Context-Aware Pseudo-Label Refinement for Source-Free Domain Adaptive Fundus Image Segmentation Aug 15, 2023 Denoising Domain Adaptation
Code Code Available Contrastive Bi-Projector for Unsupervised Domain Adaption Aug 14, 2023 Contrastive Learning Domain Adaptation
Code Code Available Semi-Supervised Dual-Stream Self-Attentive Adversarial Graph Contrastive Learning for Cross-Subject EEG-based Emotion Recognition Aug 13, 2023 Contrastive Learning Domain Adaptation
— Unverified Tissue Segmentation of Thick-Slice Fetal Brain MR Scans with Guidance from High-Quality Isotropic Volumes Aug 13, 2023 Domain Adaptation Segmentation
— Unverified Unsupervised Adaptation of Polyp Segmentation Models via Coarse-to-Fine Self-Supervision Aug 13, 2023 Contrastive Learning Domain Adaptation
— Unverified BEV-DG: Cross-Modal Learning under Bird's-Eye View for Domain Generalization of 3D Semantic Segmentation Aug 12, 2023 3D Semantic Segmentation Contrastive Learning
— Unverified CATS v2: Hybrid encoders for robust medical segmentation Aug 11, 2023 Domain Adaptation Image Segmentation
Code Code Available MS3D++: Ensemble of Experts for Multi-Source Unsupervised Domain Adaption in 3D Object Detection Aug 11, 2023 3D Object Detection Domain Adaptation
Code Code Available AUC-Oriented Domain Adaptation: From Theory to Algorithm Aug 10, 2023 Disease Prediction Domain Adaptation
Code Code Available SegDA: Maximum Separable Segment Mask with Pseudo Labels for Domain Adaptive Semantic Segmentation Aug 10, 2023 Decoder Domain Adaptation
— Unverified AD-CLIP: Adapting Domains in Prompt Space Using CLIP Aug 10, 2023 Contrastive Learning Domain Adaptation
Code Code Available DAOT: Domain-Agnostically Aligned Optimal Transport for Domain-Adaptive Crowd Counting Aug 10, 2023 Crowd Counting Domain Adaptation
Code Code Available Look at the Neighbor: Distortion-aware Unsupervised Domain Adaptation for Panoramic Semantic Segmentation Aug 10, 2023 Domain Adaptation ERP
— Unverified Transforming Breast Cancer Diagnosis: Towards Real-Time Ultrasound to Mammogram Conversion for Cost-Effective Diagnosis Aug 10, 2023 Domain Adaptation
— Unverified SelectNAdapt: Support Set Selection for Few-Shot Domain Adaptation Aug 9, 2023 Clustering Domain Adaptation
Code Code Available Deep Learning Model Transfer in Forest Mapping using Multi-source Satellite SAR and Optical Images Aug 9, 2023 Domain Adaptation Earth Observation
— Unverified Unsupervised Camouflaged Object Segmentation as Domain Adaptation Aug 8, 2023 Attribute Camouflaged Object Segmentation
Code Code Available Data Augmentation-Based Unsupervised Domain Adaptation In Medical Imaging Aug 8, 2023 Data Augmentation Domain Adaptation
— Unverified Adaptive Semi-Supervised Segmentation of Brain Vessels with Ambiguous Labels Aug 7, 2023 Domain Adaptation Domain Generalization
Code Code Available Training BERT Models to Carry Over a Coding System Developed on One Corpus to Another Aug 7, 2023 Domain Adaptation Optical Character Recognition (OCR)
— Unverified Source-free Domain Adaptive Human Pose Estimation Aug 6, 2023 Contrastive Learning Domain Adaptation
Code Code Available Causal Disentanglement Hidden Markov Model for Fault Diagnosis Aug 6, 2023 Disentanglement Domain Adaptation
— Unverified Incorporating Pre-training Data Matters in Unsupervised Domain Adaptation Aug 6, 2023 Domain Adaptation Unsupervised Domain Adaptation
— Unverified Cal-SFDA: Source-Free Domain-adaptive Semantic Segmentation with Differentiable Expected Calibration Error Aug 6, 2023 Domain Adaptation Model Selection
Code Code Available Adapting Machine Learning Diagnostic Models to New Populations Using a Small Amount of Data: Results from Clinical Neuroscience Aug 6, 2023 Diagnostic Domain Adaptation
