← Application Areas
Machine Learning › Application Areas ›

Domain Adaptation

8656 directly classified papers

Papers per year

Papers

UPRE: Zero-Shot Domain Adaptation for Object Detection via Unified Prompt and Representation Enhancement ICCV 2025
Enhancing Retrieval for ESGLLM via ESG-CID: A Disclosure Content Index Finetuning Dataset for Mapping GRI and ESRS ACL 2025
EduCSW: Building a Mandarin-English Code-Switched Generation Pipeline for Computer Science Learning ACL 2025
WinoWhat: A Parallel Corpus of Paraphrased WinoGrande Sentences with Common Sense Categorization ACL 2025
Adapt Foundational Segmentation Models with Heterogeneous Searching Space ICCV 2025
RUC Team at SemEval-2025 Task 5: Fast Automated Subject Indexing: A Method Based on Similar Records Matching and Related Subject Ranking ACL 2025
MultiMorph: On-demand Atlas Construction CVPR 2025
MIRe: Enhancing Multimodal Queries Representation via Fusion-Free Modality Interaction for Multimodal Retrieval ACL 2025
PathFinder: A Multi-Modal Multi-Agent System for Medical Diagnostic Decision-Making Applied to Histopathology ICCV 2025
Multimodal Invariant Sentiment Representation Learning ACL 2025
Blood Flow Speed Estimation with Optical Coherence Tomography Angiography Images CVPR 2025
SSR: Alignment-Aware Modality Connector for Speech Language Models ACL 2025
Scaling and Taming Adversarial Training with Synthetic Data ICCV 2025
HSCR: Hierarchical Self-Contrastive Rewarding for Aligning Medical Vision Language Models ACL 2025
Chimera: Improving Generalist Model with Domain-Specific Experts ICCV 2025
PHATNet: A Physics-guided Haze Transfer Network for Domain-adaptive Real-world Image Dehazing ICCV 2025
Deciphering Cross-Modal Alignment in Large Vision-Language Models via Modality Integration Rate ICCV 2025
FPEM: Face Prior Enhanced Facial Attractiveness Prediction for Live Videos with Face Retouching ICCV 2025
HUMOTO: A 4D Dataset of Mocap Human Object Interactions ICCV 2025
UMDATrack: Unified Multi-Domain Adaptive Tracking Under Adverse Weather Conditions ICCV 2025
FreeDNA: Endowing Domain Adaptation of Diffusion-Based Dense Prediction with Training-Free Domain Noise Alignment ICCV 2025
CuRe: Cultural Gaps in the Long Tail of Text-to-Image Systems ICCV 2025
BATCLIP: Bimodal Online Test-Time Adaptation for CLIP ICCV 2025
FoundIR: Unleashing Million-scale Training Data to Advance Foundation Models for Image Restoration ICCV 2025
Cross-modal Clustering-based Retrieval for Scalable and Robust Image Captioning ACL 2025