domain adaptation

4578 papers

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Also known as

DANN UNIDA UDA DA DAPT

Co-occurring keywords

transfer learning (5442) unsupervised learning (3255) large language model (12755) semantic segmentation (3179) domain generalization (1517) representation learning (6174) neural machine translation (2310) adversarial learning (1592) text classification (6776) knowledge distillation (3680)

Papers

COME: Dual Structure-Semantic Learning with Collaborative MoE for Universal Lesion Detection Across Heterogeneous Ultrasound Datasets ICCV 2025

Context-Aware Optimal Transport Learning for Retinal Fundus Image Enhancement WACV 2025

DA-Pred: Performance Prediction for Text Summarization under Domain-Shift and Instruct-Tuning EMNLP 2025

Perspective-Invariant 3D Object Detection ICCV 2025

Temporal Dynamics in Visual Data: Analyzing the Impact of Time on Classification Accuracy WACV 2025

1-800-SHARED-TASKS at the Financial Misinformation Detection Challenge Task: Sequential Learning for Claim Verification and Explanation Generation in Financial Domains COLING 2025

CalligraphicOCR for Chinese Calligraphy Recognition EMNLP 2025

Less Static, More Private: Towards Transferable Privacy-Preserving Action Recognition by Generative Decoupled Learning ICCV 2025

OTCXR: Rethinking Self-Supervised Alignment using Optimal Transport for Chest X-ray Analysis WACV 2025

Disentangle Source and Target Knowledge for Continual Test-Time Adaptation WACV 2025

Cap2Aug: Caption Guided Image Data Augmentation WACV 2025

WeQA: A Benchmark for Retrieval Augmented Generation in Wind Energy Domain ACL 2025

Boosting Domain Incremental Learning: Selecting the Optimal Parameters is All You Need CVPR 2025

Analyzing the Synthetic-to-Real Domain Gap in 3D Hand Pose Estimation CVPR 2025

T-FAKE: Synthesizing Thermal Images for Facial Landmarking CVPR 2025

Bridging the Gap: Instruction-Tuned LLMs for Scientific Named Entity Recognition IJCNLP 2025

Domain Adaptive Diabetic Retinopathy Grading with Model Absence and Flowing Data CVPR 2025

DoraCycle: Domain-Oriented Adaptation of Unified Generative Model in Multimodal Cycles CVPR 2025

Unsupervised Continual Domain Shift Learning with Multi-Prototype Modeling CVPR 2025

D2ST-Adapter: Disentangled-and-Deformable Spatio-Temporal Adapter for Few-shot Action Recognition ICCV 2025

AQuilt: Weaving Logic and Self-Inspection into Low-Cost, High-Relevance Data Synthesis for Specialist LLMs EMNLP 2025

UniNet: A Contrastive Learning-guided Unified Framework with Feature Selection for Anomaly Detection CVPR 2025

MaRI: Material Retrieval Integration across Domains CVPR 2025

Fair Text Classification via Transferable Representations JMLR 2025

Examining and Adapting Time for Multilingual Classification via Mixture of Temporal Experts NAACL 2025