Uncertainty-Guided Alignment for Unsupervised Domain Adaptation in Regression Jan 24, 2024 Domain Adaptation regression
— Unverified Adaptive Betweenness Clustering for Semi-Supervised Domain Adaptation Jan 21, 2024 Clustering Domain Adaptation
— Unverified Inter-Domain Mixup for Semi-Supervised Domain Adaptation Jan 21, 2024 Domain Adaptation Semi-supervised Domain Adaptation
— Unverified Source-Free and Image-Only Unsupervised Domain Adaptation for Category Level Object Pose Estimation Jan 19, 2024 Domain Adaptation Pose Estimation
— Unverified BlenDA: Domain Adaptive Object Detection through diffusion-based blending Jan 18, 2024 Domain Adaptation Image-to-Image Translation
Code Code Available Learning to Generalize over Subpartitions for Heterogeneity-aware Domain Adaptive Nuclei Segmentation Jan 17, 2024 Disentanglement Domain Adaptation
— Unverified Unsupervised multi-source domain adaptation for person re-identification via feature fusion and pseudo-label refinement Jan 15, 2024 Domain Adaptation Person Re-Identification
— Unverified Semantic Segmentation in Multiple Adverse Weather Conditions with Domain Knowledge Retention Jan 15, 2024 Domain Adaptation Multi-target Domain Adaptation
— Unverified Unsupervised Domain Adaptation Using Compact Internal Representations Jan 14, 2024 Domain Adaptation Unsupervised Domain Adaptation
— Unverified DA-BEV: Unsupervised Domain Adaptation for Bird's Eye View Perception Jan 13, 2024 3D Object Detection Domain Adaptation
— Unverified D3GU: Multi-Target Active Domain Adaptation via Enhancing Domain Alignment Jan 10, 2024 Classification Domain Adaptation
Code Code Available VLLaVO: Mitigating Visual Gap through LLMs Jan 6, 2024 Domain Adaptation Domain Generalization
Code Code Available DTBS: Dual-Teacher Bi-directional Self-training for Domain Adaptation in Nighttime Semantic Segmentation Jan 2, 2024 Domain Adaptation Pseudo Label
Code Code Available Relating Events and Frames Based on Self-Supervised Learning and Uncorrelated Conditioning for Unsupervised Domain Adaptation Jan 2, 2024 Domain Adaptation Event-based vision
— Unverified Online Continual Domain Adaptation for Semantic Image Segmentation Using Internal Representations Jan 2, 2024 Domain Adaptation Image Segmentation
Code Code Available Understanding and Improving Source-free Domain Adaptation from a Theoretical Perspective Jan 1, 2024 Diversity Domain Adaptation
— Unverified Semantics Distortion and Style Matter: Towards Source-free UDA for Panoramic Segmentation Jan 1, 2024 Domain Adaptation ERP
— Unverified Modality-Collaborative Test-Time Adaptation for Action Recognition Jan 1, 2024 Action Recognition Domain Adaptation
— Unverified NightCC: Nighttime Color Constancy via Adaptive Channel Masking Jan 1, 2024 Color Constancy Diversity
— Unverified Multi-Modal Domain Adaptation Across Video Scenes for Temporal Video Grounding Dec 21, 2023 Domain Adaptation Unsupervised Domain Adaptation
— Unverified Domain Adaptive Graph Classification Dec 21, 2023 Classification Domain Adaptation
— Unverified SADA: Semantic adversarial unsupervised domain adaptation for Temporal Action Localization Dec 20, 2023 Action Detection Action Localization
Code Code Available All for One, and One for All: UrbanSyn Dataset, the third Musketeer of Synthetic Driving Scenes Dec 19, 2023 All Domain Adaptation
— Unverified MDD-UNet: Domain Adaptation for Medical Image Segmentation with Theoretical Guarantees, a Proof of Concept Dec 19, 2023 Decoder Domain Adaptation
Code Code Available DomainForensics: Exposing Face Forgery across Domains via Bi-directional Adaptation Dec 17, 2023 DeepFake Detection Domain Adaptation
— Unverified Deep Unsupervised Domain Adaptation for Time Series Classification: a Benchmark Dec 15, 2023 Activity Recognition Domain Adaptation
