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Domain Adaptation

8656 directly classified papers

Papers per year

Papers

Advancing Fine-Grained Visual Understanding with Multi-Scale Alignment in Multi-Modal Models EMNLP 2025
Just Shift It: Test-Time Prototype Shifting for Zero-Shot Generalization with Vision-Language Models WACV 2025
Adaptive Deviation Learning for Visual Anomaly Detection with Data Contamination WACV 2025
DPA: Dual Prototypes Alignment for Unsupervised Adaptation of Vision-Language Models WACV 2025
SAM-DA: Decoder Adapter for Efficient Medical Domain Adaptation WACV 2025
AH-OCDA: Amplitude-Based Curriculum Learning and Hopfield Segmentation Model for Open Compound Domain Adaptation WACV 2025
Dynamic Adapter Tuning for Long-Tailed Class-Incremental Learning WACV 2025
SADA: Semantic Adversarial Unsupervised Domain Adaptation for Temporal Action Localization WACV 2025
Language-Guided Instance-Aware Domain-Adaptive Panoptic Segmentation WACV 2025
Stratified Domain Adaptation: A Progressive Self-Training Approach for Scene Text Recognition WACV 2025
Memory-Efficient Pseudo-Labeling for Online Source-Free Universal Domain Adaptation using a Gaussian Mixture Model WACV 2025
Cross-Domain and Cross-Dimension Learning for Image-to-Graph Transformers WACV 2025
Test-Time Adaptation in Point Clouds: Leveraging Sampling Variation with Weight Averaging WACV 2025
Mind the Map! Accounting for Existing Maps When Estimating Online HDMaps from Sensors WACV 2025
CalligraphicOCR for Chinese Calligraphy Recognition EMNLP 2025
Federated Source-Free Domain Adaptation for Classification: Weighted Cluster Aggregation for Unlabeled Data WACV 2025
DrIFT: Autonomous Drone Dataset with Integrated Real and Synthetic Data Flexible Views and Transformed Domains WACV 2025
Meta-Learning for Color-to-Infrared Cross-Modal Style Transfer WACV 2025
McCaD: Multi-Contrast MRI Conditioned Adaptive Adversarial Diffusion Model for High-Fidelity MRI Synthesis WACV 2025
VipDiff: Towards Coherent and Diverse Video Inpainting via Training-Free Denoising Diffusion Models WACV 2025
FDS: Feedback-Guided Domain Synthesis with Multi-Source Conditional Diffusion Models for Domain Generalization WACV 2025
ReC-TTT: Contrastive Feature Reconstruction for Test-Time Training WACV 2025
Sun Off Lights On: Photorealistic Monocular Nighttime Simulation for Robust Semantic Perception WACV 2025
Transferable-Guided Attention is All You Need for Video Domain Adaptation WACV 2025
Doubly Contrastive Learning for Source-Free Domain Adaptive Person Search AAAI 2025