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 Fine-tuning large language models for domain adaptation: Exploration of training strategies, scaling, model merging and synergistic capabilities Sep 5, 2024 Domain Adaptation Image Generation
Code Code Available Generalizable Facial Expression Recognition Aug 20, 2024 Domain Adaptation Facial Expression Recognition
Code Code Available Training-Free Condition Video Diffusion Models for single frame Spatial-Semantic Echocardiogram Synthesis Aug 6, 2024 Data Augmentation Domain Adaptation
Code Code Available Unsupervised Domain Adaption Harnessing Vision-Language Pre-training Aug 5, 2024 Domain Adaptation Knowledge Distillation
Code Code Available WARM-3D: A Weakly-Supervised Sim2Real Domain Adaptation Framework for Roadside Monocular 3D Object Detection Jul 30, 2024 3D Object Detection Domain Adaptation
Code Code Available Dynamic Retraining-Updating Mean Teacher for Source-Free Object Detection Jul 23, 2024 Domain Adaptation object-detection
Code Code Available FastSAM-3DSlicer: A 3D-Slicer Extension for 3D Volumetric Segment Anything Model with Uncertainty Quantification Jul 17, 2024 CPU Domain Adaptation
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 Domain-adaptive Video Deblurring via Test-time Blurring Jul 12, 2024 Deblurring Domain Adaptation
Code Code Available FairDomain: Achieving Fairness in Cross-Domain Medical Image Segmentation and Classification Jul 11, 2024 Domain Adaptation Fairness
Code Code Available Simplifying Source-Free Domain Adaptation for Object Detection: Effective Self-Training Strategies and Performance Insights Jul 10, 2024 Domain Adaptation object-detection
Code Code Available 3D Vision and Language Pretraining with Large-Scale Synthetic Data Jul 8, 2024 Dense Captioning Diversity
Code Code Available An Uncertainty-guided Tiered Self-training Framework for Active Source-free Domain Adaptation in Prostate Segmentation Jul 3, 2024 Domain Adaptation Image Segmentation
Code Code Available Occlusion-Aware Seamless Segmentation Jul 2, 2024 Benchmarking Domain Adaptation
Code Code Available Towards Multimodal Open-Set Domain Generalization and Adaptation through Self-supervision Jul 1, 2024 Domain Adaptation Domain Generalization
Code Code Available Domain Adaptation of Echocardiography Segmentation Via Reinforcement Learning Jun 25, 2024 Domain Adaptation Image Segmentation
Code Code Available Unsupervised Domain Adaptation for Pediatric Brain Tumor Segmentation Jun 24, 2024 Brain Tumor Segmentation Domain Adaptation
Code Code Available MOS: Model Synergy for Test-Time Adaptation on LiDAR-Based 3D Object Detection Jun 21, 2024 3D Object Detection Domain Adaptation
Code Code Available Advancing UWF-SLO Vessel Segmentation with Source-Free Active Domain Adaptation and a Novel Multi-Center Dataset Jun 19, 2024 Active Learning Domain Adaptation
Code Code Available Beyond Boundaries: Learning a Universal Entity Taxonomy across Datasets and Languages for Open Named Entity Recognition Jun 17, 2024 Diversity Domain Adaptation
Code Code Available SS-ADA: A Semi-Supervised Active Domain Adaptation Framework for Semantic Segmentation Jun 17, 2024 Active Learning Domain Adaptation
Code Code Available Modulated differentiable STFT and balanced spectrum metric for freight train wheelset bearing cross-machine transfer monitoring under speed fluctuations Jun 17, 2024 Domain Adaptation Fault Diagnosis
Code Code Available CoLoR-Filter: Conditional Loss Reduction Filtering for Targeted Language Model Pre-training Jun 15, 2024 Domain Adaptation Language Modeling
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 LayeredDoc: Domain Adaptive Document Restoration with a Layer Separation Approach Jun 12, 2024 Domain Adaptation Image Restoration
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 Multi-View People Detection in Large Scenes via Supervised View-Wise Contribution Weighting May 30, 2024 Camera Calibration Domain Adaptation
Code Code Available OMPO: A Unified Framework for RL under Policy and Dynamics Shifts May 29, 2024 Domain Adaptation OpenAI Gym
Code Code Available PediatricsGPT: Large Language Models as Chinese Medical Assistants for Pediatric Applications May 29, 2024 Diagnostic Domain Adaptation
Code Code Available CT-based brain ventricle segmentation via diffusion Schrödinger Bridge without target domain ground truths May 28, 2024 Domain Adaptation Segmentation
Code Code Available SSLChange: A Self-supervised Change Detection Framework Based on Domain Adaptation May 28, 2024 Change Detection Contrastive Learning
Code Code Available DiffuBox: Refining 3D Object Detection with Point Diffusion May 25, 2024 3D Object Detection Autonomous Driving
Code Code Available Reliable Source Approximation: Source-Free Unsupervised Domain Adaptation for Vestibular Schwannoma MRI Segmentation May 25, 2024 Domain Adaptation MRI segmentation
Code Code Available Versatile Teacher: A Class-aware Teacher-student Framework for Cross-domain Adaptation May 20, 2024 Domain Adaptation object-detection
Code Code Available Overcoming Data and Model Heterogeneities in Decentralized Federated Learning via Synthetic Anchors May 19, 2024 Domain Adaptation Federated Learning
Code Code Available A Large-scale Multi Domain Leukemia Dataset for the White Blood Cells Detection with Morphological Attributes for Explainability May 17, 2024 Attribute Domain Adaptation
Code Code Available Adversarial Reweighting with α-Power Maximization for Domain Adaptation Apr 26, 2024 Domain Adaptation Test-time Adaptation
Code Code Available Parameter Efficient Fine-tuning of Self-supervised ViTs without Catastrophic Forgetting Apr 26, 2024 Continual Learning Domain Adaptation
Code Code Available Unsupervised Domain Adaption Harnessing Vision-Language Pre-training Apr 19, 2024 Domain Adaptation Unsupervised Domain Adaptation
Code Code Available Generalizable Face Landmarking Guided by Conditional Face Warping Apr 18, 2024 Domain Adaptation
Code Code Available Learning from Unlabelled Data with Transformers: Domain Adaptation for Semantic Segmentation of High Resolution Aerial Images Apr 17, 2024 Domain Adaptation Earth Observation
Code Code Available DACAD: Domain Adaptation Contrastive Learning for Anomaly Detection in Multivariate Time Series Apr 17, 2024 Anomaly Detection Contrastive Learning
Code Code Available RanLayNet: A Dataset for Document Layout Detection used for Domain Adaptation and Generalization Apr 15, 2024 Domain Adaptation
Code Code Available Unified Language-driven Zero-shot Domain Adaptation Apr 10, 2024 Domain Adaptation Representation Learning
Code Code Available FPL+: Filtered Pseudo Label-based Unsupervised Cross-Modality Adaptation for 3D Medical Image Segmentation Apr 7, 2024 Data Augmentation Domain Adaptation
Code Code Available Active Test-Time Adaptation: Theoretical Analyses and An Algorithm Apr 7, 2024 Active Learning Domain Adaptation
Code Code Available Mixup Domain Adaptations for Dynamic Remaining Useful Life Predictions Apr 7, 2024 Domain Adaptation Self-Supervised Learning
Code Code Available 