Code Code Available DaMSTF: Domain Adversarial Learning Enhanced Meta Self-Training for Domain Adaptation Aug 5, 2023 Domain Adaptation Meta-Learning
— Unverified Cross-modal & Cross-domain Learning for Unsupervised LiDAR Semantic Segmentation Aug 5, 2023 Domain Adaptation LIDAR Semantic Segmentation
— Unverified ReCLIP: Refine Contrastive Language Image Pre-Training with Source Free Domain Adaptation Aug 4, 2023 Domain Adaptation image-classification
Code Code Available Meta-Tsallis-Entropy Minimization: A New Self-Training Approach for Domain Adaptation on Text Classification Aug 4, 2023 Domain Adaptation Meta-Learning
— Unverified Emo-DNA: Emotion Decoupling and Alignment Learning for Cross-Corpus Speech Emotion Recognition Aug 4, 2023 Cross-corpus Domain Adaptation
Code Code Available From Fake to Hyperpartisan News Detection Using Domain Adaptation Aug 4, 2023 Clustering Contrastive Learning
— Unverified Efficient Model Adaptation for Continual Learning at the Edge Aug 3, 2023 AutoML Continual Learning
— Unverified Consistency Regularization for Generalizable Source-free Domain Adaptation Aug 3, 2023 Domain Adaptation Pseudo Label
— Unverified Curriculum Guided Domain Adaptation in the Dark Aug 2, 2023 Domain Adaptation
— Unverified Continual Domain Adaptation on Aerial Images under Gradually Degrading Weather Aug 2, 2023 Domain Adaptation Test-time Adaptation
Code Code Available MDT3D: Multi-Dataset Training for LiDAR 3D Object Detection Generalization Aug 2, 2023 3D Object Detection Domain Adaptation
Code Code Available Domain Adaptation based on Human Feedback for Enhancing Generative Model Denoising Abilities Aug 1, 2023 Denoising Domain Adaptation
— Unverified A Study of Unsupervised Evaluation Metrics for Practical and Automatic Domain Adaptation Aug 1, 2023 Data Augmentation Domain Adaptation
— Unverified Cross-Dataset Adaptation for Instrument Classification in Cataract Surgery Videos Jul 31, 2023 Domain Adaptation Unsupervised Domain Adaptation
Code Code Available UDAMA: Unsupervised Domain Adaptation through Multi-discriminator Adversarial Training with Noisy Labels Improves Cardio-fitness Prediction Jul 31, 2023 Domain Adaptation Transfer Learning
Code Code Available Domain Adaptation for Medical Image Segmentation using Transformation-Invariant Self-Training Jul 31, 2023 Domain Adaptation Image Segmentation
Code Code Available Implicit Neural Representation in Medical Imaging: A Comparative Survey Jul 30, 2023 Domain Adaptation Image Reconstruction
Code Code Available Text Analysis Using Deep Neural Networks in Digital Humanities and Information Science Jul 30, 2023 Domain Adaptation Question Answering
— Unverified Open-Set Domain Adaptation with Visual-Language Foundation Models Jul 30, 2023 Domain Adaptation Unsupervised Domain Adaptation
— Unverified CMDA: Cross-Modality Domain Adaptation for Nighttime Semantic Segmentation Jul 29, 2023 Domain Adaptation Segmentation
Code Code Available Taxonomy Adaptive Cross-Domain Adaptation in Medical Imaging via Optimization Trajectory Distillation Jul 27, 2023 Domain Adaptation Medical Image Analysis
Code Code Available To Adapt or Not to Adapt? Real-Time Adaptation for Semantic Segmentation Jul 27, 2023 Domain Adaptation GPU
Code Code Available Multi-Source Domain Adaptation through Dataset Dictionary Learning in Wasserstein Space Jul 27, 2023 Dictionary Learning Domain Adaptation
Code Code Available Dynamic Domain Discrepancy Adjustment for Active Multi-Domain Adaptation Jul 26, 2023 Domain Adaptation Multi-Source Unsupervised Domain Adaptation
— Unverified ChildGAN: Large Scale Synthetic Child Facial Data Using Domain Adaptation in StyleGAN Jul 25, 2023 Domain Adaptation Transfer Learning
— Unverified 