Collaborative Unsupervised Domain Adaptation for Medical Image Diagnosis Nov 17, 2019 Diagnostic Domain Adaptation
Code Code Available Collaborative Unsupervised Domain Adaptation for Medical Image Diagnosis Jul 5, 2020 Diagnostic Domain Adaptation
Code Code Available If your data distribution shifts, use self-learning Apr 27, 2021 Domain Adaptation Robust classification
Code Code Available Unsupervised Domain Adaption Harnessing Vision-Language Pre-training Aug 5, 2024 Domain Adaptation Knowledge Distillation
Code Code Available Exploring Few-Shot Adaptation for Activity Recognition on Diverse Domains May 15, 2023 Action Recognition Activity Recognition
Code Code Available Feature Fusion Transferability Aware Transformer for Unsupervised Domain Adaptation Nov 10, 2024 Domain Adaptation Representation Learning
Code Code Available CORE-ReID: Comprehensive Optimization and Refinement through Ensemble Fusion in Domain Adaptation for Person Re-Identification Jun 3, 2024 Domain Adaptation Person Re-Identification
Code Code Available FIFO: Learning Fog-invariant Features for Foggy Scene Segmentation Apr 4, 2022 Domain Adaptation Foggy Scene Segmentation
Code Code Available Compositional Semantic Mix for Domain Adaptation in Point Cloud Segmentation Aug 28, 2023 Domain Adaptation Point Cloud Completion
Code Code Available FPL+: Filtered Pseudo Label-based Unsupervised Cross-Modality Adaptation for 3D Medical Image Segmentation Apr 7, 2024 Data Augmentation Domain Adaptation
Code Code Available Adversarial Branch Architecture Search for Unsupervised Domain Adaptation Feb 12, 2021 Domain Adaptation Model Selection
Code Code Available Concurrent Subsidiary Supervision for Unsupervised Source-Free Domain Adaptation Jul 27, 2022 Domain Adaptation Source-Free Domain Adaptation
Code Code Available Correlation Alignment for Unsupervised Domain Adaptation Dec 6, 2016 Domain Adaptation Unsupervised Domain Adaptation
Code Code Available Generative Cross-Domain Data Augmentation for Aspect and Opinion Co-Extraction Jul 1, 2022 Data Augmentation Domain Adaptation
Code Code Available ConDA: Contrastive Domain Adaptation for AI-generated Text Detection Sep 7, 2023 Articles Contrastive Learning
Code Code Available GIPSO: Geometrically Informed Propagation for Online Adaptation in 3D LiDAR Segmentation Jul 20, 2022 Autonomous Driving Domain Adaptation
Code Code Available Contrastive Domain Adaptation for Time-Series via Temporal Mixup Dec 3, 2022 Contrastive Learning Domain Adaptation
Code Code Available GPL: Generative Pseudo Labeling for Unsupervised Domain Adaptation of Dense Retrieval Dec 14, 2021 Domain Adaptation Retrieval
Code Code Available Contrastive Mean Teacher for Domain Adaptive Object Detectors May 4, 2023 Contrastive Learning Domain Adaptation
Code Code Available Deep CORAL: Correlation Alignment for Deep Domain Adaptation Jul 6, 2016 Domain Adaptation Domain Generalization
Code Code Available ConDo: Continual Domain Expansion for Absolute Pose Regression Dec 18, 2024 Domain Adaptation regression
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-based Visual Dispersal for Few-shot Unsupervised Domain Adaptation Sep 27, 2023 Domain Adaptation Self-Supervised Learning
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 Improving robustness against common corruptions by covariate shift adaptation Jun 30, 2020 Domain Generalization Image Classification
Code Code Available Confidence Regularized Self-Training Aug 26, 2019 Domain Adaptation image-classification
Code Code Available Confidence Score for Source-Free Unsupervised Domain Adaptation Jun 14, 2022 Domain Adaptation Unsupervised Domain Adaptation
Code Code Available Cross-Domain Gradient Discrepancy Minimization for Unsupervised Domain Adaptation Jun 8, 2021 Clustering Domain Adaptation
Code Code Available Confident Anchor-Induced Multi-Source Free Domain Adaptation Dec 1, 2021 Domain Adaptation Pseudo Label
Code Code Available ConfMix: Unsupervised Domain Adaptation for Object Detection via Confidence-based Mixing Oct 20, 2022 Domain Adaptation Object Detection
Code Code Available Devil is in Channels: Contrastive Single Domain Generalization for Medical Image Segmentation Jun 8, 2023 Disentanglement Domain Adaptation
Code Code Available Instance Adaptive Self-Training for Unsupervised Domain Adaptation Aug 27, 2020 Domain Adaptation Image-to-Image Translation
Code Code Available Attract, Perturb, and Explore: Learning a Feature Alignment Network for Semi-supervised Domain Adaptation Jul 18, 2020 Domain Adaptation Semi-supervised 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 DenseMTL: Cross-task Attention Mechanism for Dense Multi-task Learning Jun 17, 2022 2D Semantic Segmentation Depth Estimation
Code Code Available KD3A: Unsupervised Multi-Source Decentralized Domain Adaptation via Knowledge Distillation Nov 19, 2020 Domain Adaptation Knowledge Distillation
Code Code Available Label Propagation with Augmented Anchors: A Simple Semi-Supervised Learning baseline for Unsupervised Domain Adaptation Jul 15, 2020 Domain Adaptation Unsupervised Domain Adaptation
Code Code Available VLLaVO: Mitigating Visual Gap through LLMs Jan 6, 2024 Domain Adaptation Domain Generalization
Code Code Available Injecting Domain Adaptation with Learning-to-hash for Effective and Efficient Zero-shot Dense Retrieval May 23, 2022 Ad-Hoc Information Retrieval CPU
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 Site-specific Styles for Multi-institutional Unsupervised Cross-modality Domain Adaptation Nov 21, 2023 Domain Adaptation Medical Image Analysis
Code Code Available Context-Aware Mixup for Domain Adaptive Semantic Segmentation Aug 8, 2021 Domain Adaptation Image-to-Image Translation
Code Code Available Context-Aware Pseudo-Label Refinement for Source-Free Domain Adaptive Fundus Image Segmentation Aug 15, 2023 Denoising 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 Learning Transferable Parameters for Unsupervised Domain Adaptation Aug 13, 2021 Domain Adaptation image-classification
Code Code Available Continual Domain Adaptation through Pruning-aided Domain-specific Weight Modulation Apr 15, 2023 Continual Learning Domain Adaptation
Code Code Available Continual self-training with bootstrapped remixing for speech enhancement Oct 19, 2021 Domain Adaptation Speech Enhancement
Code Code Available Limitations of Post-Hoc Feature Alignment for Robustness Mar 10, 2021 Domain Adaptation Unsupervised Domain Adaptation
Code Code Available Make the U in UDA Matter: Invariant Consistency Learning for Unsupervised Domain Adaptation Sep 22, 2023 Domain Adaptation Unsupervised Domain Adaptation
Code Code Available Dynamic Instance Domain Adaptation Mar 9, 2022 Domain Adaptation Unsupervised Domain Adaptation
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