Uncertainty-Aware Source-Free Adaptive Image Super-Resolution with Wavelet Augmentation Transformer Mar 31, 2023 Domain Adaptation Image Super-Resolution
Code Code Available C-SFDA: A Curriculum Learning Aided Self-Training Framework for Efficient Source Free Domain Adaptation Mar 30, 2023 Domain Adaptation Memorization
Code Code Available SFHarmony: Source Free Domain Adaptation for Distributed Neuroimaging Analysis Mar 28, 2023 Domain Adaptation Source-Free Domain Adaptation
Code Code Available A Comprehensive Survey on Test-Time Adaptation under Distribution Shifts Mar 27, 2023 Domain Adaptation Source-Free Domain Adaptation
Code Code Available Spatio-Temporal Pixel-Level Contrastive Learning-based Source-Free Domain Adaptation for Video Semantic Segmentation Mar 25, 2023 Contrastive Learning Domain Adaptation
Code Code Available TempT: Temporal consistency for Test-time adaptation Mar 19, 2023 Domain Adaptation Facial Expression Recognition
— Unverified Upcycling Models under Domain and Category Shift Mar 13, 2023 Clustering Domain Adaptation
Code Code Available Contrastive Model Adaptation for Cross-Condition Robustness in Semantic Segmentation Mar 9, 2023 Contrastive Learning Domain Adaptation
Code Code Available Guiding Pseudo-labels with Uncertainty Estimation for Source-free Unsupervised Domain Adaptation Mar 7, 2023 Domain Adaptation Source-Free Domain Adaptation
Code Code Available A Comprehensive Survey on Source-free Domain Adaptation Feb 23, 2023 Domain Adaptation Source-Free Domain Adaptation
— Unverified In Search for a Generalizable Method for Source Free Domain Adaptation Feb 13, 2023 Domain Adaptation Source-Free Domain Adaptation
— Unverified Semantic Image Segmentation: Two Decades of Research Feb 13, 2023 Domain Adaptation Domain Generalization
— Unverified When Source-Free Domain Adaptation Meets Learning with Noisy Labels Jan 31, 2023 Domain Adaptation Learning with noisy labels
— Unverified Contrast and Clustering: Learning Neighborhood Pair Representation for Source-free Domain Adaptation Jan 31, 2023 Clustering Contrastive Learning
Code Code Available Chaos to Order: A Label Propagation Perspective on Source-Free Domain Adaptation Jan 20, 2023 Clustering Domain Adaptation
— Unverified 1st Place Solution for ECCV 2022 OOD-CV Challenge Object Detection Track Jan 12, 2023 Domain Adaptation Domain Generalization
Code Code Available SSDA: Secure Source-Free Domain Adaptation Jan 1, 2023 Backdoor Attack Domain Adaptation
Code Code Available Source-Free Adaptive Gaze Estimation by Uncertainty Reduction Jan 1, 2023 Domain Adaptation Gaze Estimation
Code Code Available MHPL: Minimum Happy Points Learning for Active Source Free Domain Adaptation Jan 1, 2023 Active Learning Domain Adaptation
— Unverified Towards Better Stability and Adaptability: Improve Online Self-Training for Model Adaptation in Semantic Segmentation Jan 1, 2023 Domain Adaptation Semantic Segmentation
Code Code Available Source-Free Video Domain Adaptation With Spatial-Temporal-Historical Consistency Learning Jan 1, 2023 Domain Adaptation Source-Free Domain Adaptation
— Unverified Source-Free Domain Adaptation for Question Answering with Masked Self-training Dec 19, 2022 Domain Adaptation Question Answering
Code Code Available Dual Moving Average Pseudo-Labeling for Source-Free Inductive Domain Adaptation Dec 15, 2022 Domain Adaptation Source-Free Domain Adaptation
— Unverified Rethinking the Role of Pre-Trained Networks in Source-Free Domain Adaptation Dec 15, 2022 Domain Adaptation Representation Learning
Code Code Available Self-training via Metric Learning for Source-Free Domain Adaptation of Semantic Segmentation Dec 8, 2022 Domain Adaptation Metric Learning
