ADU: Adaptive Detection of Unknown Categories in Black-Box Domain Adaptation Jan 1, 2025 Domain Adaptation Knowledge Distillation
— Unverified UMFN: Unified Multi-Domain Face Normalization for Joint Cross-domain Prototype Learning and Heterogeneous Face Recognition Jan 1, 2025 Contrastive Learning Domain Adaptation
— Unverified MODfinity: Unsupervised Domain Adaptation with Multimodal Information Flow Intertwining Jan 1, 2025 Domain Adaptation Model Selection
— Unverified Link-based Contrastive Learning for One-Shot Unsupervised Domain Adaptation Jan 1, 2025 Contrastive Learning Domain Adaptation
— Unverified Prototypical Distillation and Debiased Tuning for Black-box Unsupervised Domain Adaptation Dec 30, 2024 Domain Adaptation Source-Free Domain Adaptation
Code Code Available Contrastive Conditional Alignment based on Label Shift Calibration for Imbalanced Domain Adaptation Dec 29, 2024 Domain Adaptation Unsupervised Domain Adaptation
Code Code Available Adversarial Diffusion Model for Unsupervised Domain-Adaptive Semantic Segmentation Dec 22, 2024 Domain Adaptation Segmentation
Code Code Available Multi-Source Unsupervised Domain Adaptation with Prototype Aggregation Dec 20, 2024 Domain Adaptation Multi-Source Unsupervised Domain Adaptation
— Unverified CrackUDA: Incremental Unsupervised Domain Adaptation for Improved Crack Segmentation in Civil Structures Dec 20, 2024 Crack Segmentation Domain Adaptation
— Unverified From Galaxy Zoo DECaLS to BASS/MzLS: detailed galaxy morphology classification with unsupervised domain adaption Dec 20, 2024 Domain Adaptation Morphology classification
Code Code Available Bridge then Begin Anew: Generating Target-relevant Intermediate Model for Source-free Visual Emotion Adaptation Dec 18, 2024 Domain Adaptation Emotion Recognition
Code Code Available ConDo: Continual Domain Expansion for Absolute Pose Regression Dec 18, 2024 Domain Adaptation regression
Code Code Available A Universal Degradation-based Bridging Technique for Domain Adaptive Semantic Segmentation Dec 13, 2024 Domain Adaptation Semantic Segmentation
— Unverified VLMs meet UDA: Boosting Transferability of Open Vocabulary Segmentation with Unsupervised Domain Adaptation Dec 12, 2024 Domain Adaptation Open Vocabulary Semantic Segmentation
— Unverified DALI: Domain Adaptive LiDAR Object Detection via Distribution-level and Instance-level Pseudo Label Denoising Dec 11, 2024 Denoising 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 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 MVUDA: Unsupervised Domain Adaptation for Multi-view Pedestrian Detection Dec 5, 2024 Domain Adaptation Pedestrian Detection
Code Code Available TransAdapter: Vision Transformer for Feature-Centric Unsupervised Domain Adaptation Dec 5, 2024 Domain Adaptation Unsupervised Domain Adaptation
Code Code Available Semi-Supervised Transfer Boosting (SS-TrBoosting) Dec 4, 2024 Domain Adaptation Semi-supervised Domain Adaptation
— Unverified Enhancing the Generalization Capability of Skin Lesion Classification Models with Active Domain Adaptation Methods Dec 1, 2024 Domain Adaptation Lesion Classification
— Unverified The Last Mile to Supervised Performance: Semi-Supervised Domain Adaptation for Semantic Segmentation Nov 27, 2024 Contrastive Learning Domain Adaptation
— Unverified Privacy Preserving Federated Unsupervised Domain Adaptation with Application to Age Prediction from DNA Methylation Data Nov 26, 2024 Domain Adaptation Gaussian Processes
Code Code Available Multi-Granularity Class Prototype Topology Distillation for Class-Incremental Source-Free Unsupervised Domain Adaptation Nov 25, 2024 class-incremental learning Domain Adaptation
— Unverified A Study on Unsupervised Domain Adaptation for Semantic Segmentation in the Era of Vision-Language Models Nov 25, 2024 Autonomous Driving Domain Adaptation
— Unverified 