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

RedOne: Revealing Domain-specific LLM Post-Training in Social Networking Services EMNLP 2025

NCAdapt: Dynamic Adaptation with Domain-Specific Neural Cellular Automata for Continual Hippocampus Segmentation WACV 2025

MedSummRAG: Domain-Specific Retrieval for Medical Summarization ACL 2025

Bridging the Bandwidth Gap: A Mixed Band Telephonic Urdu ASR Approach with Domain Adaptation for Banking Applications COLING 2025

Adapting Large Language Models for Movie Domain with Narrative Understanding Tasks ACL 2025

MatSpectNet: Material Segmentation Network with Domain-Aware and Physically-Constrained Hyperspectral Reconstruction WACV 2025

A Japanese Language Model and Three New Evaluation Benchmarks for Pharmaceutical NLP IJCNLP 2025

Efficient Vocabulary Reduction for Small Language Models COLING 2025

Effect of Multilingual and Domain-adapted Continual Pre-training on Few-shot Promptability ACL 2025

Exploring the Application of 7B LLMs for Named Entity Recognition in Chinese Ancient Texts NAACL 2025

DaCoM: Strategies to Construct Domain-specific Low-resource Language Machine Translation Dataset COLING 2025

Natural Language Counterfactual Explanations in Financial Text Classification: A Comparison of Generators and Evaluation Metrics ACL 2025

Cross-Domain Multi-Modal Few-Shot Object Detection via Rich Text WACV 2025

TopoTTA: Topology-Enhanced Test-Time Adaptation for Tubular Structure Segmentation ICCV 2025

3D Test-time Adaptation via Graph Spectral Driven Point Shift ICCV 2025

Ad^2mix: Adversarial and Adaptive Mixup for Unsupervised Domain Adaptation WACV 2025

Memory-Efficient Pseudo-Labeling for Online Source-Free Universal Domain Adaptation using a Gaussian Mixture Model WACV 2025

Challenging Multimodal LLMs with African Standardized Exams: A Document VQA Evaluation ACL 2025

Just Shift It: Test-Time Prototype Shifting for Zero-Shot Generalization with Vision-Language Models WACV 2025

CACE: Sim-to-Real Indoor 3D Semantic Segmentation via Context-Aware Augmentation and Consistency Enforcement WACV 2025

Multilingual NLP for African Healthcare: Bias, Translation, and Explainability Challenges ACL 2025

Federated Retrieval Augmented Generation for Multi-Product Question Answering COLING 2025

SciVQA 2025: Overview of the First Scientific Visual Question Answering Shared Task ACL 2025

FS-DAG: Few Shot Domain Adapting Graph Networks for Visually Rich Document Understanding COLING 2025

HEAL: Hierarchical Embedding Alignment Loss for Improved Retrieval and Representation Learning NAACL 2025