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
Mixture of Experts Made Personalized: Federated Prompt Learning for Vision-Language Models Jun Luo C. L. P. Chen Shandong Wu FedML VLM MoE 36 3 0 14 Oct 2024
Enhancing Federated Domain Adaptation with Multi-Domain Prototype-Based Federated Fine-Tuning Jingyuan Zhang Yiyang Duan Shuaicheng Niu Yang Cao Wei Yang Bryan Lim 20 1 0 10 Oct 2024
QT-DoG: Quantization-aware Training for Domain Generalization Saqib Javed Hieu Le Mathieu Salzmann OOD MQ 26 1 0 08 Oct 2024
FedBiP: Heterogeneous One-Shot Federated Learning with Personalized Latent Diffusion Models Haokun Chen Hang Li Yao Zhang Gengyuan Zhang Jinhe Bi Philip H. S. Torr Philip Torr Denis Krompass Denis Krompass Volker Tresp 27 2 0 07 Oct 2024
Fine-Grained Gradient Restriction: A Simple Approach for Mitigating Catastrophic Forgetting Bo Liu Mao Ye Peter Stone Qiang Liu CLL 16 0 0 01 Oct 2024
Dual Consolidation for Pre-Trained Model-Based Domain-Incremental Learning Da-Wei Zhou Zi-Wen Cai Han-Jia Ye Lijun Zhang De-Chuan Zhan CLL AI4CE 61 2 0 01 Oct 2024
TSVD: Bridging Theory and Practice in Continual Learning with Pre-trained Models Liangzu Peng Juan Elenter Joshua Agterberg Alejandro Ribeiro René Vidal VLM CLL 44 1 0 01 Oct 2024
Crafting Distribution Shifts for Validation and Training in Single Source Domain Generalization Nikos Efthymiadis Giorgos Tolias Ondřej Chum OOD 13 0 0 29 Sep 2024
Federated Learning from Vision-Language Foundation Models: Theoretical Analysis and Method Bikang Pan Wei Huang Ye-ling Shi FedML VLM 32 3 0 29 Sep 2024
An Enhanced Federated Prototype Learning Method under Domain Shift Liang Kuang Kuangpu Guo Jian Liang Jianguo Zhang FedML 26 0 0 27 Sep 2024
A3: Active Adversarial Alignment for Source-Free Domain Adaptation Chrisantus Eze Christopher Crick 20 0 0 27 Sep 2024
Realistic Evaluation of Model Merging for Compositional Generalization Derek Tam Yash Kant Brian Lester Igor Gilitschenski Colin Raffel MoMe 23 5 0 26 Sep 2024
PromptTA: Prompt-driven Text Adapter for Source-free Domain Generalization Haoran Zhang Shuanghao Bai Wanqi Zhou Jingwen Fu Badong Chen VLM OOD TTA 23 2 0 21 Sep 2024
Unsupervised Attention-Based Multi-Source Domain Adaptation Framework for Drift Compensation in Electronic Nose Systems Wenwen Zhang Shuhao Hu Zhengyuan Zhang Yuanjin Zheng Qi Jie Wang Zhiping Lin 19 0 0 20 Sep 2024
LARE: Latent Augmentation using Regional Embedding with Vision-Language Model Kosuke Sakurai Tatsuya Ishii Ryotaro Shimizu Linxin Song Masayuki Goto VLM 26 0 0 19 Sep 2024
Versatile Incremental Learning: Towards Class and Domain-Agnostic Incremental Learning Min-Yeong Park Jae-Ho Lee Gyeong-Moon Park CLL 26 1 0 17 Sep 2024
Partial Distribution Matching via Partial Wasserstein Adversarial Networks Zi-Ming Wang Nan Xue Ling Lei Rebecka Jornsten Gui-Song Xia OOD 24 0 0 16 Sep 2024
DICS: Find Domain-Invariant and Class-Specific Features for Out-of-Distribution Generalization Qiaowei Miao Yawei Luo Yi Yang OOD OODD 24 1 0 13 Sep 2024
Scalable Multitask Learning Using Gradient-based Estimation of Task Affinity Dongyue Li Aneesh Sharma Hongyang R. Zhang 67 1 0 09 Sep 2024
FreeAugment: Data Augmentation Search Across All Degrees of Freedom Tom Bekor Niv Nayman Lihi Zelnik-Manor ViT 36 0 0 07 Sep 2024
Calibration of Network Confidence for Unsupervised Domain Adaptation Using Estimated Accuracy Coby Penso Jacob Goldberger 16 0 0 06 Sep 2024
iSeg: An Iterative Refinement-based Framework for Training-free Segmentation Lin Sun Jiale Cao J. Xie F. Khan Yanwei Pang DiffM 35 1 0 05 Sep 2024
Can Your Generative Model Detect Out-of-Distribution Covariate Shift? Christiaan G. A. Viviers Amaan Valiuddin Francisco Caetano Lemar Abdi Lena Filatova Peter H. N. de With Fons van der Sommen OOD OODD 19 1 0 04 Sep 2024
Domain-Guided Weight Modulation for Semi-Supervised Domain Generalization Chamuditha Jayanaga Galappaththige Zachary Izzo Xilin He Honglu Zhou Muhammad Haris Khan 27 3 0 04 Sep 2024
COSMo: CLIP Talks on Open-Set Multi-Target Domain Adaptation Munish Monga Sachin Kumar Giroh Ankit Jha Mainak Singha Biplab Banerjee Jocelyn Chanussot 37 2 0 31 Aug 2024
