DRIVE: Dual-Robustness via Information Variability and Entropic Consistency in Source-Free Unsupervised Domain Adaptation Nov 24, 2024 Autonomous Driving Domain Adaptation
— Unverified Unveiling the Superior Paradigm: A Comparative Study of Source-Free Domain Adaptation and Unsupervised Domain Adaptation Nov 24, 2024 Domain Adaptation Source-Free Domain Adaptation
— Unverified LAGUNA: LAnguage Guided UNsupervised Adaptation with structured spaces Nov 23, 2024 Domain Adaptation Transfer Learning
— Unverified Enhanced Cross-Dataset Electroencephalogram-based Emotion Recognition using Unsupervised Domain Adaptation Nov 19, 2024 Domain Adaptation EEG
Code Code Available Efficient Unsupervised Domain Adaptation Regression for Spatial-Temporal Air Quality Sensor Fusion Nov 11, 2024 Domain Adaptation Sensor Fusion
— Unverified Gradual Fine-Tuning with Graph Routing for Multi-Source Unsupervised Domain Adaptation Nov 11, 2024 Domain Adaptation Multi-Source Unsupervised Domain Adaptation
— Unverified Feature Fusion Transferability Aware Transformer for Unsupervised Domain Adaptation Nov 10, 2024 Domain Adaptation Representation Learning
Code Code Available Joint-Optimized Unsupervised Adversarial Domain Adaptation in Remote Sensing Segmentation with Prompted Foundation Model Nov 8, 2024 Decoder Domain Adaptation
Code Code Available Progressive Multi-Level Alignments for Semi-Supervised Domain Adaptation SAR Target Recognition Using Simulated Data Nov 7, 2024 Data Augmentation Domain Adaptation
— Unverified In the Era of Prompt Learning with Vision-Language Models Nov 7, 2024 Domain Adaptation Domain Generalization
— Unverified From Web Data to Real Fields: Low-Cost Unsupervised Domain Adaptation for Agricultural Robots Oct 31, 2024 Domain Adaptation Keypoint Detection
— Unverified Unsupervised Modality Adaptation with Text-to-Image Diffusion Models for Semantic Segmentation Oct 29, 2024 Domain Adaptation Pseudo Label
Code Code Available Revisiting Multi-Granularity Representation via Group Contrastive Learning for Unsupervised Vehicle Re-identification Oct 29, 2024 Contrastive Learning Domain Adaptation
— Unverified Domain Adaptation with a Single Vision-Language Embedding Oct 28, 2024 Domain Adaptation One-shot Unsupervised Domain Adaptation
Code Code Available SPDIM: Source-Free Unsupervised Conditional and Label Shift Adaptation in EEG Oct 26, 2024 Brain Computer Interface Domain Adaptation
— Unverified Fusion-then-Distillation: Toward Cross-modal Positive Distillation for Domain Adaptive 3D Semantic Segmentation Oct 25, 2024 3D Semantic Segmentation Domain Adaptation
Code Code Available 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 GenGMM: Generalized Gaussian-Mixture-based Domain Adaptation Model for Semantic Segmentation Oct 21, 2024 Domain Adaptation Semantic Segmentation
Code Code Available Domain-Adaptive Neural Posterior Estimation for Strong Gravitational Lens Analysis Oct 21, 2024 Domain Adaptation Unsupervised 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 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 SiamSeg: Self-Training with Contrastive Learning for Unsupervised Domain Adaptation Semantic Segmentation in Remote Sensing Oct 17, 2024 Contrastive Learning Diversity
Code Code Available Day-Night Adaptation: An Innovative Source-free Adaptation Framework for Medical Image Segmentation Oct 17, 2024 Domain Adaptation Image Segmentation
— Unverified Stratified Domain Adaptation: A Progressive Self-Training Approach for Scene Text Recognition Oct 13, 2024 Domain Adaptation Optical Character Recognition (OCR)
Code Code Available 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 A Strategy for Label Alignment in Deep Neural Networks Oct 7, 2024 Domain Adaptation regression
Code Code Available Improving Object Detection via Local-global Contrastive Learning Oct 7, 2024 Contrastive Learning Image-to-Image Translation
— Unverified 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 Curvature Diversity-Driven Deformation and Domain Alignment for Point Cloud Oct 3, 2024 Diversity Domain Adaptation
Code Code Available DyMix: Dynamic Frequency Mixup Scheduler based Unsupervised Domain Adaptation for Enhancing Alzheimer's Disease Identification Oct 2, 2024 Domain Adaptation Unsupervised Domain Adaptation
— Unverified OSSA: Unsupervised One-Shot Style Adaptation Oct 1, 2024 Domain Adaptation object-detection
Code Code Available 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 Unsupervised Attention Regularization Based Domain Adaptation for Oracle Character Recognition Sep 24, 2024 Domain Adaptation Unsupervised Domain Adaptation
— Unverified Layer-wise Model Merging for Unsupervised Domain Adaptation in Segmentation Tasks Sep 24, 2024 Domain Adaptation Panoptic Segmentation
— Unverified UDA-Bench: Revisiting Common Assumptions in Unsupervised Domain Adaptation Using a Standardized Framework Sep 23, 2024 Domain Adaptation Unsupervised Domain Adaptation
Code Code Available 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 