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 5 Weakly-Supervised Domain Adaptive Semantic Segmentation With Prototypical Contrastive Learning Jan 1, 2023 Contrastive Learning Domain Adaptation
Code Code Available 5 An Efficient Method for the Classification of Croplands in Scarce-Label Regions Mar 17, 2021 Classification Domain Adaptation
Code Code Available 5 Multi-Source Domain Adaptation with Mixture of Experts Sep 7, 2018 Domain Adaptation Mixture-of-Experts
Code Code Available 5 Multi-source-free Domain Adaptation via Uncertainty-aware Adaptive Distillation Feb 9, 2024 Domain Adaptation Knowledge Distillation
Code Code Available 5 Multi-Target Unsupervised Domain Adaptation for Semantic Segmentation without External Data May 10, 2024 Domain Adaptation Segmentation
Code Code Available 5 Anatomical Conditioning for Contrastive Unpaired Image-to-Image Translation of Optical Coherence Tomography Images Apr 8, 2024 Contrastive Learning Decoder
Code Code Available 5 Camera Alignment and Weighted Contrastive Learning for Domain Adaptation in Video Person ReID Nov 7, 2022 Clustering Contrastive Learning
Code Code Available 5 Calibration of Network Confidence for Unsupervised Domain Adaptation Using Estimated Accuracy Sep 6, 2024 Domain Adaptation Unsupervised Domain Adaptation
Code Code Available 5 Analysis of Pseudo-Labeling for Online Source-Free Universal Domain Adaptation Apr 16, 2025 Domain Adaptation Pseudo Label
Code Code Available 5 Benchmarking Domain Adaptation for Chemical Processes on the Tennessee Eastman Process Aug 22, 2023 Benchmarking Domain Adaptation
Code Code Available 5 Multi-source Domain Adaptation for Panoramic Semantic Segmentation Aug 29, 2024 Domain Adaptation Segmentation
Code Code Available 5 MV-Match: Multi-View Matching for Domain-Adaptive Identification of Plant Nutrient Deficiencies Sep 2, 2024 Domain Adaptation Unsupervised Domain Adaptation
Code Code Available 5 Multinomial Adversarial Networks for Multi-Domain Text Classification Feb 15, 2018 Classification Cross-Domain Text Classification
Code Code Available 5 CAD Models to Real-World Images: A Practical Approach to Unsupervised Domain Adaptation in Industrial Object Classification Oct 7, 2023 Domain Adaptation Object
Code Code Available 5 Multichannel Semantic Segmentation with Unsupervised Domain Adaptation Dec 11, 2018 Domain Adaptation Segmentation
Code Code Available 5 Multiple Classifiers Based Maximum Classifier Discrepancy for Unsupervised Domain Adaptation Aug 2, 2021 Domain Adaptation image-classification
Code Code Available 5 Butterfly: One-step Approach towards Wildly Unsupervised Domain Adaptation May 19, 2019 Domain Adaptation Unsupervised Domain Adaptation
Code Code Available 5 AdaTriplet-RA: Domain Matching via Adaptive Triplet and Reinforced Attention for Unsupervised Domain Adaptation Nov 16, 2022 Domain Adaptation Transfer Learning
Code Code Available 5 Moment Matching for Multi-Source Domain Adaptation Dec 4, 2018 Benchmarking Domain Adaptation
Code Code Available 5 Deep Reconstruction-Classification Networks for Unsupervised Domain Adaptation Jul 12, 2016 Classification Domain Adaptation
Code Code Available 5 MSCDA: Multi-level Semantic-guided Contrast Improves Unsupervised Domain Adaptation for Breast MRI Segmentation in Small Datasets Jan 4, 2023 Contrastive Learning Domain Adaptation
Code Code Available 5 MVUDA: Unsupervised Domain Adaptation for Multi-view Pedestrian Detection Dec 5, 2024 Domain Adaptation Pedestrian Detection
Code Code Available 5 Handling new target classes in semantic segmentation with domain adaptation Apr 2, 2020 Domain Adaptation Scene Segmentation
Code Code Available 5 Deep Metric Learning-Based Feature Embedding for Hyperspectral Image Classification Oct 30, 2019 Domain Adaptation Few-Shot Image Classification
Code Code Available 5 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 