Uncertainty-Guided Alignment for Unsupervised Domain Adaptation in Regression Jan 24, 2024 Domain Adaptation regression
— Unverified LightSleepNet: Design of a Personalized Portable Sleep Staging System Based on Single-Channel EEG Jan 24, 2024 Domain Adaptation EEG
— 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 Learning to Generalize over Subpartitions for Heterogeneity-aware Domain Adaptive Nuclei Segmentation Jan 17, 2024 Disentanglement Domain Adaptation
— Unverified Semantic Segmentation in Multiple Adverse Weather Conditions with Domain Knowledge Retention Jan 15, 2024 Domain Adaptation Multi-target 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 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 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 Modality-Collaborative Test-Time Adaptation for Action Recognition Jan 1, 2024 Action Recognition Domain Adaptation
— Unverified Semantics Distortion and Style Matter: Towards Source-free UDA for Panoramic Segmentation Jan 1, 2024 Domain Adaptation ERP
— Unverified Understanding and Improving Source-free Domain Adaptation from a Theoretical Perspective Jan 1, 2024 Diversity 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 DomainForensics: Exposing Face Forgery across Domains via Bi-directional Adaptation Dec 17, 2023 DeepFake Detection Domain Adaptation
— Unverified 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 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 Unsupervised Video Domain Adaptation with Masked Pre-Training and Collaborative Self-Training Dec 5, 2023 Action Recognition Domain Adaptation
Code Code Available Target-agnostic Source-free Domain Adaptation for Regression Tasks Dec 1, 2023 Domain Adaptation Prediction
— Unverified Learning domain-invariant classifiers for infant cry sounds Nov 30, 2023 Domain Adaptation Unsupervised Domain Adaptation
— Unverified Multi-Modal Video Topic Segmentation with Dual-Contrastive Domain Adaptation Nov 30, 2023 Contrastive Learning Domain Adaptation
— Unverified Material Palette: Extraction of Materials from a Single Image Nov 28, 2023 Domain Adaptation Unsupervised Domain Adaptation
— Unverified Adversarial Distribution Balancing for Counterfactual Reasoning Nov 28, 2023 counterfactual Counterfactual Reasoning
Code Code Available One-bit Supervision for Image Classification: Problem, Solution, and Beyond Nov 26, 2023 Active Learning Domain Adaptation
— Unverified Improving Source-Free Target Adaptation with Vision Transformers Leveraging Domain Representation Images Nov 21, 2023 Domain Adaptation Domain Generalization
— Unverified Adapt in Contexts: Retrieval-Augmented Domain Adaptation via In-Context Learning Nov 20, 2023 Domain Adaptation In-Context Learning
— Unverified Domain Generalization of 3D Object Detection by Density-Resampling Nov 17, 2023 3D Object Detection Data Augmentation
Code Code Available SEA++: Multi-Graph-based High-Order Sensor Alignment for Multivariate Time-Series Unsupervised Domain Adaptation Nov 17, 2023 Domain Adaptation Time Series
— Unverified Domain Adaptive Graph Neural Networks for Constraining Cosmological Parameters Across Multiple Data Sets Nov 2, 2023 Domain Adaptation Unsupervised Domain Adaptation
Code Code Available COSTAR: Improved Temporal Counterfactual Estimation with Self-Supervised Learning Nov 1, 2023 counterfactual Decision Making
Code Code Available Few-shot time-series anomaly detection with unsupervised domain adaptation Nov 1, 2023 Anomaly Detection Domain Adaptation
— Unverified Seeking Flat Minima with Mean Teacher on Semi- and Weakly-Supervised Domain Generalization for Object Detection Oct 30, 2023 Domain Adaptation Domain Generalization
— Unverified Unsupervised Domain Adaptation for Semantic Segmentation with Pseudo Label Self-Refinement Oct 25, 2023 Domain Adaptation Pseudo Label
— Unverified Mean Teacher DETR with Masked Feature Alignment: A Robust Domain Adaptive Detection Transformer Framework Oct 24, 2023 Domain Adaptation object-detection
— Unverified Deep Feature Registration for Unsupervised Domain Adaptation Oct 24, 2023 Domain Adaptation Pseudo Label
— Unverified Mitigate Domain Shift by Primary-Auxiliary Objectives Association for Generalizing Person ReID Oct 24, 2023 Auxiliary Learning Domain Generalization
— Unverified ASC: Appearance and Structure Consistency for Unsupervised Domain Adaptation in Fetal Brain MRI Segmentation Oct 22, 2023 Domain Adaptation MRI segmentation
Code Code Available 