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

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

MINIMA: Modality Invariant Image Matching CVPR 2025

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

PhysicsGen: Can Generative Models Learn from Images to Predict Complex Physical Relations? CVPR 2025

SimVS: Simulating World Inconsistencies for Robust View Synthesis CVPR 2025

WildFake: A Large-Scale and Hierarchical Dataset for AI-Generated Images Detection AAAI 2025

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

Auditing and Enforcing Conditional Fairness via Optimal Transport AAAI 2025

Transferable-Guided Attention is All You Need for Video Domain Adaptation WACV 2025

ZoRI: Towards Discriminative Zero-Shot Remote Sensing Instance Segmentation AAAI 2025

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

Enhancing LLM Text Detection with Retrieved Contexts and Logits Distribution Consistency EMNLP 2025

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

Towards Unbiased Information Extraction and Adaptation in Cross-Domain Recommendation AAAI 2025

GUI-Bee: Align GUI Action Grounding to Novel Environments via Autonomous Exploration EMNLP 2025

Synthetic-to-Real Self-supervised Robust Depth Estimation via Learning with Motion and Structure Priors CVPR 2025

Reasoning-Enhanced Domain-Adaptive Pretraining of Multimodal Large Language Models for Short Video Content Governance EMNLP 2025

SAM-DA: Decoder Adapter for Efficient Medical Domain Adaptation WACV 2025

Demystifying Domain-adaptive Post-training for Financial LLMs EMNLP 2025

Financial Risk Relation Identification through Dual-view Adaptation EMNLP 2025

Adapting Bias Evaluation to Domain Contexts using Generative Models EMNLP 2025

Prominent Roles of Conditionally Invariant Components in Domain Adaptation: Theory and Algorithms JMLR 2025

Segment Any-Quality Images with Generative Latent Space Enhancement CVPR 2025

EduAdapt: A Question Answer Benchmark Dataset for Evaluating Grade-Level Adaptability in LLMs EMNLP 2025

ProMEA: Prompt-driven Expansion and Alignment for Single Domain Generalization IJCAI 2025