Revisiting Multi-Granularity Representation via Group Contrastive Learning for Unsupervised Vehicle Re-identification Oct 29, 2024 Contrastive Learning Domain Adaptation
— Unverified SPDIM: Source-Free Unsupervised Conditional and Label Shift Adaptation in EEG Oct 26, 2024 Brain Computer Interface Domain Adaptation
— Unverified Neural Network Prediction of Strong Lensing Systems with Domain Adaptation and Uncertainty Quantification Oct 23, 2024 Domain Adaptation Uncertainty Quantification
Code Code Available Unsupervised Domain Adaptation for Action Recognition via Self-Ensembling and Conditional Embedding Alignment Oct 23, 2024 Action Recognition Data Augmentation
— Unverified Prototype and Instance Contrastive Learning for Unsupervised Domain Adaptation in Speaker Verification Oct 22, 2024 Contrastive Learning Domain Adaptation
— Unverified LiOn-XA: Unsupervised Domain Adaptation via LiDAR-Only Cross-Modal Adversarial Training Oct 21, 2024 Domain Adaptation Semantic Segmentation
Code Code Available Data-Efficient CLIP-Powered Dual-Branch Networks for Source-Free Unsupervised Domain Adaptation Oct 21, 2024 Domain Adaptation Unsupervised Domain Adaptation
— Unverified Domain-Adaptive Neural Posterior Estimation for Strong Gravitational Lens Analysis Oct 21, 2024 Domain Adaptation Unsupervised Domain Adaptation
— Unverified GenGMM: Generalized Gaussian-Mixture-based Domain Adaptation Model for Semantic Segmentation Oct 21, 2024 Domain Adaptation Semantic Segmentation
Code Code Available Unsupervised Domain Adaptation Approaches for Chessboard Recognition Oct 19, 2024 Domain Adaptation Unsupervised Domain Adaptation
Code Code Available Pseudo-label Refinement for Improving Self-Supervised Learning Systems Oct 18, 2024 Clustering Domain Adaptation
— Unverified Day-Night Adaptation: An Innovative Source-free Adaptation Framework for Medical Image Segmentation Oct 17, 2024 Domain Adaptation Image Segmentation
— Unverified Cross-Domain Distribution Alignment for Segmentation of Private Unannotated 3D Medical Images Oct 11, 2024 Domain Adaptation Image Segmentation
Code Code Available GrabDAE: An Innovative Framework for Unsupervised Domain Adaptation Utilizing Grab-Mask and Denoise Auto-Encoder Oct 10, 2024 Contrastive Learning Denoising
— Unverified Improving Object Detection via Local-global Contrastive Learning Oct 7, 2024 Contrastive Learning Image-to-Image Translation
— Unverified A Strategy for Label Alignment in Deep Neural Networks Oct 7, 2024 Domain Adaptation regression
Code Code Available DAdEE: Unsupervised Domain Adaptation in Early Exit PLMs Oct 6, 2024 Domain Adaptation Knowledge Distillation
Code Code Available AdaptDiff: Cross-Modality Domain Adaptation via Weak Conditional Semantic Diffusion for Retinal Vessel Segmentation Oct 6, 2024 Domain Adaptation Image Segmentation
Code Code Available Auto-GDA: Automatic Domain Adaptation for Efficient Grounding Verification in Retrieval Augmented Generation Oct 4, 2024 Domain Adaptation Hallucination
— Unverified DyMix: Dynamic Frequency Mixup Scheduler based Unsupervised Domain Adaptation for Enhancing Alzheimer's Disease Identification Oct 2, 2024 Domain Adaptation Unsupervised Domain Adaptation
— Unverified Temporal Source Recovery for Time-Series Source-Free Unsupervised Domain Adaptation Sep 29, 2024 Diversity Domain Adaptation
Code Code Available BiPC: Bidirectional Probability Calibration for Unsupervised Domain Adaption Sep 29, 2024 Domain Adaptation Unsupervised Domain Adaptation
Code Code Available Sustaining model performance for covid-19 detection from dynamic audio data: Development and evaluation of a comprehensive drift-adaptive framework Sep 28, 2024 Active Learning Diagnostic
— Unverified A3: Active Adversarial Alignment for Source-Free Domain Adaptation Sep 27, 2024 Active Learning Domain Adaptation
Code Code Available DRL-STNet: Unsupervised Domain Adaptation for Cross-modality Medical Image Segmentation via Disentangled Representation Learning Sep 26, 2024 Domain Adaptation GPU
— Unverified Layer-wise Model Merging for Unsupervised Domain Adaptation in Segmentation Tasks Sep 24, 2024 Domain Adaptation Panoptic Segmentation
— Unverified Unsupervised Attention Regularization Based Domain Adaptation for Oracle Character Recognition Sep 24, 2024 Domain Adaptation Unsupervised Domain Adaptation
— Unverified Unsupervised Domain Adaptation for Keyphrase Generation using Citation Contexts Sep 20, 2024 Domain Adaptation Keyphrase Generation
Code Code Available Unsupervised Domain Adaptation Via Data Pruning Sep 18, 2024 Domain Adaptation Event Detection
— Unverified Multimodality Adaptive Transformer and Mutual Learning for Unsupervised Domain Adaptation Vehicle Re-Identification Sep 17, 2024 Attribute Domain Adaptation
— Unverified Channel Adaptation for Speaker Verification Using Optimal Transport with Pseudo Label Sep 14, 2024 Domain Adaptation Pseudo Label
— Unverified Bridging Domain Gap of Point Cloud Representations via Self-Supervised Geometric Augmentation Sep 11, 2024 Domain Adaptation Point Cloud Classification
— Unverified 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 MICDrop: Masking Image and Depth Features via Complementary Dropout for Domain-Adaptive Semantic Segmentation Aug 29, 2024 Domain Adaptation Semantic Segmentation
— Unverified Low Saturation Confidence Distribution-based Test-Time Adaptation for Cross-Domain Remote Sensing Image Classification Aug 29, 2024 Domain Adaptation image-classification
— Unverified Multi-source Domain Adaptation for Panoramic Semantic Segmentation Aug 29, 2024 Domain Adaptation Segmentation
Code Code Available 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 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 