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
WIDIn: Wording Image for Domain-Invariant Representation in Single-Source Domain Generalization Jiawei Ma Yulei Niu Shiyuan Huang G. Han Shih-Fu Chang VLM 32 1 0 28 May 2024
Gradually Vanishing Gap in Prototypical Network for Unsupervised Domain Adaptation Shanshan Wang Hao Zhou Xun Yang Zhenwei He Meng Wang Xingyi Zhang Meng Wang 19 0 0 28 May 2024
Empowering Source-Free Domain Adaptation via MLLM-Guided Reliability-Based Curriculum Learning Dongjie Chen Kartik Patwari Zhengfeng Lai S. Cheung Chen-Nee Chuah Chen-Nee Chuah 45 0 0 28 May 2024
Federated Unsupervised Domain Generalization using Global and Local Alignment of Gradients Farhad Pourpanah Mahdiyar Molahasani Milad Soltany Michael A. Greenspan Ali Etemad FedML OOD 81 2 0 25 May 2024
Client2Vec: Improving Federated Learning by Distribution Shifts Aware Client Indexing Yongxin Guo Lin Wang Xiaoying Tang Tao R. Lin FedML OOD 27 0 0 25 May 2024
Feature Protection For Out-of-distribution Generalization Lu Tan Huei Zhou Yinxiang Huang Zeming Zheng Yujiu Yang OODD 36 0 0 25 May 2024
Convergence Behavior of an Adversarial Weak Supervision Method Steven An Sanjoy Dasgupta 18 0 0 25 May 2024
Grounding Stylistic Domain Generalization with Quantitative Domain Shift Measures and Synthetic Scene Images Yiran Luo Joshua Forster Feinglass Tejas Gokhale Kuan-Cheng Lee Chitta Baral Yezhou Yang 32 0 0 24 May 2024
Learning Invariant Causal Mechanism from Vision-Language Models Zeen Song Siyu Zhao Xingyu Zhang Jiangmeng Li Changwen Zheng Wenwen Qiang CML BDL VLM 35 0 0 24 May 2024
Dynamic Mixture of Experts: An Auto-Tuning Approach for Efficient Transformer Models Yongxin Guo Zhenglin Cheng Xiaoying Tang Tao R. Lin Tao Lin MoE 53 7 0 23 May 2024
Rehearsal-free Federated Domain-incremental Learning Rui Sun Haoran Duan Jiahua Dong Varun Ojha Tejal Shah R. Ranjan CLL 43 1 0 22 May 2024
Adapting Large Multimodal Models to Distribution Shifts: The Role of In-Context Learning Guanglin Zhou Zhongyi Han Shiming Chen Biwei Huang Liming Zhu Salman Khan Xin Gao Lina Yao VLM 39 2 0 20 May 2024
Harmonizing Generalization and Personalization in Federated Prompt Learning Tianyu Cui Hongxia Li Jingya Wang Ye-ling Shi FedML VLM 32 8 0 16 May 2024
Cross-Domain Feature Augmentation for Domain Generalization Yingnan Liu Yingtian Zou Rui Qiao Fusheng Liu M. Lee W. Hsu OOD 28 4 0 14 May 2024
Enhanced Online Test-time Adaptation with Feature-Weight Cosine Alignment Weiqin Chuah Ruwan Tennakoon A. Bab-Hadiashar 21 1 0 12 May 2024
Cross-Domain Continual Learning via CLAMP Weiwei Weng Mahardhika Pratama Jie M. Zhang Chen Chen E. Yapp Savitha Ramasamy 23 1 0 12 May 2024
Generalized Cauchy-Schwarz Divergence and Its Deep Learning Applications Mingfei Lu Chenxu Li Shujian Yu Robert Jenssen Badong Chen 27 0 0 07 May 2024
Source-Free Domain Adaptation Guided by Vision and Vision-Language Pre-Training Wenyu Zhang Li Shen Chuan-Sheng Foo VLM TTA 42 4 0 05 May 2024
Adapting to Distribution Shift by Visual Domain Prompt Generation Zhixiang Chi Li Gu Tao Zhong Huan Liu Yuanhao Yu Konstantinos N Plataniotis Yang Wang VLM OOD 31 7 0 05 May 2024
A Self-explaining Neural Architecture for Generalizable Concept Learning Sanchit Sinha Guangzhi Xiong Aidong Zhang 27 1 0 01 May 2024
More is Better: Deep Domain Adaptation with Multiple Sources Sicheng Zhao Hui Chen Hu Huang Pengfei Xu Guiguang Ding 19 5 0 01 May 2024
MetaCoCo: A New Few-Shot Classification Benchmark with Spurious Correlation Min Zhang Haoxuan Li Fei Wu Kun Kuang OODD 19 12 0 30 Apr 2024
Soft Prompt Generation for Domain Generalization Shuanghao Bai Yuedi Zhang Wanqi Zhou Zhirong Luan Badong Chen VLM 34 3 0 30 Apr 2024
An Aggregation-Free Federated Learning for Tackling Data Heterogeneity Yuan Wang Huazhu Fu Renuga Kanagavelu Qingsong Wei Yong Liu Rick Siow Mong Goh FedML 18 29 0 29 Apr 2024
Prompt Customization for Continual Learning Yong Dai Xiaopeng Hong Yabin Wang Zhiheng Ma D. Jiang Yaowei Wang 40 0 0 28 Apr 2024