BTMuda: A Bi-level Multi-source unsupervised domain adaptation framework for breast cancer diagnosis Yuxiang Yang Xinyi Zeng Pinxian Zeng Binyu Yan Xi Wu Jiliu Zhou Yan Wang OOD 21 1 0 30 Aug 2024
Certified Causal Defense with Generalizable Robustness Yiran Qiao Yu Yin Chen Chen Jing Ma AAML OOD CML 50 0 0 28 Aug 2024
The Benefits of Balance: From Information Projections to Variance Reduction Lang Liu Ronak R. Mehta Soumik Pal Zaïd Harchaoui 29 0 0 27 Aug 2024
Say No to Freeloader: Protecting Intellectual Property of Your Deep Model Lianyu Wang M. Wang Huazhu Fu Daoqiang Zhang 32 2 0 23 Aug 2024
StylePrompter: Enhancing Domain Generalization with Test-Time Style Priors Jiao Zhang Jian Xu Xu-Yao Zhang Cheng-Lin Liu VLM OOD 22 0 0 17 Aug 2024
SLCA++: Unleash the Power of Sequential Fine-tuning for Continual Learning with Pre-training Gengwei Zhang Liyuan Wang Guoliang Kang Ling Chen Yunchao Wei VLM CLL 37 2 0 15 Aug 2024
Evidential Graph Contrastive Alignment for Source-Free Blending-Target Domain Adaptation Juepeng Zheng Yibin Wen Jinxiao Zhang Runmin Dong H. Fu 58 0 0 14 Aug 2024
RTF-Q: Efficient Unsupervised Domain Adaptation with Retraining-free Quantization Nanyang Du Chen Tang Yuxiao Jiang Yuan Meng Zhi Wang MQ 24 0 0 11 Aug 2024
Avoid Wasted Annotation Costs in Open-set Active Learning with Pre-trained Vision-Language Model Jaehyuk Heo Pilsung Kang VLM 26 1 0 09 Aug 2024
HiLo: A Learning Framework for Generalized Category Discovery Robust to Domain Shifts Hongjun Wang S. Vaze Kai Han 63 4 0 08 Aug 2024
MMIU: Multimodal Multi-image Understanding for Evaluating Large Vision-Language Models Fanqing Meng J. Wang Chuanhao Li Quanfeng Lu Hao Tian ... Jifeng Dai Yu Qiao Ping Luo Kaipeng Zhang Wenqi Shao VLM 55 17 0 05 Aug 2024
Unsupervised Domain Adaption Harnessing Vision-Language Pre-training Wenlve Zhou Zhiheng Zhou VLM 31 6 0 05 Aug 2024
SR-CIS: Self-Reflective Incremental System with Decoupled Memory and Reasoning Biqing Qi Junqi Gao Xinquan Chen Dong Li Weinan Zhang Bowen Zhou CLL 18 1 0 04 Aug 2024
Prototypical Partial Optimal Transport for Universal Domain Adaptation Yucheng Yang Xiang Gu Jian-jun Sun OT 35 11 0 02 Aug 2024
DECIDER: Leveraging Foundation Model Priors for Improved Model Failure Detection and Explanation Rakshith Subramanyam Kowshik Thopalli V. Narayanaswamy Jayaraman J.Thiagarajan 25 2 0 01 Aug 2024
Gradient Harmonization in Unsupervised Domain Adaptation Fuxiang Huang Suqi Song Lei Zhang 22 7 0 01 Aug 2024
Resilience and Security of Deep Neural Networks Against Intentional and Unintentional Perturbations: Survey and Research Challenges Sazzad Sayyed Milin Zhang Shahriar Rifat A. Swami Michael De Lucia Francesco Restuccia 28 1 0 31 Jul 2024
EUDA: An Efficient Unsupervised Domain Adaptation via Self-Supervised Vision Transformer Ali Abedi Q. M. Jonathan Wu Ning Zhang Farhad Pourpanah 31 0 0 31 Jul 2024
FedDEO: Description-Enhanced One-Shot Federated Learning with Diffusion Models Mingzhao Yang Shangchao Su Bin Li Xiangyang Xue 24 5 0 29 Jul 2024
VolDoGer: LLM-assisted Datasets for Domain Generalization in Vision-Language Tasks Juhwan Choi Junehyoung Kwon Jungmin Yun Seunguk Yu Youngbin Kim 38 1 0 29 Jul 2024
Weighted Risk Invariance: Domain Generalization under Invariant Feature Shift Gina Wong Joshua Gleason Ramalingam Chellappa Yoav Wald Anqi Liu OOD 33 0 0 25 Jul 2024
DualFed: Enjoying both Generalization and Personalization in Federated Learning via Hierachical Representations Guogang Zhu Xuefeng Liu Jianwei Niu Shaojie Tang Xinghao Wu Jiayuan Zhang AI4CE 45 1 0 25 Jul 2024
Parameter-Efficient Fine-Tuning for Continual Learning: A Neural Tangent Kernel Perspective Jingren Liu Zhong Ji Yunlong Yu Jiale Cao Yanwei Pang Jungong Han Xuelong Li CLL 32 3 0 24 Jul 2024
Is user feedback always informative? Retrieval Latent Defending for Semi-Supervised Domain Adaptation without Source Data Junha Song Tae Soo Kim Junha Kim Gunhee Nam Thijs Kooi Jaegul Choo 45 1 0 22 Jul 2024
CP-Prompt: Composition-Based Cross-modal Prompting for Domain-Incremental Continual Learning Yu Feng Zhen Tian Yifan Zhu Zongfu Han Haoran Luo Guangwei Zhang Meina Song CLL VLM 25 6 0 22 Jul 2024