Correlation Alignment by Riemannian Metric for Domain Adaptation May 23, 2017 Domain Adaptation Unsupervised Domain Adaptation
Code Code Available In-N-Out: Pre-Training and Self-Training using Auxiliary Information for Out-of-Distribution Robustness Dec 8, 2020 Domain Adaptation Time Series
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 Objective and subjective evaluation of speech enhancement methods in the UDASE task of the 7th CHiME challenge Feb 2, 2024 Domain Adaptation Speech Enhancement
Code Code Available Unsupervised Domain Adaptation for Anatomical Landmark Detection Aug 25, 2023 Anatomical Landmark Detection Domain Adaptation
Code Code Available Cooperative Distribution Alignment via JSD Upper Bound Jul 5, 2022 Domain Adaptation Unsupervised Domain Adaptation
Code Code Available On Embodied Visual Navigation in Real Environments Through Habitat Oct 26, 2020 Domain Adaptation Unsupervised Domain Adaptation
Code Code Available Self-similarity Grouping: A Simple Unsupervised Cross Domain Adaptation Approach for Person Re-identification Nov 26, 2018 Clustering Domain Adaptation
Code Code Available Contrastive Conditional Alignment based on Label Shift Calibration for Imbalanced Domain Adaptation Dec 29, 2024 Domain Adaptation Unsupervised Domain Adaptation
Code Code Available Independent Feature Decomposition and Instance Alignment for Unsupervised Domain Adaptation Apr 19, 2023 Domain Adaptation Transfer Learning
Code Code Available Synthia's Melody: A Benchmark Framework for Unsupervised Domain Adaptation in Audio Sep 26, 2023 Attribute Deep Learning
Code Code Available On f-Divergence Principled Domain Adaptation: An Improved Framework Feb 2, 2024 Domain Adaptation Unsupervised Domain Adaptation
Code Code Available Attending to Discriminative Certainty for Domain Adaptation Jun 8, 2019 Domain Adaptation Unsupervised Domain Adaptation
Code Code Available On Learning Invariant Representation for Domain Adaptation Jan 27, 2019 Domain Adaptation Representation Learning
Code Code Available Online Continual Domain Adaptation for Semantic Image Segmentation Using Internal Representations Jan 2, 2024 Domain Adaptation Image Segmentation
Code Code Available Improving Unsupervised Domain Adaptation by Reducing Bi-level Feature Redundancy Dec 28, 2020 Domain Adaptation Unsupervised Domain Adaptation
Code Code Available Syn-to-Real Unsupervised Domain Adaptation for Indoor 3D Object Detection Jun 17, 2024 3D Object Detection Domain Adaptation
Code Code Available T2Net: Synthetic-to-Realistic Translation for Solving Single-Image Depth Estimation Tasks Aug 4, 2018 Depth Estimation Depth Prediction
Code Code Available Taking A Closer Look at Domain Shift: Category-level Adversaries for Semantics Consistent Domain Adaptation Sep 25, 2018 Domain Adaptation Semantic Segmentation
Code Code Available Self-Supervised Learning in Multi-Task Graphs through Iterative Consensus Shift Mar 26, 2021 Domain Adaptation Multi-Task Learning
Code Code Available On Balancing Bias and Variance in Unsupervised Multi-Source-Free Domain Adaptation Feb 1, 2022 Domain Adaptation Source-Free Domain Adaptation
Code Code Available Contrast and Clustering: Learning Neighborhood Pair Representation for Source-free Domain Adaptation Jan 31, 2023 Clustering Contrastive Learning
Code Code Available Unsupervised Domain Adaptation for Brain Vessel Segmentation through Transwarp Contrastive Learning Feb 23, 2024 Contrastive Learning Domain Adaptation
Code Code Available BiPC: Bidirectional Probability Calibration for Unsupervised Domain Adaption Sep 29, 2024 Domain Adaptation Unsupervised Domain Adaptation
Code Code Available Unsupervised Domain Adaptation through Inter-modal Rotation for RGB-D Object Recognition Apr 21, 2020 Domain Adaptation Object Categorization
