Bridging Domain Gap of Point Cloud Representations via Self-Supervised Geometric Augmentation Sep 11, 2024 Domain Adaptation Point Cloud Classification
— Unverified 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 Calibration of Network Confidence for Unsupervised Domain Adaptation Using Estimated Accuracy Sep 6, 2024 Domain Adaptation Unsupervised Domain Adaptation
Code Code Available Collaborative Learning for Enhanced Unsupervised Domain Adaptation Sep 4, 2024 Domain Adaptation Knowledge Distillation
— Unverified MV-Match: Multi-View Matching for Domain-Adaptive Identification of Plant Nutrient Deficiencies Sep 2, 2024 Domain Adaptation Unsupervised Domain Adaptation
Code Code Available Trust And Balance: Few Trusted Samples Pseudo-Labeling and Temperature Scaled Loss for Effective Source-Free Unsupervised Domain Adaptation Sep 1, 2024 Domain Adaptation Scheduling
— Unverified Statistical Distance-Guided Unsupervised Domain Adaptation for Automated Multi-Class Cardiovascular Magnetic Resonance Image Quality Assessment Aug 31, 2024 Domain Adaptation Image Quality Assessment
Code Code Available BTMuda: A Bi-level Multi-source unsupervised domain adaptation framework for breast cancer diagnosis Aug 30, 2024 Domain Adaptation Multi-Source Unsupervised Domain Adaptation
— Unverified Multi-source Domain Adaptation for Panoramic Semantic Segmentation Aug 29, 2024 Domain Adaptation Segmentation
Code Code Available Low Saturation Confidence Distribution-based Test-Time Adaptation for Cross-Domain Remote Sensing Image Classification Aug 29, 2024 Domain Adaptation image-classification
— Unverified MICDrop: Masking Image and Depth Features via Complementary Dropout for Domain-Adaptive Semantic Segmentation Aug 29, 2024 Domain Adaptation Semantic Segmentation
— Unverified OVOSE: Open-Vocabulary Semantic Segmentation in Event-Based Cameras Aug 18, 2024 Autonomous Driving Domain Adaptation
Code Code Available DPA: Dual Prototypes Alignment for Unsupervised Adaptation of Vision-Language Models Aug 16, 2024 Domain Adaptation image-classification
Code Code Available Diffuse-UDA: Addressing Unsupervised Domain Adaptation in Medical Image Segmentation with Appearance and Structure Aligned Diffusion Models Aug 12, 2024 Diagnostic Domain Adaptation
— Unverified RTF-Q: Efficient Unsupervised Domain Adaptation with Retraining-free Quantization Aug 11, 2024 Domain Adaptation Quantization
— Unverified Deep Learning-based Unsupervised Domain Adaptation via a Unified Model for Prostate Lesion Detection Using Multisite Bi-parametric MRI Datasets Aug 8, 2024 Domain Adaptation Lesion Detection
— Unverified Cross-Domain Semantic Segmentation on Inconsistent Taxonomy using VLMs Aug 5, 2024 Domain Adaptation Segmentation
Code Code Available Unsupervised Domain Adaption Harnessing Vision-Language Pre-training Aug 5, 2024 Domain Adaptation Knowledge Distillation
Code Code Available Gradient Harmonization in Unsupervised Domain Adaptation Aug 1, 2024 Domain Adaptation Unsupervised Domain Adaptation
— Unverified EUDA: An Efficient Unsupervised Domain Adaptation via Self-Supervised Vision Transformer Jul 31, 2024 Domain Adaptation Unsupervised Domain Adaptation
Code Code Available Improving Domain Adaptation Through Class Aware Frequency Transformation Jul 28, 2024 Domain Adaptation Pseudo Label
— Unverified Boosting Cross-Domain Point Classification via Distilling Relational Priors from 2D Transformers Jul 26, 2024 Domain Adaptation Domain Generalization
Code Code Available EverAdapt: Continuous Adaptation for Dynamic Machine Fault Diagnosis Environments Jul 24, 2024 Domain Adaptation Fault Diagnosis
Code Code Available Dynamic Retraining-Updating Mean Teacher for Source-Free Object Detection Jul 23, 2024 Domain Adaptation object-detection
