From Synthetic to Real: Unsupervised Domain Adaptation for Animal Pose Estimation Mar 27, 2021 Animal Pose Estimation Domain Adaptation
Code Code Available Fusion-then-Distillation: Toward Cross-modal Positive Distillation for Domain Adaptive 3D Semantic Segmentation Oct 25, 2024 3D Semantic Segmentation Domain Adaptation
Code Code Available Affinity Space Adaptation for Semantic Segmentation Across Domains Sep 26, 2020 Domain Adaptation Segmentation
Code Code Available Geometry-Aware Self-Training for Unsupervised Domain Adaptationon Object Point Clouds Aug 20, 2021 Domain Adaptation Point Cloud Classification
Code Code Available GIPSO: Geometrically Informed Propagation for Online Adaptation in 3D LiDAR Segmentation Jul 20, 2022 Autonomous Driving Domain Adaptation
Code Code Available Bidirectional Self-Training with Multiple Anisotropic Prototypes for Domain Adaptive Semantic Segmentation Apr 16, 2022 Domain Adaptation Pseudo Label
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 Bi-level Alignment for Cross-Domain Crowd Counting May 12, 2022 AutoML Crowd Counting
Code Code Available Collaborative Unsupervised Domain Adaptation for Medical Image Diagnosis Jul 5, 2020 Diagnostic Domain Adaptation
Code Code Available Gradually Vanishing Bridge for Adversarial Domain Adaptation Mar 30, 2020 Domain Adaptation Unsupervised 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 Hard-aware Instance Adaptive Self-training for Unsupervised Cross-domain Semantic Segmentation Feb 14, 2023 Domain Adaptation Pseudo Label
Code Code Available Confidence Score for Source-Free Unsupervised Domain Adaptation Jun 14, 2022 Domain Adaptation Unsupervised Domain Adaptation
Code Code Available Imbalanced Open Set Domain Adaptation via Moving-threshold Estimation and Gradual Alignment Mar 8, 2023 Domain Adaptation Transfer Learning
Code Code Available BlenDA: Domain Adaptive Object Detection through diffusion-based blending Jan 18, 2024 Domain Adaptation Image-to-Image Translation
Code Code Available Collaborating Domain-shared and Target-specific Feature Clustering for Cross-domain 3D Action Recognition Jul 20, 2022 3D Action Recognition Action Recognition
Code Code Available BoMuDANet: Unsupervised Adaptation for Visual Scene Understanding in Unstructured Driving Environments Sep 22, 2020 Domain Adaptation Scene Understanding
Code Code Available Improving Transferability for Domain Adaptive Detection Transformers Apr 29, 2022 Decoder Object Detection
Code Code Available Inductive Unsupervised Domain Adaptation for Few-Shot Classification via Clustering Jun 23, 2020 Classification Clustering
Code Code Available Instance Adaptive Self-Training for Unsupervised Domain Adaptation Aug 27, 2020 Domain Adaptation Image-to-Image Translation
Code Code Available Cloning Outfits from Real-World Images to 3D Characters for Generalizable Person Re-Identification Apr 6, 2022 Generalizable Person Re-identification Person Re-Identification
Code Code Available Joint Contrastive Learning for Unsupervised Domain Adaptation Jun 18, 2020 Contrastive Learning Domain Adaptation
Code Code Available A Large-scale Multi Domain Leukemia Dataset for the White Blood Cells Detection with Morphological Attributes for Explainability May 17, 2024 Attribute Domain Adaptation
Code Code Available MAPSeg: Unified Unsupervised Domain Adaptation for Heterogeneous Medical Image Segmentation Based on 3D Masked Autoencoding and Pseudo-Labeling Mar 16, 2023 Domain Adaptation Domain Generalization
Code Code Available A Large-scale Study of Spatiotemporal Representation Learning with a New Benchmark on Action Recognition Mar 23, 2023 Action Recognition Domain Adaptation