Code Code Available Improving Transferability of Domain Adaptation Networks Through Domain Alignment Layers Sep 6, 2021 Domain Adaptation Multi-Source Unsupervised Domain Adaptation
Code Code Available Unsupervised domain adaptation for clinician pose estimation and instance segmentation in the operating room Aug 26, 2021 2D Human Pose Estimation Instance Segmentation
Code Code Available Task Refinement Learning for Improved Accuracy and Stability of Unsupervised Domain Adaptation Jul 1, 2019 Domain Adaptation Language Modeling
Code Code Available Continuous Unsupervised Domain Adaptation Using Stabilized Representations and Experience Replay Jan 31, 2024 Continual Learning Domain Adaptation
Code Code Available Improving Robustness of Deep Learning Based Knee MRI Segmentation: Mixup and Adversarial Domain Adaptation Aug 12, 2019 Domain Adaptation MRI segmentation
Code Code Available Open Set Domain Adaptation: Theoretical Bound and Algorithm Jul 19, 2019 Domain Adaptation Unsupervised Domain Adaptation
Code Code Available Unsupervised Domain Adaptation through Self-Supervision Sep 26, 2019 Domain Adaptation Unsupervised Domain Adaptation
Code Code Available Asymmetric Tri-training for Unsupervised Domain Adaptation Feb 27, 2017 Domain Adaptation Sentiment Analysis
Code Code Available BiMaL: Bijective Maximum Likelihood Approach to Domain Adaptation in Semantic Scene Segmentation Aug 6, 2021 Domain Adaptation Scene Segmentation
Code Code Available Bi-discriminator Domain Adversarial Neural Networks with Class-Level Gradient Alignment Oct 21, 2023 Contrastive Learning Domain Adaptation
Code Code Available Improving Pseudo Labels With Intra-Class Similarity for Unsupervised Domain Adaptation Jul 25, 2022 Domain Adaptation Unsupervised Domain Adaptation
Code Code Available Continuous Pseudo-Label Rectified Domain Adaptive Semantic Segmentation With Implicit Neural Representations Jan 1, 2023 Domain Adaptation Pseudo Label
Code Code Available Overcoming Saturation in Density Ratio Estimation by Iterated Regularization Feb 21, 2024 Density Ratio Estimation Domain Adaptation
Code Code Available Temporal Source Recovery for Time-Series Source-Free Unsupervised Domain Adaptation Sep 29, 2024 Diversity Domain Adaptation
Code Code Available Unsupervised Domain Adaptive Re-Identification: Theory and Practice Jul 30, 2018 General Classification Unsupervised Domain Adaptation
Code Code Available OVOSE: Open-Vocabulary Semantic Segmentation in Event-Based Cameras Aug 18, 2024 Autonomous Driving Domain Adaptation
Code Code Available PAC-Bayesian Domain Adaptation Bounds for Multiclass Learners Jul 12, 2022 Domain Adaptation Unsupervised Domain Adaptation
Code Code Available Unsupervised Domain Adaptation for Depth Prediction from Images Sep 9, 2019 Depth Estimation Depth Prediction
Code Code Available A review of domain adaptation without target labels Jan 16, 2019 Domain Adaptation Domain Generalization
Code Code Available Unsupervised Domain Expansion for Visual Categorization Apr 1, 2021 Domain Adaptation Knowledge Distillation
Code Code Available The balancing principle for parameter choice in distance-regularized domain adaptation Dec 1, 2021 Domain Adaptation Unsupervised Domain Adaptation
Code Code Available Unsupervised Domain Adaptation using Generative Adversarial Networks for Semantic Segmentation of Aerial Images May 8, 2019 Domain Adaptation Management
Code Code Available Unsupervised Domain Generalization for Person Re-identification: A Domain-specific Adaptive Framework Nov 30, 2021 Domain Adaptation Domain Generalization
Code Code Available Partial Domain Adaptation without Domain Alignment Aug 29, 2021 Domain Adaptation Partial Domain Adaptation
Code Code Available Unsupervised Foggy Scene Understanding via Self Spatial-Temporal Label Diffusion Jun 10, 2022 Autonomous Driving Domain Adaptation
Code Code Available 