← Learning Types
Deep Learning › Learning Types ›

Domain Adaptation

854 directly classified papers

Papers per year

Papers

Vox-UDA: Voxel-wise Unsupervised Domain Adaptation for Cryo-Electron Subtomogram Segmentation with Denoised Pseudo-Labeling AAAI 2025
SEEN-DA: SEmantic ENtropy guided Domain-aware Attention for Domain Adaptive Object Detection CVPR 2025
COSMIC: Clique-Oriented Semantic Multi-space Integration for Robust CLIP Test-Time Adaptation CVPR 2025
Large Self-Supervised Models Bridge the Gap in Domain Adaptive Object Detection CVPR 2025
Dynamic Target Distribution Estimation for Source-Free Open-Set Domain Adaptation AAAI 2025
Realistic Test-Time Adaptation of Vision-Language Models CVPR 2025
Invertible Projection and Conditional Alignment for Multi-Source Blended-Target Domain Adaptation AAAI 2025
A Layer Selection Approach to Test Time Adaptation AAAI 2025
Domain Adaptive Unfolded Graph Neural Networks AAAI 2025
Attention Bootstrapping for Multi-Modal Test-Time Adaptation AAAI 2025
ScholarGEC: Enhancing Controllability of Large Language Model for Chinese Academic Grammatical Error Correction AAAI 2025
BLADE: Enhancing Black-Box Large Language Models with Small Domain-Specific Models AAAI 2025
RealisID: Scale-Robust and Fine-Controllable Identity Customization via Local and Global Complementation AAAI 2025
UniDemoiré: Towards Universal Image Demoiréing with Data Generation and Synthesis AAAI 2025
SADA: Semantic Adversarial Unsupervised Domain Adaptation for Temporal Action Localization WACV 2025
FAMNet: Frequency-aware Matching Network for Cross-domain Few-shot Medical Image Segmentation AAAI 2025
LVPTrack: High Performance Domain Adaptive UAV Tracking with Label Aligned Visual Prompt Tuning AAAI 2025
RoDA: Robust Domain Alignment for Cross-Domain Retrieval Against Label Noise AAAI 2025
Gaze Label Alignment: Alleviating Domain Shift for Gaze Estimation AAAI 2025
Few-Shot Domain Adaptation for Learned Image Compression AAAI 2025
Stratified Domain Adaptation: A Progressive Self-Training Approach for Scene Text Recognition WACV 2025
Test-Time Adaptation on Noisy Data via Model-Pruning-Based Filtering and Flatness-Aware Entropy Minimization AAAI 2025
Personalized Sleep Staging Leveraging Source-free Unsupervised Domain Adaptation AAAI 2025
Word Matters: What Influences Domain Adaptation in Summarization? ACL 2024
Reformulating Domain Adaptation of Large Language Models as Adapt-Retrieve-Revise: A Case Study on Chinese Legal Domain ACL 2024