Unsupervised Domain Adaptation with Feature Embeddings Dec 14, 2014 Domain Adaptation Representation Learning
Code Code Available Unsupervised Domain Adaptation by Backpropagation Sep 26, 2014 Domain Adaptation image-classification
Code Code Available CORE-ReID V2: Advancing the Domain Adaptation for Object Re-Identification with Optimized Training and Ensemble Fusion Jul 4, 2025 Domain Adaptation Person Re-Identification
Code Code Available Unlocking Constraints: Source-Free Occlusion-Aware Seamless Segmentation Jun 26, 2025 Domain Adaptation Unsupervised Domain Adaptation
Code Code Available Topology-Aware Modeling for Unsupervised Simulation-to-Reality Point Cloud Recognition Jun 26, 2025 Contrastive Learning Domain Adaptation
Code Code Available Prmpt2Adpt: Prompt-Based Zero-Shot Domain Adaptation for Resource-Constrained Environments Jun 20, 2025 Domain Adaptation Unsupervised Domain Adaptation
— Unverified MUDAS: Mote-scale Unsupervised Domain Adaptation in Multi-label Sound Classification Jun 12, 2025 Classification Domain Adaptation
— Unverified Customizing Speech Recognition Model with Large Language Model Feedback Jun 5, 2025 Automatic Speech Recognition Automatic Speech Recognition (ASR)
— Unverified Unleashing the Power of Intermediate Domains for Mixed Domain Semi-Supervised Medical Image Segmentation May 30, 2025 Domain Adaptation Image Segmentation
Code Code Available MSDA: Combining Pseudo-labeling and Self-Supervision for Unsupervised Domain Adaptation in ASR May 30, 2025 Automatic Speech Recognition Automatic Speech Recognition (ASR)
— Unverified Contrast-Invariant Self-supervised Segmentation for Quantitative Placental MRI May 30, 2025 Domain Adaptation Segmentation
— Unverified Bridging Source and Target Domains via Link Prediction for Unsupervised Domain Adaptation on Graphs May 29, 2025 Domain Adaptation Link Prediction
— Unverified MaskAdapt: Unsupervised Geometry-Aware Domain Adaptation Using Multimodal Contextual Learning and RGB-Depth Masking May 29, 2025 Domain Adaptation Semantic Segmentation
— Unverified Point-to-Region Loss for Semi-Supervised Point-Based Crowd Counting May 28, 2025 Crowd Counting Domain Adaptation
Code Code Available Knowledge-Aligned Counterfactual-Enhancement Diffusion Perception for Unsupervised Cross-Domain Visual Emotion Recognition May 26, 2025 counterfactual Domain Adaptation
— Unverified seg_3D_by_PC2D: Multi-View Projection for Domain Generalization and Adaptation in 3D Semantic Segmentation May 21, 2025 3D Semantic Segmentation Autonomous Driving
Code Code Available EGFormer: Towards Efficient and Generalizable Multimodal Semantic Segmentation May 20, 2025 Computational Efficiency Domain Adaptation
— Unverified Towards Open-world Generalized Deepfake Detection: General Feature Extraction via Unsupervised Domain Adaptation May 18, 2025 DeepFake Detection Domain Adaptation
— Unverified Bridging the Inter-Domain Gap through Low-Level Features for Cross-Modal Medical Image Segmentation May 17, 2025 Domain Adaptation Image Segmentation
Code Code Available DDFP: Data-dependent Frequency Prompt for Source Free Domain Adaptation of Medical Image Segmentation May 15, 2025 Domain Adaptation Image Segmentation
Code Code Available TransPL: VQ-Code Transition Matrices for Pseudo-Labeling of Time Series Unsupervised Domain Adaptation May 15, 2025 Domain Adaptation Pseudo Label
Code Code Available Noise Optimized Conditional Diffusion for Domain Adaptation May 12, 2025 Domain Adaptation Unsupervised Domain Adaptation
— Unverified Depth-Sensitive Soft Suppression with RGB-D Inter-Modal Stylization Flow for Domain Generalization Semantic Segmentation May 11, 2025 Domain Adaptation Domain Generalization
— Unverified Boosting Cross-spectral Unsupervised Domain Adaptation for Thermal Semantic Segmentation May 11, 2025 Autonomous Driving Domain Adaptation
— Unverified Concept-Based Unsupervised Domain Adaptation May 8, 2025 Domain Adaptation Unsupervised Domain Adaptation
