← Application Areas
Machine Learning › Application Areas ›

Domain Adaptation

8656 directly classified papers

Papers per year

Papers

Asclepius: A Spectrum Evaluation Benchmark for Medical Multi-Modal Large Language Models ACL 2025
Look Both Ways and No Sink: Converting LLMs into Text Encoders without Training ACL 2025
Visual Modality Prompt for Adapting Vision-Language Object Detectors ICCV 2025
ProMALex: Progressive Modular Adapters for Multi-Jurisdictional Legal Language Modeling ACL 2025
Evaluating Visual and Cultural Interpretation: The K-Viscuit Benchmark with Human-VLM Collaboration ACL 2025
Multimodal LLMs as Customized Reward Models for Text-to-Image Generation ICCV 2025
FA: Forced Prompt Learning of Vision-Language Models for Out-of-Distribution Detection ICCV 2025
Enhancing Goal-oriented Proactive Dialogue Systems via Consistency Reflection and Correction ACL 2025
DialUp! Modeling the Language Continuum by Adapting Models to Dialects and Dialects to Models ACL 2025
Parameter-Efficient Adaptation of Geospatial Foundation Models through Embedding Deflection ICCV 2025
Controlled Low-Rank Adaptation with Subspace Regularization for Continued Training on Large Language Models ACL 2025
CC-Tuning: A Cross-Lingual Connection Mechanism for Improving Joint Multilingual Supervised Fine-Tuning ACL 2025
Towards a Real-time Swedish Speech Analyzer for Language Learning Games: A Hybrid AI Approach to Language Assessment ACL 2025
Text-guided Visual Prompt DINO for Generic Segmentation ICCV 2025
Error Recognition in Procedural Videos using Generalized Task Graph ICCV 2025
ReC-TTT: Contrastive Feature Reconstruction for Test-Time Training WACV 2025
Velocitune: A Velocity-based Dynamic Domain Reweighting Method for Continual Pre-training ACL 2025
PROPER: A Progressive Learning Framework for Personalized Large Language Models with Group-Level Adaptation ACL 2025
End-to-End Automated Item Generation and Scoring for Adaptive English Writing Assessment with Large Language Models ACL 2025
DoMIX: An Efficient Framework for Exploiting Domain Knowledge in Fine-Tuning ACL 2025
Towards Comprehensive Argument Analysis in Education: Dataset, Tasks, and Method ACL 2025
Beyond Simple Edits: Composed Video Retrieval with Dense Modifications ICCV 2025
Adversarial Robustness of Discriminative Self-Supervised Learning in Vision ICCV 2025
MEDDxAgent: A Unified Modular Agent Framework for Explainable Automatic Differential Diagnosis ACL 2025
Agri-CM3: A Chinese Massive Multi-modal, Multi-level Benchmark for Agricultural Understanding and Reasoning ACL 2025