learning Yuyang Sun Panagiotis Kosmas 27 1 0 09 Jan 2024
Preserving Silent Features for Domain Generalization Chujie Zhao Tianren Zhang Feng Chen 23 0 0 06 Jan 2024
Plug-and-Play Transformer Modules for Test-Time Adaptation Xiangyu Chang Sk. Miraj Ahmed S. Krishnamurthy Başak Güler A. Swami Samet Oymak A. Roy-Chowdhury 25 0 0 06 Jan 2024
Multi-Source Collaborative Gradient Discrepancy Minimization for Federated Domain Generalization Yikang Wei Yahong Han 63 8 0 05 Jan 2024
Multi-Source Domain Adaptation with Transformer-based Feature Generation for Subject-Independent EEG-based Emotion Recognition Shadi Sartipi Müjdat Çetin 15 1 0 04 Jan 2024
De-Confusing Pseudo-Labels in Source-Free Domain Adaptation I. Diamant Amir Rosenfeld Idan Achituve Jacob Goldberger Arnon Netzer 26 1 0 03 Jan 2024
Relating Events and Frames Based on Self-Supervised Learning and Uncorrelated Conditioning for Unsupervised Domain Adaptation Mohammad Rostami Dayuan Jian 24 0 0 02 Jan 2024
Diversity-aware Buffer for Coping with Temporally Correlated Data Streams in Online Test-time Adaptation Mario Döbler Florian Marencke Robert A. Marsden Bin Yang TTA 19 2 0 02 Jan 2024
Unsupervised Federated Domain Adaptation for Segmentation of MRI Images Navapat Nananukul Hamid Soltanian-zadeh Mohammad Rostami 24 0 0 02 Jan 2024
Efficient Multi-domain Text Recognition Deep Neural Network Parameterization with Residual Adapters Jiayou Chao Wei Zhu 29 0 0 01 Jan 2024
SynCDR : Training Cross Domain Retrieval Models with Synthetic Data Samarth Mishra Carlos D. Castillo Hongcheng Wang Kate Saenko Venkatesh Saligrama 51 1 0 31 Dec 2023
Mixture Data for Training Cannot Ensure Out-of-distribution Generalization Songming Zhang Yuxiao Luo Qizhou Wang Haoang Chi Xiaofeng Chen Bo Han Jinyan Li OODD 30 0 0 25 Dec 2023
Revisiting Knowledge Distillation under Distribution Shift Songming Zhang Ziyu Lyu Xiaofeng Chen 24 1 0 25 Dec 2023
Less or More From Teacher: Exploiting Trilateral Geometry For Knowledge Distillation Chengming Hu Haolun Wu Xuan Li Chen-li Ma Xi Chen Jun Yan Boyu Wang Xue Liu 27 3 0 22 Dec 2023
Fed-CO2: Cooperation of Online and Offline Models for Severe Data Heterogeneity in Federated Learning Zhongyi Cai Ye-ling Shi Wei Huang Jingya Wang FedML 24 4 0 21 Dec 2023
AdvST: Revisiting Data Augmentations for Single Domain Generalization Guangtao Zheng Mengdi Huai Aidong Zhang 30 14 0 20 Dec 2023
H-ensemble: An Information Theoretic Approach to Reliable Few-Shot Multi-Source-Free Transfer Yanru Wu Jianning Wang Weida Wang Yang Li 8 3 0 19 Dec 2023
SCoTTi: Save Computation at Training Time with an adaptive framework Ziyu Li Enzo Tartaglione Van-Tam Nguyen 31 0 0 19 Dec 2023
ProS: Prompting-to-simulate Generalized knowledge for Universal Cross-Domain Retrieval Kaipeng Fang Jingkuan Song Lianli Gao Pengpeng Zeng Zhi-Qi Cheng Xiyao Li Hengtao Shen VLM 25 10 0 19 Dec 2023
Fusing Conditional Submodular GAN and Programmatic Weak Supervision Kumar Shubham Pranav Sastry AP Prathosh 19 1 0 16 Dec 2023
Test-Time Domain Adaptation by Learning Domain-Aware Batch Normalization Yanan Wu Zhixiang Chi Yang Wang Konstantinos N. Plataniotis Songhe Feng OOD 19 16 0 15 Dec 2023
Read Between the Layers: Leveraging Multi-Layer Representations for Rehearsal-Free Continual Learning with Pre-Trained Models Kyra Ahrens Hans Hergen Lehmann Jae Hee Lee Stefan Wermter CLL 26 7 0 13 Dec 2023