Code Code Available VLLaVO: Mitigating Visual Gap through LLMs Jan 6, 2024 Domain Adaptation Domain Generalization
Code Code Available Learning from Future: A Novel Self-Training Framework for Semantic Segmentation Sep 15, 2022 Pseudo Label Semantic Segmentation
Code Code Available Learning Generalisable Omni-Scale Representations for Person Re-Identification Oct 15, 2019 Domain Adaptation Person Re-Identification
Code Code Available Align and Distill: Unifying and Improving Domain Adaptive Object Detection Mar 18, 2024 Benchmarking object-detection
Code Code Available Bridging Few-Shot Learning and Adaptation: New Challenges of Support-Query Shift May 25, 2021 Domain Adaptation Few-Shot Learning
Code Code Available UniDA3D: Unified Domain Adaptive 3D Semantic Segmentation Pipeline Dec 20, 2022 3D Semantic Segmentation Domain Adaptation
Code Code Available Learning to Generalize Unseen Domains via Memory-based Multi-Source Meta-Learning for Person Re-Identification Dec 1, 2020 Domain Generalization Meta-Learning
Code Code Available Confident Anchor-Induced Multi-Source Free Domain Adaptation Dec 1, 2021 Domain Adaptation Pseudo Label
Code Code Available Bridging the Gap between Events and Frames through Unsupervised Domain Adaptation Sep 6, 2021 Domain Adaptation Event-based vision
Code Code Available Angular Gap: Reducing the Uncertainty of Image Difficulty through Model Calibration Jul 18, 2022 Domain Adaptation Unsupervised Domain Adaptation
Code Code Available Compositional Semantic Mix for Domain Adaptation in Point Cloud Segmentation Aug 28, 2023 Domain Adaptation Point Cloud Completion
Code Code Available Libri-Adapt: A New Speech Dataset for Unsupervised Domain Adaptation Sep 6, 2020 Domain Adaptation speech-recognition
Code Code Available Limitations of Post-Hoc Feature Alignment for Robustness Mar 10, 2021 Domain Adaptation Unsupervised Domain Adaptation
Code Code Available 3D-PL: Domain Adaptive Depth Estimation with 3D-aware Pseudo-Labeling Sep 19, 2022 Depth Estimation Domain Adaptation
Code Code Available Margin Preserving Self-paced Contrastive Learning Towards Domain Adaptation for Medical Image Segmentation Mar 15, 2021 Cardiac Segmentation Contrastive Learning
Code Code Available A Multi Camera Unsupervised Domain Adaptation Pipeline for Object Detection in Cultural Sites through Adversarial Learning and Self-Training Oct 3, 2022 Domain Adaptation Multi-target Domain Adaptation
Code Code Available CADA: Multi-scale Collaborative Adversarial Domain Adaptation for Unsupervised Optic Disc and Cup Segmentation Oct 5, 2021 Domain Adaptation Unsupervised Domain Adaptation
Code Code Available AD-CLIP: Adapting Domains in Prompt Space Using CLIP Aug 10, 2023 Contrastive Learning Domain Adaptation
Code Code Available ConDA: Contrastive Domain Adaptation for AI-generated Text Detection Sep 7, 2023 Articles Contrastive Learning
Code Code Available CALDA: Improving Multi-Source Time Series Domain Adaptation with Contrastive Adversarial Learning Sep 30, 2021 Activity Recognition Contrastive Learning
Code Code Available Calibrated Adaptive Teacher for Domain Adaptive Intelligent Fault Diagnosis Dec 5, 2023 Domain Adaptation Fault Diagnosis
Code Code Available AdaMatch: A Unified Approach to Semi-Supervised Learning and Domain Adaptation Jun 8, 2021 Domain Adaptation Semi-supervised Domain Adaptation
Code Code Available ConDo: Continual Domain Expansion for Absolute Pose Regression Dec 18, 2024 Domain Adaptation regression
Code Code Available Condition-Invariant Semantic Segmentation May 27, 2023 Domain Adaptation Segmentation
Code Code Available Unsupervised Domain Adaption Harnessing Vision-Language Pre-training Aug 5, 2024 Domain Adaptation Knowledge Distillation
Code Code Available 