MIAdapt: Source-free Few-shot Domain Adaptive Object Detection for Microscopic Images Mar 5, 2025 Domain Adaptation object-detection
— Unverified MFM-DA: Instance-Aware Adaptor and Hierarchical Alignment for Efficient Domain Adaptation in Medical Foundation Models Mar 2, 2025 Denoising Domain Adaptation
Code Code Available When Unsupervised Domain Adaptation meets One-class Anomaly Detection: Addressing the Two-fold Unsupervised Curse by Leveraging Anomaly Scarcity Feb 28, 2025 Anomaly Detection Domain Adaptation
— Unverified Model Adaptation: Unsupervised Domain Adaptation without Source Data Feb 26, 2025 Domain Adaptation Prediction
— Unverified M3DA: Benchmark for Unsupervised Domain Adaptation in 3D Medical Image Segmentation Feb 24, 2025 Computed Tomography (CT) Domain Adaptation
Code Code Available Asymmetric Co-Training for Source-Free Few-Shot Domain Adaptation Feb 20, 2025 Domain Adaptation Transfer Learning
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 Simulations of Common Unsupervised Domain Adaptation Algorithms for Image Classification Feb 15, 2025 Domain Adaptation image-classification
Code Code Available RemInD: Remembering Anatomical Variations for Interpretable Domain Adaptive Medical Image Segmentation Feb 15, 2025 Computational Efficiency Domain Adaptation
— Unverified Robust Indoor Localization in Dynamic Environments: A Multi-source Unsupervised Domain Adaptation Framework Feb 11, 2025 Domain Adaptation Indoor Localization
— Unverified Does Unsupervised Domain Adaptation Improve the Robustness of Amortized Bayesian Inference? A Systematic Evaluation Feb 7, 2025 Bayesian Inference Domain Adaptation
— Unverified Stein Discrepancy for Unsupervised Domain Adaptation Feb 5, 2025 Domain Adaptation Unsupervised Domain Adaptation
— Unverified SWAT: Sliding Window Adversarial Training for Gradual Domain Adaptation Jan 31, 2025 Domain Adaptation Unsupervised Domain Adaptation
— Unverified Unsupervised Domain Adaptation with Dynamic Clustering and Contrastive Refinement for Gait Recognition Jan 28, 2025 Clustering Domain Adaptation
Code Code Available DynAlign: Unsupervised Dynamic Taxonomy Alignment for Cross-Domain Segmentation Jan 27, 2025 Domain Adaptation Semantic Segmentation
— Unverified Graph-Based Cross-Domain Knowledge Distillation for Cross-Dataset Text-to-Image Person Retrieval Jan 25, 2025 Domain Adaptation Knowledge Distillation
— Unverified Interpretability Analysis of Domain Adapted Dense Retrievers Jan 24, 2025 Biomedical Information Retrieval Domain Adaptation
— Unverified You Only Crash Once v2: Perceptually Consistent Strong Features for One-Stage Domain Adaptive Detection of Space Terrain Jan 23, 2025 Benchmarking Domain Adaptation
— Unverified Pseudolabel guided pixels contrast for domain adaptive semantic segmentation Jan 15, 2025 Contrastive Learning Domain Adaptation
Code Code Available Leveraging 2D Masked Reconstruction for Domain Adaptation of 3D Pose Estimation Jan 14, 2025 3D Pose Estimation Domain Adaptation
— Unverified Unsupervised Domain Adaptation for Occlusion Resilient Human Pose Estimation Jan 6, 2025 Domain Adaptation Pose Estimation
— Unverified Unsupervised Class Generation to Expand Semantic Segmentation Datasets Jan 4, 2025 Domain Adaptation Segmentation
— Unverified Preserving Clusters in Prompt Learning for Unsupervised Domain Adaptation Jan 1, 2025 Domain Adaptation Prompt Learning
— Unverified Universal Domain Adaptation for Semantic Segmentation Jan 1, 2025 Domain Adaptation Pseudo Label
Code Code Available A Unified Framework for Heterogeneous Semi-supervised Learning Jan 1, 2025 Domain Adaptation Transfer Learning
— Unverified 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 