Subject-Based Domain Adaptation for Facial Expression Recognition Muhammad Osama Zeeshan Haseeb Aslam Soufiane Belharbi A. L. Koerich M. Pedersoli Simon L Bacon Eric Granger 25 3 0 09 Dec 2023
Multi-source domain adaptation for regression Yujie Wu Giovanni Parmigiani Boyu Ren 17 1 0 09 Dec 2023
Cross Domain Generative Augmentation: Domain Generalization with Latent Diffusion Models S. Hemati Mahdi Beitollahi A. Estiri Bassel Al Omari Xi Chen Guojun Zhang 12 6 0 08 Dec 2023
Open Domain Generalization with a Single Network by Regularization Exploiting Pre-trained Features Inseop Chung Kiyoon Yoo Nojun Kwak VLM 14 0 0 08 Dec 2023
Combining inherent knowledge of vision-language models with unsupervised domain adaptation through self-knowledge distillation Thomas Westfechtel Dexuan Zhang Tatsuya Harada VLM 26 2 0 07 Dec 2023
Complementary Benefits of Contrastive Learning and Self-Training Under Distribution Shift Saurabh Garg Amrith Rajagopal Setlur Zachary Chase Lipton Sivaraman Balakrishnan Virginia Smith Aditi Raghunathan SSL 27 6 0 06 Dec 2023
SEVA: Leveraging sketches to evaluate alignment between human and machine visual abstraction Kushin Mukherjee Holly Huey Xuanchen Lu Yael Vinker Rio Aguina-Kang Ariel Shamir Judith E. Fan 27 11 0 05 Dec 2023
Wild-Tab: A Benchmark For Out-Of-Distribution Generalization In Tabular Regression Sergey Kolesnikov CML OOD 12 4 0 04 Dec 2023
Disentangling the Effects of Data Augmentation and Format Transform in Self-Supervised Learning of Image Representations N. Kalibhat Warren Morningstar Alex Bijamov Luyang Liu Karan Singhal Philip Mansfield 23 2 0 02 Dec 2023
Benchmarking Multi-Domain Active Learning on Image Classification Jiayi Li Rohan Taori Tatsunori Hashimoto VLM 32 0 0 01 Dec 2023
FediOS: Decoupling Orthogonal Subspaces for Personalization in Feature-skew Federated Learning Lingzhi Gao Zexi Li Yang Lu Chao Wu 34 6 0 30 Nov 2023
Continual Learning with Low Rank Adaptation Martin Wistuba Prabhu Teja Sivaprasad Lukas Balles Giovanni Zappella CLL 26 11 0 29 Nov 2023
CLAP: Isolating Content from Style through Contrastive Learning with Augmented Prompts Yichao Cai Yuhang Liu Zhen Zhang Javen Qinfeng Shi CLIP VLM 24 5 0 28 Nov 2023
Aligning Non-Causal Factors for Transformer-Based Source-Free Domain Adaptation Sunandini Sanyal Ashish Ramayee Asokan Suvaansh Bhambri YM Pradyumna Akshay Ravindra Kulkarni Jogendra Nath Kundu R. V. Babu CML 30 2 0 27 Nov 2023
Source-Free Domain Adaptation with Frozen Multimodal Foundation Model Song Tang Wenxin Su Mao Ye Xiatian Zhu VLM 25 21 0 27 Nov 2023
KOPPA: Improving Prompt-based Continual Learning with Key-Query Orthogonal Projection and Prototype-based One-Versus-All Quyen Tran Lam C. Tran Khoat Than Toan M. Tran Dinh Q. Phung Trung Le VLM 37 6 0 26 Nov 2023
One-bit Supervision for Image Classification: Problem, Solution, and Beyond Hengtong Hu Lingxi Xie Xinyue Huo Richang Hong Qi Tian SSL 20 2 0 26 Nov 2023
Choosing Wisely and Learning Deeply: Selective Cross-Modality Distillation via CLIP for Domain Generalization Jixuan Leng Yijiang Li Haohan Wang VLM 29 0 0 26 Nov 2023
Robust Domain Misinformation Detection via Multi-modal Feature Alignment Hui Liu Wenya Wang Hao Sun Anderson de Rezende Rocha Haoliang Li 41 11 0 24 Nov 2023