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Domain Adaptation

1154 directly classified papers

Papers per year

Papers

Matching Semantically Similar Non-Identical Objects WACV 2026
Test Time Adaptation Using Adaptive Quantile Recalibration WACV 2026
MixER: From Cross-Modal to Mixed-Modal Visible-Infrared Re-Identification WACV 2026
Prompt-OT: An Optimal Transport Regularization Paradigm for Knowledge Preservation in Vision-Language Model Adaptation WACV 2026
Model-free Domain Adaptation for Concealed Multimodal Large-Language Models WACV 2026
Semi-supervised Domain Adaptation via Mutual Alignment through Joint Error WACV 2026
Towards Egocentric 3D Hand Pose Estimation in Unseen Domains WACV 2026
DTMIR-Pro: Domain Translation with Prompt-based Latent-Space Generalization for Multi-Weather Image Restoration WACV 2026
DNA: Dual-branch Network with Adaptation for Open-Set Online Handwriting Generation WACV 2026
FlowEO: Generative Unsupervised Domain Adaptation for Earth Observation WACV 2026
DUDA: Distilled Unsupervised Domain Adaptation for Lightweight Semantic Segmentation WACV 2026
Visibility guided Self-Supervised Occlusion-Resilient Human Pose Estimation WACV 2026
FS-DAG: Few Shot Domain Adapting Graph Networks for Visually Rich Document Understanding COLING 2025
Adversarial Alignment with Anchor Dragging Drift (A3D2): Multimodal Domain Adaptation with Partially Shifted Modalities ACL 2025
VITAL: A New Dataset for Benchmarking Pluralistic Alignment in Healthcare ACL 2025
Advancing SMoE for Continuous Domain Adaptation of MLLMs: Adaptive Router and Domain-Specific Loss ACL 2025
Velocitune: A Velocity-based Dynamic Domain Reweighting Method for Continual Pre-training ACL 2025
Effortless Active Labeling for Long-Term Test-Time Adaptation CVPR 2025
BEVDiffuser: Plug-and-Play Diffusion Model for BEV Denoising with Ground-Truth Guidance CVPR 2025
Discrepancy Detection at the Data Level: Toward Consistent Multilingual Question Answering EMNLP 2025
FFSTC 2: Extending the Fongbe to French Speech Translation Corpus ACL 2025
Contrastive Learning Using Graph Embeddings for Domain Adaptation of Language Models in the Process Industry EMNLP 2025
Benchmarking Debiasing Methods for LLM-based Parameter Estimates EMNLP 2025
PURA: Parameter Update-Recovery Test-Time Adaption for RGB-T Tracking CVPR 2025
AUTOSUMM: A Comprehensive Framework for LLM-Based Conversation Summarization ACL 2025