Code Code Available Prompt-based Distribution Alignment for Unsupervised Domain Adaptation Dec 15, 2023 Domain Adaptation Prompt Engineering
Code Code Available Oracle Character Recognition using Unsupervised Discriminative Consistency Network Dec 11, 2023 Domain Adaptation Unsupervised Domain Adaptation
— Unverified AUGCAL: Improving Sim2Real Adaptation by Uncertainty Calibration on Augmented Synthetic Images Dec 11, 2023 Domain Adaptation Unsupervised Domain Adaptation
— Unverified LiCamPose: Combining Multi-View LiDAR and RGB Cameras for Robust Single-frame 3D Human Pose Estimation Dec 11, 2023 3D Human Pose Estimation Domain Adaptation
— Unverified Subject-Based Domain Adaptation for Facial Expression Recognition Dec 9, 2023 Domain Adaptation Facial Expression Recognition
Code Code Available A Unified Framework for Unsupervised Domain Adaptation based on Instance Weighting Dec 8, 2023 Domain Adaptation Partial Domain Adaptation
— Unverified Combining inherent knowledge of vision-language models with unsupervised domain adaptation through strong-weak guidance Dec 7, 2023 Domain Adaptation Knowledge Distillation
Code Code Available Complementary Benefits of Contrastive Learning and Self-Training Under Distribution Shift Dec 6, 2023 Contrastive Learning Domain Adaptation
— Unverified Unsupervised Video Domain Adaptation with Masked Pre-Training and Collaborative Self-Training Dec 5, 2023 Action Recognition Domain Adaptation
Code Code Available Calibrated Adaptive Teacher for Domain Adaptive Intelligent Fault Diagnosis Dec 5, 2023 Domain Adaptation Fault Diagnosis
Code Code Available Synchronization is All You Need: Exocentric-to-Egocentric Transfer for Temporal Action Segmentation with Unlabeled Synchronized Video Pairs Dec 5, 2023 Action Segmentation All
Code Code Available Enhancing and Adapting in the Clinic: Source-free Unsupervised Domain Adaptation for Medical Image Enhancement Dec 3, 2023 Domain Adaptation Image Enhancement
Code Code Available Target-agnostic Source-free Domain Adaptation for Regression Tasks Dec 1, 2023 Domain Adaptation Prediction
— Unverified Multi-Modal Video Topic Segmentation with Dual-Contrastive Domain Adaptation Nov 30, 2023 Contrastive Learning Domain Adaptation
— Unverified Learning domain-invariant classifiers for infant cry sounds Nov 30, 2023 Domain Adaptation Unsupervised Domain Adaptation
— Unverified Adversarial Distribution Balancing for Counterfactual Reasoning Nov 28, 2023 counterfactual Counterfactual Reasoning
Code Code Available Material Palette: Extraction of Materials from a Single Image Nov 28, 2023 Domain Adaptation Unsupervised Domain Adaptation
— Unverified Progressive Classifier and Feature Extractor Adaptation for Unsupervised Domain Adaptation on Point Clouds Nov 27, 2023 Domain Adaptation Self-Supervised Learning
Code Code Available One-bit Supervision for Image Classification: Problem, Solution, and Beyond Nov 26, 2023 Active Learning Domain Adaptation
— Unverified SAM4UDASS: When SAM Meets Unsupervised Domain Adaptive Semantic Segmentation in Intelligent Vehicles Nov 22, 2023 Domain Adaptation Semantic Segmentation
Code Code Available Improving Source-Free Target Adaptation with Vision Transformers Leveraging Domain Representation Images Nov 21, 2023 Domain Adaptation Domain Generalization
— Unverified Transferring to Real-World Layouts: A Depth-aware Framework for Scene Adaptation Nov 21, 2023 Depth Estimation Domain Adaptation
Code Code Available Learning Site-specific Styles for Multi-institutional Unsupervised Cross-modality Domain Adaptation Nov 21, 2023 Domain Adaptation Medical Image Analysis
Code Code Available Adapt in Contexts: Retrieval-Augmented Domain Adaptation via In-Context Learning Nov 20, 2023 Domain Adaptation In-Context Learning
— Unverified 