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Moment Matching for Multi-Source Domain Adaptation

4 December 2018

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

50 / 1,211 papers shown

Generalizing Vision-Language Models with Dedicated Prompt Guidance

203

02 Dec 2025

Memory-Integrated Reconfigurable Adapters: A Unified Framework for Settings with Multiple Tasks

Vineeth N. Balasubramanian

CLL

152

30 Nov 2025

Collaborative Learning with Multiple Foundation Models for Source-Free Domain Adaptation

251

24 Nov 2025

Federated style aware transformer aggregation of representations

Mincheol Jeon

Euinam Huh

132

24 Nov 2025

Exploring Weak-to-Strong Generalization for CLIP-based Classification

228

23 Nov 2025

InTAct: Interval-based Task Activation Consolidation for Continual Learning

272

21 Nov 2025

ILoRA: Federated Learning with Low-Rank Adaptation for Heterogeneous Client Aggregation

Junchao Zhou

Junkang Liu

Fanhua Shang

181

20 Nov 2025

TOFA: Training-Free One-Shot Federated Adaptation for Vision-Language Models

426

20 Nov 2025

A Closer Look at Personalized Fine-Tuning in Heterogeneous Federated Learning

Sai Praneeth Karimireddy

Xiaoxiao Li

134

16 Nov 2025

Unsupervised Robust Domain Adaptation: Paradigm, Theory and Algorithm

252

14 Nov 2025

Synergy over Discrepancy: A Partition-Based Approach to Multi-Domain LLM Fine-Tuning

373

10 Nov 2025

GNN-MoE: Context-Aware Patch Routing using GNNs for Parameter-Efficient Domain Generalization

370

06 Nov 2025

Generalized Category Discovery under Domain Shift: A Frequency Domain Perspective

Wei Feng

Z. Ge

122

01 Nov 2025

FedMGP: Personalized Federated Learning with Multi-Group Text-Visual Prompts

266

01 Nov 2025

Privacy-Aware Continual Self-Supervised Learning on Multi-Window Chest Computed Tomography for Domain-Shift Robustness

...

204

31 Oct 2025

ODP-Bench: Benchmarking Out-of-Distribution Performance Prediction

354

31 Oct 2025

Prompt Estimation from Prototypes for Federated Prompt Tuning of Vision Transformers

485

29 Oct 2025

Diffusion-Driven Progressive Target Manipulation for Source-Free Domain Adaptation

218

29 Oct 2025

Mitigating Negative Transfer via Reducing Environmental Disagreement

108

28 Oct 2025

Eigen-Value: Efficient Domain-Robust Data Valuation via Eigenvalue-Based Approach

240

27 Oct 2025

Attention Residual Fusion Network with Contrast for Source-free Domain Adaptation

Renrong Shao

Wei Zhang

Jun Wang

116

25 Oct 2025

GALA: A GlobAl-LocAl Approach for Multi-Source Active Domain Adaptation

105

25 Oct 2025

PLAN: Proactive Low-Rank Allocation for Continual Learning

182

24 Oct 2025

More Than Memory Savings: Zeroth-Order Optimization Mitigates Forgetting in Continual Learning

243

23 Oct 2025

FedDEAP: Adaptive Dual-Prompt Tuning for Multi-Domain Federated Learning

157

21 Oct 2025

HIDISC: A Hyperbolic Framework for Domain Generalization with Generalized Category Discovery

Vaibhav Rathore

Divyam Gupta

Biplab Banerjee

127

20 Oct 2025

Connecting Domains and Contrasting Samples: A Ladder for Domain GeneralizationKnowledge Discovery and Data Mining (KDD), 2025

151

19 Oct 2025

Computational Budget Should Be Considered in Data Selection

Weilin Wan

Weizhong Zhang

Cheng Jin

204

19 Oct 2025

Continual Knowledge Consolidation LORA for Domain Incremental Learning

197

17 Oct 2025

EReLiFM: Evidential Reliability-Aware Residual Flow Meta-Learning for Open-Set Domain Generalization under Noisy Labels

...

212

14 Oct 2025

Deep Edge Filter: Return of the Human-Crafted Layer in Deep Learning

Dongkwan Lee

Junhoo Lee

Nojun Kwak

424

13 Oct 2025

Unsupervised Multi-Source Federated Domain Adaptation under Domain Diversity through Group-Wise Discrepancy Minimization

167

09 Oct 2025

Approximate Domain Unlearning for Vision-Language Models

192

09 Oct 2025

High-Rate Mixout: Revisiting Mixout for Robust Domain Generalization

Masih Aminbeidokhti

H. R. Medeiros

Srikanth Muralidharan

Eric Granger

M. Pedersoli

OOD

154

08 Oct 2025

Learning What Matters: Steering Diffusion via Spectrally Anisotropic Forward Noise

315

07 Oct 2025

Domain Generalization: A Tale of Two ERMs

111

06 Oct 2025

Technical note on Sequential Test-Time Adaptation via Martingale-Driven Fisher Prompting

Behraj Khan

T. Syed

120

04 Oct 2025

Confidence and Dispersity as Signals: Unsupervised Model Evaluation and Ranking

Weijian Deng

Weijie Tu

Ibrahim Radwan

Mohammad Abu Alsheikh

Stephen Gould

Liang Zheng

131

03 Oct 2025

Source-Free Cross-Domain Continual Learning

Habibullah Habibullah

K. Doğançay

CLL BDL

225

02 Oct 2025

Consistent Assistant Domains Transformer for Source-free Domain AdaptationIEEE Transactions on Image Processing (IEEE TIP), 2025

143

02 Oct 2025

TextCAM: Explaining Class Activation Map with Text

121

01 Oct 2025

Toward a Holistic Approach to Continual Model Merging

186

28 Sep 2025

Category Discovery: An Open-World Perspective

Zhenqi He

Yuanpei Liu

Kai Han

261

26 Sep 2025

Task-Agnostic Federated Continual Learning via Replay-Free Gradient Projection

256

25 Sep 2025

Federated Domain Generalization with Domain-specific Soft Prompts Generation

178

25 Sep 2025

$C${}^2$Prompt: Class-aware Client Knowledge Interaction for Federated Continual Learning$

{}^2

Prompt: Class-aware Client Knowledge Interaction for Federated Continual Learning

191

24 Sep 2025

FedFusion: Federated Learning with Diversity- and Cluster-Aware Encoders for Robust Adaptation under Label Scarcity

23 Sep 2025

Training-Free Label Space Alignment for Universal Domain Adaptation

184

22 Sep 2025

Interpreting Attention Heads for Image-to-Text Information Flow in Large Vision-Language Models

135

22 Sep 2025

Global Prompt Refinement with Non-Interfering Attention Masking for One-Shot Federated Learning

230

21 Sep 2025