— Unverified Reconciling a Centroid-Hypothesis Conflict in Source-Free Domain Adaptation Dec 7, 2022 Domain Adaptation Pseudo Label
Code Code Available Anatomy-guided domain adaptation for 3D in-bed human pose estimation Nov 22, 2022 3D Human Pose Estimation Anatomy
Code Code Available ProSFDA: Prompt Learning based Source-free Domain Adaptation for Medical Image Segmentation Nov 21, 2022 Domain Adaptation Image Segmentation
Code Code Available Divide and Contrast: Source-free Domain Adaptation via Adaptive Contrastive Learning Nov 12, 2022 Contrastive Learning Domain Adaptation
Code Code Available TTTFlow: Unsupervised Test-Time Training with Normalizing Flow Oct 20, 2022 image-classification Image Classification
Code Code Available Variational Model Perturbation for Source-Free Domain Adaptation Oct 19, 2022 Bayesian Inference Domain Adaptation
Code Code Available Polycentric Clustering and Structural Regularization for Source-free Unsupervised Domain Adaptation Oct 14, 2022 Clustering Domain Adaptation
Code Code Available Cluster-level pseudo-labelling for source-free cross-domain facial expression recognition Oct 11, 2022 Cross-Domain Facial Expression Recognition Domain Adaptation
Code Code Available Learning Across Domains and Devices: Style-Driven Source-Free Domain Adaptation in Clustered Federated Learning Oct 5, 2022 Autonomous Driving Domain Adaptation
Code Code Available RAIN: RegulArization on Input and Network for Black-Box Domain Adaptation Aug 22, 2022 Data Augmentation Domain Adaptation
Code Code Available Uncertainty-guided Source-free Domain Adaptation Aug 16, 2022 Domain Adaptation Source-Free Domain Adaptation
Code Code Available Concurrent Subsidiary Supervision for Unsupervised Source-Free Domain Adaptation Jul 27, 2022 Domain Adaptation Source-Free Domain Adaptation
Code Code Available Feed-Forward Latent Domain Adaptation Jul 15, 2022 Domain Adaptation Source-Free Domain Adaptation
— Unverified Source-Free Domain Adaptation for Real-world Image Dehazing Jul 14, 2022 Domain Adaptation Image Dehazing
— Unverified Balancing Discriminability and Transferability for Source-Free Domain Adaptation Jun 16, 2022 Domain Adaptation Semantic Segmentation
Code Code Available Test-Time Adaptation for Visual Document Understanding Jun 15, 2022 document understanding Domain Adaptation
— Unverified ProxyMix: Proxy-based Mixup Training with Label Refinery for Source-Free Domain Adaptation May 29, 2022 Domain Adaptation Object Recognition
Code Code Available Active Source Free Domain Adaptation May 22, 2022 Domain Adaptation Source-Free Domain Adaptation
— Unverified Attracting and Dispersing: A Simple Approach for Source-free Domain Adaptation May 9, 2022 Clustering Diversity
Code Code Available A Comparison of Strategies for Source-Free Domain Adaptation May 1, 2022 Active Learning Data Augmentation
Code Code Available Source-Free Domain Adaptation via Distribution Estimation Apr 24, 2022 Domain Adaptation Privacy Preserving
Code Code Available Jacobian Norm for Unsupervised Source-Free Domain Adaptation Apr 7, 2022 Domain Adaptation Source-Free Domain Adaptation
— Unverified BMD: A General Class-balanced Multicentric Dynamic Prototype Strategy for Source-free Domain Adaptation Apr 6, 2022 Clustering Domain Adaptation
Code Code Available Instance Relation Graph Guided Source-Free Domain Adaptive Object Detection Mar 29, 2022 Domain Adaptation Knowledge Distillation
Code Code Available Source-free Video Domain Adaptation by Learning Temporal Consistency for Action Recognition Mar 9, 2022 Action Recognition Domain Adaptation
Code Code Available 