What is the Added Value of UDA in the VFM Era? Apr 25, 2025 Autonomous Driving Domain Adaptation
Code Code Available RT-DATR:Real-time Unsupervised Domain Adaptive Detection Transformer with Adversarial Feature Learning Apr 12, 2025 Domain Adaptation Domain Generalization
Code Code Available VFM-UDA++: Improving Network Architectures and Data Strategies for Unsupervised Domain Adaptive Semantic Segmentation Mar 11, 2025 Domain Adaptation Semantic Segmentation
Code Code Available Spatial Distillation based Distribution Alignment (SDDA) for Cross-Headset EEG Classification Mar 7, 2025 Brain Computer Interface Domain Adaptation
Code Code Available DA-Mamba: Domain Adaptive Hybrid Mamba-Transformer Based One-Stage Object Detection Feb 16, 2025 Domain Adaptation Knowledge Distillation
Code Code Available ConDo: Continual Domain Expansion for Absolute Pose Regression Dec 18, 2024 Domain Adaptation regression
Code Code Available DrIFT: Autonomous Drone Dataset with Integrated Real and Synthetic Data, Flexible Views, and Transformed Domains Dec 6, 2024 Domain Adaptation Unsupervised Domain Adaptation
Code Code Available Two stages domain invariant representation learners solve the large co-variate shift in unsupervised domain adaptation with two dimensional data domains Dec 6, 2024 Domain Adaptation Representation Learning
Code Code Available TransAdapter: Vision Transformer for Feature-Centric Unsupervised Domain Adaptation Dec 5, 2024 Domain Adaptation Unsupervised Domain Adaptation
Code Code Available Feature Fusion Transferability Aware Transformer for Unsupervised Domain Adaptation Nov 10, 2024 Domain Adaptation Representation Learning
Code Code Available Unsupervised Modality Adaptation with Text-to-Image Diffusion Models for Semantic Segmentation Oct 29, 2024 Domain Adaptation Pseudo Label
Code Code Available Fusion-then-Distillation: Toward Cross-modal Positive Distillation for Domain Adaptive 3D Semantic Segmentation Oct 25, 2024 3D Semantic Segmentation Domain Adaptation
Code Code Available SiamSeg: Self-Training with Contrastive Learning for Unsupervised Domain Adaptation Semantic Segmentation in Remote Sensing Oct 17, 2024 Contrastive Learning Diversity
Code Code Available Stratified Domain Adaptation: A Progressive Self-Training Approach for Scene Text Recognition Oct 13, 2024 Domain Adaptation Optical Character Recognition (OCR)
Code Code Available OSSA: Unsupervised One-Shot Style Adaptation Oct 1, 2024 Domain Adaptation object-detection
Code Code Available UDA-Bench: Revisiting Common Assumptions in Unsupervised Domain Adaptation Using a Standardized Framework Sep 23, 2024 Domain Adaptation Unsupervised Domain Adaptation
Code Code Available Train Till You Drop: Towards Stable and Robust Source-free Unsupervised 3D Domain Adaptation Sep 6, 2024 3D Semantic Segmentation 3D Source-Free Domain Adaptation
Code Code Available Unsupervised Domain Adaption Harnessing Vision-Language Pre-training Aug 5, 2024 Domain Adaptation Knowledge Distillation
Code Code Available Dynamic Retraining-Updating Mean Teacher for Source-Free Object Detection Jul 23, 2024 Domain Adaptation object-detection
Code Code Available SKADA-Bench: Benchmarking Unsupervised Domain Adaptation Methods with Realistic Validation On Diverse Modalities Jul 16, 2024 Benchmarking Domain Adaptation
Code Code Available Unsupervised Domain Adaptation for Pediatric Brain Tumor Segmentation Jun 24, 2024 Brain Tumor Segmentation Domain Adaptation
Code Code Available Exploring the Benefits of Vision Foundation Models for Unsupervised Domain Adaptation Jun 14, 2024 Domain Adaptation Out-of-Distribution Generalization
Code Code Available Enhancing Domain Adaptation through Prompt Gradient Alignment Jun 13, 2024 Domain Adaptation Language Modeling
Code Code Available Stable Neighbor Denoising for Source-free Domain Adaptive Segmentation Jun 10, 2024 Denoising Domain Adaptation
Code Code Available CORE-ReID: Comprehensive Optimization and Refinement through Ensemble Fusion in Domain Adaptation for Person Re-Identification Jun 3, 2024 Domain Adaptation Person Re-Identification
Code Code Available 