M3BAT: Unsupervised Domain Adaptation for Multimodal Mobile Sensing with Multi-Branch Adversarial Training L. Meegahapola Hamza Hassoune D. Gática-Pérez 32 9 0 26 Apr 2024
Adversarial Reweighting with $α$ -Power Maximization for Domain Adaptation Xiang Gu Xi Yu Yan Yang Jian Sun Zongben Xu 41 0 0 26 Apr 2024
Training-Free Unsupervised Prompt for Vision-Language Models Sifan Long Linbin Wang Zhen Zhao Zichang Tan Yiming Wu Shengsheng Wang Jingdong Wang VLM VPVLM 36 1 0 25 Apr 2024
Domain Adaptation for Learned Image Compression with Supervised Adapters Alberto Presta Gabriele Spadaro Enzo Tartaglione A. Fiandrotti Marco Grangetto 21 3 0 24 Apr 2024
Adaptive Prompt Learning with Negative Textual Semantics and Uncertainty Modeling for Universal Multi-Source Domain Adaptation Yuxiang Yang L. Wen Yuanyuan Xu Jiliu Zhou Yan Wang VLM 24 1 0 23 Apr 2024
AED-PADA:Improving Generalizability of Adversarial Example Detection via Principal Adversarial Domain Adaptation Heqi Peng Yun-an Wang Ruijie Yang Beichen Li Rui Wang Yuanfang Guo AAML 27 0 0 19 Apr 2024
Adaptive Memory Replay for Continual Learning James Seale Smith Lazar Valkov Shaunak Halbe V. Gutta Rogerio Feris Z. Kira Leonid Karlinsky 31 6 0 18 Apr 2024
Lighter, Better, Faster Multi-Source Domain Adaptation with Gaussian Mixture Models and Optimal Transport Eduardo Fernandes Montesuma Fred-Maurice Ngole-Mboula Antoine Souloumiac OT 13 3 0 16 Apr 2024
PracticalDG: Perturbation Distillation on Vision-Language Models for Hybrid Domain Generalization Zining Chen Weiqiu Wang Zhicheng Zhao Fei Su Aidong Men Hongying Meng VLM 35 7 0 13 Apr 2024
Connecting NeRFs, Images, and Text Francesco Ballerini Pierluigi Zama Ramirez Roberto Mirabella Samuele Salti Luigi Di Stefano 44 4 0 11 Apr 2024
DGMamba: Domain Generalization via Generalized State Space Model Shaocong Long Qianyu Zhou Xiangtai Li Xuequan Lu Chenhao Ying Yuan Luo Lizhuang Ma Shuicheng Yan 49 9 0 11 Apr 2024
FMDA-OT: Federated Multi-source Domain Adaptation Through Optimal Transport Omar Ghannou Younès Bennani 16 0 0 09 Apr 2024
Anchor-based Robust Finetuning of Vision-Language Models Jinwei Han Zhiwen Lin Zhongyi Sun Yingguo Gao Ke Yan Shouhong Ding Yuan Gao Gui-Song Xia VLM 57 6 0 09 Apr 2024
Privacy Preserving Prompt Engineering: A Survey Kennedy Edemacu Xintao Wu 39 18 0 09 Apr 2024
CDAD-Net: Bridging Domain Gaps in Generalized Category Discovery Sai Bhargav Rongali Sarthak Mehrotra Ankit Jha C. MohamadHassanN Shirsha Bose Tanisha Gupta Mainak Singha Biplab Banerjee 38 2 0 08 Apr 2024
GvT: A Graph-based Vision Transformer with Talking-Heads Utilizing Sparsity, Trained from Scratch on Small Datasets Dongjing Shan guiqiang chen ViT 37 0 0 07 Apr 2024
Vision Transformers in Domain Adaptation and Generalization: A Study of Robustness Shadi Alijani Jamil Fayyad H. Najjaran OOD 27 1 0 05 Apr 2024
Measuring Style Similarity in Diffusion Models Gowthami Somepalli Anubhav Gupta Kamal Gupta Shramay Palta Micah Goldblum Jonas Geiping Abhinav Shrivastava Tom Goldstein EGVM 45 35 0 01 Apr 2024
Lipsum-FT: Robust Fine-Tuning of Zero-Shot Models Using Random Text Guidance G. Nam Byeongho Heo Juho Lee VLM 29 5 0 01 Apr 2024
Unknown Prompt, the only Lacuna: Unveiling CLIP's Potential for Open Domain Generalization Mainak Singha Ankit Jha Shirsha Bose Ashwin Nair Moloud Abdar Biplab Banerjee VLM 35 10 0 31 Mar 2024
InfLoRA: Interference-Free Low-Rank Adaptation for Continual Learning Yan-Shuo Liang Wu-Jun Li CLL 32 39 0 30 Mar 2024
Learning CNN on ViT: A Hybrid Model to Explicitly Class-specific Boundaries for Domain Adaptation Ba-Hung Ngo Nhat-Tuong Do-Tran Tuan-Ngoc Nguyen Hae-Gon Jeon Tae Jong Choi 19 5 0 27 Mar 2024
On the Benefits of Over-parameterization for Out-of-Distribution Generalization Yifan Hao Yong Lin Difan Zou Tong Zhang OODD OOD 28 4 0 26 Mar 2024
DPStyler: Dynamic PromptStyler for Source-Free Domain Generalization Yunlong Tang Yuxuan Wan Lei Qi Xin Geng VLM 31 4 0 25 Mar 2024
A Multimodal Approach for Cross-Domain Image Retrieval Lucas Iijima Tania Stathaki 29 1 0 22 Mar 2024