← Learning Types
Machine Learning › Learning Types ›

Domain Adaptation

1154 directly classified papers

Papers per year

Papers

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
Synthetic-to-Real Self-supervised Robust Depth Estimation via Learning with Motion and Structure Priors CVPR 2025
AIF-SFDA: Autonomous Information Filter Driven Source-Free Domain Adaptation for Medical Image Segmentation AAAI 2025
FS-DAG: Few Shot Domain Adapting Graph Networks for Visually Rich Document Understanding COLING 2025
HiGDA: Hierarchical Graph of Nodes to Learn Local-to-Global Topology for Semi-Supervised Domain Adaptation AAAI 2025
Velocitune: A Velocity-based Dynamic Domain Reweighting Method for Continual Pre-training ACL 2025
Unsupervised Domain Adaptive Person Search via Dual Self-Calibration AAAI 2025
Adversarial Alignment with Anchor Dragging Drift (A3D2): Multimodal Domain Adaptation with Partially Shifted Modalities ACL 2025
Federated Source-Free Domain Adaptation for Classification: Weighted Cluster Aggregation for Unlabeled Data WACV 2025
VITAL: A New Dataset for Benchmarking Pluralistic Alignment in Healthcare ACL 2025
Supportive Negatives Spectral Augmentation for Source-Free Cross-Domain Segmentation AAAI 2025
Advancing SMoE for Continuous Domain Adaptation of MLLMs: Adaptive Router and Domain-Specific Loss ACL 2025
Core Knowledge Learning Framework for Graph AAAI 2025
ACL 2025 Industry Track: Overview ACL 2025
ConDo: Continual Domain Expansion for Absolute Pose Regression AAAI 2025
AUTOSUMM: A Comprehensive Framework for LLM-Based Conversation Summarization ACL 2025
Cross-Domain and Cross-Dimension Learning for Image-to-Graph Transformers WACV 2025
FFSTC 2: Extending the Fongbe to French Speech Translation Corpus ACL 2025
Virtual Nodes Can Help: Tackling Distribution Shifts in Federated Graph Learning AAAI 2025
Feature Augmentation Based Test-Time Adaptation WACV 2025
Failing Forward: Improving Generative Error Correction for ASR with Synthetic Data and Retrieval Augmentation ACL 2025
ixi-GEN: Efficient Industrial sLLMs through Domain Adaptive Continual Pretraining EMNLP 2025
Building Resource-Constrained Language Agents: A Korean Case Study on Chemical Toxicity Information EMNLP 2025
Cross-Domain Few-Shot Semantic Segmentation via Doubly Matching Transformation IJCAI 2024