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Domain Adaptation

854 directly classified papers

Papers per year

Papers

Gaze Label Alignment: Alleviating Domain Shift for Gaze Estimation AAAI 2025
Enhancing Multivariate Time-Series Domain Adaptation via Contrastive Frequency Graph Discovery and Language-Guided Adversary Alignment AAAI 2025
DAMMFND: Domain-Aware Multimodal Multi-view Fake News Detection AAAI 2025
Equirectangular Point Reconstruction for Domain Adaptive Multimodal 3D Object Detection in Adverse Weather Conditions AAAI 2025
Test-Time Adaptation on Noisy Data via Model-Pruning-Based Filtering and Flatness-Aware Entropy Minimization AAAI 2025
Smoothness Really Matters: A Simple Yet Effective Approach for Unsupervised Graph Domain Adaptation AAAI 2025
SADA: Semantic Adversarial Unsupervised Domain Adaptation for Temporal Action Localization WACV 2025
Vox-UDA: Voxel-wise Unsupervised Domain Adaptation for Cryo-Electron Subtomogram Segmentation with Denoised Pseudo-Labeling AAAI 2025
FAMNet: Frequency-aware Matching Network for Cross-domain Few-shot Medical Image Segmentation AAAI 2025
RoDA: Robust Domain Alignment for Cross-Domain Retrieval Against Label Noise 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
Personalized Sleep Staging Leveraging Source-free Unsupervised Domain Adaptation AAAI 2025
SVasP: Self-Versatility Adversarial Style Perturbation for Cross-Domain Few-Shot Learning 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
Stratified Domain Adaptation: A Progressive Self-Training Approach for Scene Text Recognition WACV 2025
PURA: Parameter Update-Recovery Test-Time Adaption for RGB-T Tracking CVPR 2025
Attention-Based Class-Conditioned Alignment for Multi-Source Domain Adaptation of Object Detectors WACV 2025
Bridge Then Begin Anew: Generating Target-Relevant Intermediate Model for Source-Free Visual Emotion Adaptation AAAI 2025
GarFast: Realistic and Fast Garment Transfer with a Simplified Parser-Free Approach AAAI 2025
UniDemoiré: Towards Universal Image Demoiréing with Data Generation and Synthesis AAAI 2025
Few-Shot Domain Adaptation for Learned Image Compression AAAI 2025
NightReID: A Large-Scale Nighttime Person Re-Identification Benchmark AAAI 2025
Gradient-Based Sample Selection for Black-Box Universal Domain Adaptation AAAI 2025