Code Code Available MC-PanDA: Mask Confidence for Panoptic Domain Adaptation Jul 19, 2024 Domain Adaptation Panoptic Segmentation
Code Code Available Privacy-Preserving Adaptive Re-Identification without Image Transfer Jul 17, 2024 Domain Adaptation Privacy Preserving
Code Code Available Contrastive Adversarial Training for Unsupervised Domain Adaptation Jul 17, 2024 Domain Adaptation Unsupervised Domain Adaptation
— Unverified SKADA-Bench: Benchmarking Unsupervised Domain Adaptation Methods with Realistic Validation On Diverse Modalities Jul 16, 2024 Benchmarking Domain Adaptation
Code Code Available An Unsupervised Domain Adaptation Method for Locating Manipulated Region in partially fake Audio Jul 11, 2024 Data Augmentation Diversity
— Unverified D-MASTER: Mask Annealed Transformer for Unsupervised Domain Adaptation in Breast Cancer Detection from Mammograms Jul 9, 2024 Breast Cancer Detection Domain Adaptation
— Unverified POSTURE: Pose Guided Unsupervised Domain Adaptation for Human Body Part Segmentation Jul 4, 2024 Domain Adaptation Segmentation
— Unverified EMPL: A novel Efficient Meta Prompt Learning Framework for Few-shot Unsupervised Domain Adaptation Jul 4, 2024 Bilevel Optimization Domain Adaptation
— Unverified The Art of the Steal: Purloining Deep Learning Models Developed for an Ultrasound Scanner to a Competitor Machine Jul 3, 2024 Domain Adaptation Unsupervised Domain Adaptation
— Unverified CLIP the Divergence: Language-guided Unsupervised Domain Adaptation Jul 1, 2024 Domain Adaptation Unsupervised Domain Adaptation
— Unverified Transferable-guided Attention Is All You Need for Video Domain Adaptation Jul 1, 2024 All Domain Adaptation
Code Code Available Gradient-based Class Weighting for Unsupervised Domain Adaptation in Dense Prediction Visual Tasks Jul 1, 2024 Domain Adaptation image-classification
— Unverified Divide, Ensemble and Conquer: The Last Mile on Unsupervised Domain Adaptation for Semantic Segmentation Jun 27, 2024 Domain Adaptation Semantic Segmentation
— Unverified STAL3D: Unsupervised Domain Adaptation for 3D Object Detection via Collaborating Self-Training and Adversarial Learning Jun 27, 2024 3D Object Detection Domain Adaptation
— Unverified CTS: Sim-to-Real Unsupervised Domain Adaptation on 3D Detection Jun 26, 2024 3D Object Detection Domain Adaptation
— Unverified SynRS3D: A Synthetic Dataset for Global 3D Semantic Understanding from Monocular Remote Sensing Imagery Jun 26, 2024 Domain Adaptation Earth Observation
Code Code Available Vox-UDA: Voxel-wise Unsupervised Domain Adaptation for Cryo-Electron Subtomogram Segmentation with Denoised Pseudo Labeling Jun 25, 2024 Domain Adaptation Electron Tomography
— Unverified Geometric Understanding of Discriminability and Transferability for Visual Domain Adaptation Jun 24, 2024 Domain Adaptation Representation Learning
— Unverified Unsupervised Domain Adaptation for Pediatric Brain Tumor Segmentation Jun 24, 2024 Brain Tumor Segmentation Domain Adaptation
Code Code Available Towards Trustworthy Unsupervised Domain Adaptation: A Representation Learning Perspective for Enhancing Robustness, Discrimination, and Generalization Jun 19, 2024 Domain Adaptation Representation Learning
— Unverified Causal Discovery Inspired Unsupervised Domain Adaptation for Emotion-Cause Pair Extraction Jun 18, 2024 Causal Discovery Domain Adaptation
— Unverified Syn-to-Real Unsupervised Domain Adaptation for Indoor 3D Object Detection Jun 17, 2024 3D Object Detection Domain Adaptation
Code Code Available PIG: Prompt Images Guidance for Night-Time Scene Parsing Jun 15, 2024 Data Augmentation Domain Adaptation
Code Code Available Multi-source Unsupervised Domain Adaptation on Graphs with Transferability Modeling Jun 14, 2024 Domain Adaptation Meta-Learning
— Unverified 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 