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Domain Adaptation

8656 directly classified papers

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Papers

Are LLMs effective psychological assessors? Leveraging adaptive RAG for interpretable mental health screening through psychometric practice ACL 2025
McCaD: Multi-Contrast MRI Conditioned Adaptive Adversarial Diffusion Model for High-Fidelity MRI Synthesis WACV 2025
SynthesizeMe! Inducing Persona-Guided Prompts for Personalized Reward Models in LLMs ACL 2025
Alleviating Distribution Shift in Synthetic Data for Machine Translation Quality Estimation ACL 2025
GraphRAG Analysis for Financial Narrative Summarization and A Framework for Optimizing Domain Adaptation COLING 2025
Meta-Learning for Color-to-Infrared Cross-Modal Style Transfer WACV 2025
Towards Effective and Efficient Continual Pre-training of Large Language Models ACL 2025
DA-Pred: Performance Prediction for Text Summarization under Domain-Shift and Instruct-Tuning EMNLP 2025
FDS: Feedback-Guided Domain Synthesis with Multi-Source Conditional Diffusion Models for Domain Generalization WACV 2025
Forecasting Credit Ratings: A Case Study where Traditional Methods Outperform Generative LLMs COLING 2025
Diversify-verify-adapt: Efficient and Robust Retrieval-Augmented Ambiguous Question Answering NAACL 2025
CalligraphicOCR for Chinese Calligraphy Recognition EMNLP 2025
Sun Off Lights On: Photorealistic Monocular Nighttime Simulation for Robust Semantic Perception WACV 2025
VipDiff: Towards Coherent and Diverse Video Inpainting via Training-Free Denoising Diffusion Models WACV 2025
Mind the Map! Accounting for Existing Maps When Estimating Online HDMaps from Sensors WACV 2025
Just Shift It: Test-Time Prototype Shifting for Zero-Shot Generalization with Vision-Language Models WACV 2025
FinMMR: Make Financial Numerical Reasoning More Multimodal, Comprehensive, and Challenging ICCV 2025
FS-DAG: Few Shot Domain Adapting Graph Networks for Visually Rich Document Understanding COLING 2025
MixDiff: Mixing Natural and Synthetic Images for Robust Self-Supervised Representations WACV 2025
Error Recognition in Procedural Videos using Generalized Task Graph ICCV 2025
FA: Forced Prompt Learning of Vision-Language Models for Out-of-Distribution Detection ICCV 2025
RoboTron-Sim: Improving Real-World Driving via Simulated Hard-Case ICCV 2025
Controlling Human Shape and Pose in Text-to-Image Diffusion Models via Domain Adaptation WACV 2025
Text-guided Visual Prompt DINO for Generic Segmentation ICCV 2025
Parameter-Efficient Adaptation of Geospatial Foundation Models through Embedding Deflection ICCV 2025