— Unverified 3D Can Be Explored In 2D: Pseudo-Label Generation for LiDAR Point Clouds Using Sensor-Intensity-Based 2D Semantic Segmentation May 6, 2025 2D Semantic Segmentation 3D Semantic Segmentation
— Unverified CMD: Constraining Multimodal Distribution for Domain Adaptation in Stereo Matching Apr 30, 2025 Domain Adaptation Stereo Matching
Code Code Available Analysis of Pseudo-Labeling for Online Source-Free Universal Domain Adaptation Apr 16, 2025 Domain Adaptation Pseudo Label
Code Code Available Transferable Deployment of Semantic Edge Inference Systems via Unsupervised Domain Adaption Apr 16, 2025 Decoder Domain Adaptation
— Unverified CATS: Mitigating Correlation Shift for Multivariate Time Series Classification Apr 5, 2025 Domain Adaptation Graph Attention
— Unverified Sliced Wasserstein Discrepancy in Disentangling Representation and Adaptation Networks for Unsupervised Domain Adaptation Apr 3, 2025 Domain Adaptation Unsupervised Domain Adaptation
Code Code Available Robust Unsupervised Domain Adaptation for 3D Point Cloud Segmentation Under Source Adversarial Attacks Apr 2, 2025 Adversarial Robustness Decoder
— Unverified Overlap-Aware Feature Learning for Robust Unsupervised Domain Adaptation for 3D Semantic Segmentation Apr 2, 2025 3D Semantic Segmentation Adversarial Attack
— Unverified Joint Source-Environment Adaptation for Deep Learning-Based Underwater Acoustic Source Ranging Mar 30, 2025 Domain Adaptation Unsupervised Domain Adaptation
— Unverified Deep learning-enabled prediction of surgical errors during cataract surgery: from simulation to real-world application Mar 28, 2025 Domain Adaptation Prediction
— Unverified Towards Practical Emotion Recognition: An Unsupervised Source-Free Approach for EEG Domain Adaptation Mar 26, 2025 Domain Adaptation EEG
— Unverified CustomKD: Customizing Large Vision Foundation for Edge Model Improvement via Knowledge Distillation Mar 23, 2025 Domain Adaptation Knowledge Distillation
— Unverified MTLoc: A Confidence-Based Source-Free Domain Adaptation Approach For Indoor Localization Mar 18, 2025 Domain Adaptation Indoor Localization
— Unverified Let Synthetic Data Shine: Domain Reassembly and Soft-Fusion for Single Domain Generalization Mar 17, 2025 Domain Adaptation Domain Generalization
— Unverified LangDA: Building Context-Awareness via Language for Domain Adaptive Semantic Segmentation Mar 17, 2025 Domain Adaptation Semantic Segmentation
— Unverified MonoCT: Overcoming Monocular 3D Detection Domain Shift with Consistent Teacher Models Mar 17, 2025 3D Object Detection Depth Estimation
— Unverified One-Shot Federated Unsupervised Domain Adaptation with Scaled Entropy Attention and Multi-Source Smoothed Pseudo Labeling Mar 13, 2025 Domain Adaptation Federated Learning
— Unverified HierDAMap: Towards Universal Domain Adaptive BEV Mapping via Hierarchical Perspective Priors Mar 10, 2025 Autonomous Driving Domain Adaptation
Code Code Available Bridging Synthetic-to-Real Gaps: Frequency-Aware Perturbation and Selection for Single-shot Multi-Parametric Mapping Reconstruction Mar 5, 2025 Domain Adaptation Unsupervised Domain Adaptation
Code Code Available Intermediate Domain-guided Adaptation for Unsupervised Chorioallantoic Membrane Vessel Segmentation Mar 5, 2025 Contrastive Learning Domain Adaptation
Code Code Available MIAdapt: Source-free Few-shot Domain Adaptive Object Detection for Microscopic Images Mar 5, 2025 Domain Adaptation object-detection
— Unverified MFM-DA: Instance-Aware Adaptor and Hierarchical Alignment for Efficient Domain Adaptation in Medical Foundation Models Mar 2, 2025 Denoising Domain Adaptation
Code Code Available When Unsupervised Domain Adaptation meets One-class Anomaly Detection: Addressing the Two-fold Unsupervised Curse by Leveraging Anomaly Scarcity Feb 28, 2025 Anomaly Detection Domain Adaptation
— Unverified Model Adaptation: Unsupervised Domain Adaptation without Source Data Feb 26, 2025 Domain Adaptation Prediction
— Unverified M3DA: Benchmark for Unsupervised Domain Adaptation in 3D Medical Image Segmentation Feb 24, 2025 Computed Tomography (CT) Domain Adaptation
Code Code Available 