Deep Least Squares Alignment for Unsupervised Domain Adaptation Nov 3, 2021 Domain Adaptation Unsupervised Domain Adaptation
Code Code Available 5 All about Structure: Adapting Structural Information across Domains for Boosting Semantic Segmentation Mar 26, 2019 All Domain Adaptation
Code Code Available 5 Mind the Class Weight Bias: Weighted Maximum Mean Discrepancy for Unsupervised Domain Adaptation May 1, 2017 Domain Adaptation Unsupervised Domain Adaptation
Code Code Available 5 Bridging the Synthetic-to-Authentic Gap: Distortion-Guided Unsupervised Domain Adaptation for Blind Image Quality Assessment May 7, 2024 Blind Image Quality Assessment Domain Adaptation
Code Code Available 5 MFM-DA: Instance-Aware Adaptor and Hierarchical Alignment for Efficient Domain Adaptation in Medical Foundation Models Mar 2, 2025 Denoising Domain Adaptation
Code Code Available 5 Deep learning based domain adaptation for mitochondria segmentation on EM volumes Feb 22, 2022 Domain Adaptation Self-Supervised Learning
Code Code Available 5 Bridging the Inter-Domain Gap through Low-Level Features for Cross-Modal Medical Image Segmentation May 17, 2025 Domain Adaptation Image Segmentation
Code Code Available 5 DeepJDOT: Deep Joint Distribution Optimal Transport for Unsupervised Domain Adaptation Mar 27, 2018 Domain Adaptation Unsupervised Domain Adaptation
Code Code Available 5 MemSAC: Memory Augmented Sample Consistency for Large Scale Unsupervised Domain Adaptation Jul 25, 2022 Domain Adaptation Fine-Grained Visual Recognition
Code Code Available 5 Bridging Synthetic-to-Real Gaps: Frequency-Aware Perturbation and Selection for Single-shot Multi-Parametric Mapping Reconstruction Mar 5, 2025 Domain Adaptation Unsupervised Domain Adaptation
Code Code Available 5 Deep Cocktail Network: Multi-source Unsupervised Domain Adaptation with Category Shift Mar 2, 2018 Domain Adaptation Multi-Source Unsupervised Domain Adaptation
Code Code Available 5 AlignFlow: Cycle Consistent Learning from Multiple Domains via Normalizing Flows May 30, 2019 Density Estimation Domain Adaptation
Code Code Available 5 Memory-aware curriculum federated learning for breast cancer classification Jul 6, 2021 Breast Cancer Detection Cancer Classification
Code Code Available 5 Minimal-Entropy Correlation Alignment for Unsupervised Deep Domain Adaptation Nov 28, 2017 Domain Adaptation General Classification
Code Code Available 5 Optimal Transport for Conditional Domain Matching and Label Shift Jun 15, 2020 Domain Adaptation Unsupervised Domain Adaptation
Code Code Available 5 Bridge then Begin Anew: Generating Target-relevant Intermediate Model for Source-free Visual Emotion Adaptation Dec 18, 2024 Domain Adaptation Emotion Recognition
Code Code Available 5 DDFP: Data-dependent Frequency Prompt for Source Free Domain Adaptation of Medical Image Segmentation May 15, 2025 Domain Adaptation Image Segmentation
Code Code Available 5 Mapping conditional distributions for domain adaptation under generalized target shift Oct 26, 2021 Domain Adaptation Unsupervised Domain Adaptation
Code Code Available 5 Adaptor: Objective-Centric Adaptation Framework for Language Models Mar 8, 2022 Domain Adaptation Unsupervised Domain Adaptation
Code Code Available 5 Boundary and Entropy-driven Adversarial Learning for Fundus Image Segmentation Jun 26, 2019 Domain Adaptation Image Segmentation
Code Code Available 5 Making the Best of Both Worlds: A Domain-Oriented Transformer for Unsupervised Domain Adaptation Aug 2, 2022 Domain Adaptation Pseudo Label
Code Code Available 5 Manifold-Aware Self-Training for Unsupervised Domain Adaptation on Regressing 6D Object Pose May 18, 2023 6D Pose Estimation Domain Adaptation
Code Code Available 5 Multi-Prompt Alignment for Multi-Source Unsupervised Domain Adaptation Sep 30, 2022 Domain Adaptation Multi-Source Unsupervised Domain Adaptation
Code Code Available 5 Manifold Criterion Guided Transfer Learning via Intermediate Domain Generation Mar 25, 2019 Domain Adaptation Transfer Learning
Code Code Available 5 M3DA: Benchmark for Unsupervised Domain Adaptation in 3D Medical Image Segmentation Feb 24, 2025 Computed Tomography (CT) Domain Adaptation
Code Code Available 5 