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

FinMoE: A MoE-based Large Chinese Financial Language Model COLING 2025

A Unifying Perspective on Model Reuse: From Small to Large Pre-Trained Models IJCAI 2025

Alleviating Performance Degradation Caused by Out-of-Distribution Issues in Embedding-Based Retrieval EMNLP 2025

OmniEval: An Omnidirectional and Automatic RAG Evaluation Benchmark in Financial Domain EMNLP 2025

One-step Label Shift Adaptation via Robust Weight Estimation IJCAI 2025

Cap2Aug: Caption Guided Image Data Augmentation WACV 2025

GraphRAG Analysis for Financial Narrative Summarization and A Framework for Optimizing Domain Adaptation COLING 2025

Dense Depth from Event Focal Stack WACV 2025

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

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

Jailbreaking the Non-Transferable Barrier via Test-Time Data Disguising CVPR 2025

CoA: Towards Real Image Dehazing via Compression-and-Adaptation CVPR 2025

Describe, Adapt and Combine: Empowering CLIP Encoders for Open-set 3D Object Retrieval ICCV 2025

Att-Adapter: A Robust and Precise Domain-Specific Multi-Attributes T2I Diffusion Adapter via Conditional Variational Autoencoder ICCV 2025

ScholarGEC: Enhancing Controllability of Large Language Model for Chinese Academic Grammatical Error Correction AAAI 2025

CyberPal.AI: Empowering LLMs with Expert-Driven Cybersecurity Instructions AAAI 2025

Guiding Vision-Language Model Selection for Visual Question-Answering Across Tasks, Domains, and Knowledge Types COLING 2025

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

Efficient Unsupervised Shortcut Learning Detection and Mitigation in Transformers ICCV 2025

Multi-stage Training of Bilingual Islamic LLM for Neural Passage Retrieval COLING 2025

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

Integration of Old and New Knowledge for Generalized Intent Discovery: A Consistency-driven Prototype-Prompting Framework IJCAI 2025

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

ACL 2025 Industry Track: Overview ACL 2025

Stratified Domain Adaptation: A Progressive Self-Training Approach for Scene Text Recognition WACV 2025