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

Superpowering Open-Vocabulary Object Detectors for X-ray Vision ICCV 2025

Parameter-Efficient Adaptation of Geospatial Foundation Models through Embedding Deflection ICCV 2025

Controlling Human Shape and Pose in Text-to-Image Diffusion Models via Domain Adaptation WACV 2025

Patent-CR: A Dataset for Patent Claim Revision NAACL 2025

Fine-grained Abnormality Prompt Learning for Zero-shot Anomaly Detection ICCV 2025

Perspective-Invariant 3D Object Detection ICCV 2025

Continual Adaptation: Environment-Conditional Parameter Generation for Object Detection in Dynamic Scenarios ICCV 2025

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

Overcoming Heterogeneous Data in Federated Medical Vision-Language Pre-training: A Triple-Embedding Model Selector Approach AAAI 2025

Towards Effective and Efficient Continual Pre-training of Large Language Models ACL 2025

From Coarse to Fine: A Matching and Alignment Framework for Unsupervised Cross-View Geo-Localization AAAI 2025

Alleviating Distribution Shift in Synthetic Data for Machine Translation Quality Estimation ACL 2025

Enhancing Neural Machine Translation Through Target Language Data: A kNN-LM Approach for Domain Adaptation ACL 2025

FR²Seg: Continual Segmentation Across Multiple Sites via Fourier Style Replay and Adaptive Consistency Regularization AAAI 2025

DialUp! Modeling the Language Continuum by Adapting Models to Dialects and Dialects to Models ACL 2025

Beyond Similarity: A Gradient-based Graph Method for Instruction Tuning Data Selection ACL 2025

Improving Automatic Evaluation of Large Language Models (LLMs) in Biomedical Relation Extraction via LLMs-as-the-Judge ACL 2025

Advancing SMoE for Continuous Domain Adaptation of MLLMs: Adaptive Router and Domain-Specific Loss ACL 2025

Data-Constrained Synthesis of Training Data for De-Identification ACL 2025

Mixture of Small and Large Models for Chinese Spelling Check ACL 2025

Memorizing is Not Enough: Deep Knowledge Injection Through Reasoning ACL 2025

Structure-aware Domain Knowledge Injection for Large Language Models ACL 2025

Enhancing Retrieval for ESGLLM via ESG-CID: A Disclosure Content Index Finetuning Dataset for Mapping GRI and ESRS ACL 2025

DiffRefine: Diffusion-based Proposal Specific Point Cloud Densification for Cross-Domain Object Detection ICCV 2025