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

Transfer Learning in Financial Time Series with Gramian Angular Field (Student Abstract) AAAI 2025

Dynamic Guided and Domain Applicable Safeguards for Enhanced Security in Large Language Models NAACL 2025

Zero-Shot Contextual Embeddings via Offline Synthetic Corpus Generation EMNLP 2025

Geo-Spatially Informed Models for Geocoding Unstructured Addresses COLING 2025

Transfer-Aware Data Selection for Domain Adaptation in Text Retrieval EMNLP 2025

Advancing E-commerce Merchants Telemarketing with Synthetic Data-Driven LLMs EMNLP 2025

Test-Time Adaptation of 3D Point Clouds via Denoising Diffusion Models WACV 2025

Sun Off Lights On: Photorealistic Monocular Nighttime Simulation for Robust Semantic Perception WACV 2025

Deep Opinion-Unaware Blind Image Quality Assessment by Learning and Adapting from Multiple Annotators IJCAI 2025

ExpertDiff: Head-less Model Reprogramming with Diffusion Classifiers for Out-of-Distribution Generalization IJCAI 2025

Indirect Alignment and Relationship Preservation for Domain Generalization IJCAI 2025

HyperTrans: Efficient Hypergraph-Driven Cross-Domain Pattern Transfer in Image Anomaly Detection IJCAI 2025

Test-Time Adaptation on Recommender System with Data-Centric Graph Transformation IJCAI 2025

CFinBench: A Comprehensive Chinese Financial Benchmark for Large Language Models NAACL 2025

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

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

Dense Depth from Event Focal Stack WACV 2025

One Model for ALL: Low-Level Task Interaction Is a Key to Task-Agnostic Image Fusion CVPR 2025

JUDGEBERT: Assessing Legal Meaning Preservation Between Sentences EMNLP 2025

From Sharp to Blur: Unsupervised Domain Adaptation for 2D Human Pose Estimation Under Extreme Motion Blur Using Event Cameras ICCV 2025

ReC-TTT: Contrastive Feature Reconstruction for Test-Time Training WACV 2025

Dual-Rate Dynamic Teacher for Source-Free Domain Adaptive Object Detection ICCV 2025

Idiosyncratic Versus Normative Modeling of Atypical Speech Recognition: Dysarthric Case Studies EMNLP 2025

Closing the Domain Gap in Manga Colorization via Aligned Paired Dataset WACV 2025

Fine-Tuning Large Language Models for Relation Extraction within a Retrieval-Augmented Generation Framework ACL 2025