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Domain Adaptation

864 papers

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Papers

Can Continual Pretraining Bridge the Performance Gap between General-purpose and Specialized Language Models in the Medical Domain? ACL 2026

Nirvana: A Specialized Generalist Model With Task-Aware Memory Mechanism ACL 2026

GRAD: Generalizing RAG Adaptation with Decoding ACL 2026

Machine-Learning Based Detection of Coronary Artery Calcification Using Synthetic Chest X-Rays MIDL 2026

Exploiting Intermediate Reconstructions in Optical Coherence Tomography for Test-Time Adaptation of Medical Image Segmentation MIDL 2026

Domain Adaptation Without the Compute Burden for Efficient Whole Slide Image Analysis MIDL 2026

A-ADAPT: Adaptive Intracranial Artery Segmentation with Morphology-Guided Prompts and Difficulty-Aware Learning MIDL 2026

A Simple yet Effective Adaptive Inter-organ Contrastive Learning Framework for Unsupervised Domain Adaptation MIDL 2026

One-by-One Stainer: A Fast and Hallucination Resilient Domain Adaptation Method for Histopathology MIDL 2026

Harmonizing MR Images Across 100+ Scanners: Multi-site Validation with Traveling Subjects and Real-world Protocols MIDL 2026

Vox-UDA: Voxel-wise Unsupervised Domain Adaptation for Cryo-Electron Subtomogram Segmentation with Denoised Pseudo-Labeling AAAI 2025

DAMMFND: Domain-Aware Multimodal Multi-view Fake News Detection AAAI 2025

Bridge Then Begin Anew: Generating Target-Relevant Intermediate Model for Source-Free Visual Emotion Adaptation AAAI 2025

FAMNet: Frequency-aware Matching Network for Cross-domain Few-shot Medical Image Segmentation AAAI 2025

GarFast: Realistic and Fast Garment Transfer with a Simplified Parser-Free Approach AAAI 2025

RealisID: Scale-Robust and Fine-Controllable Identity Customization via Local and Global Complementation AAAI 2025

LVPTrack: High Performance Domain Adaptive UAV Tracking with Label Aligned Visual Prompt Tuning AAAI 2025

UniDemoiré: Towards Universal Image Demoiréing with Data Generation and Synthesis AAAI 2025

RoDA: Robust Domain Alignment for Cross-Domain Retrieval Against Label Noise AAAI 2025

Equirectangular Point Reconstruction for Domain Adaptive Multimodal 3D Object Detection in Adverse Weather Conditions AAAI 2025

Gaze Label Alignment: Alleviating Domain Shift for Gaze Estimation AAAI 2025

Few-Shot Domain Adaptation for Learned Image Compression AAAI 2025

NightReID: A Large-Scale Nighttime Person Re-Identification Benchmark AAAI 2025

Supportive Negatives Spectral Augmentation for Source-Free Cross-Domain Segmentation AAAI 2025

Universal Domain Adaptive Object Detection via Dual Probabilistic Alignment AAAI 2025