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 5 Domain Generalizer: A Few-shot Meta Learning Framework for Domain Generalization in Medical Imaging Aug 18, 2020 Computed Tomography (CT) Domain Generalization
Code Code Available 5 An Information-theoretic Approach to Distribution Shifts Jun 7, 2021 Domain Generalization Model Selection
Code Code Available 5 Invariant-Feature Subspace Recovery: A New Class of Provable Domain Generalization Algorithms Nov 2, 2023 Binary Classification Domain Generalization
Code Code Available 5 Evaluation of Complexity Measures for Deep Learning Generalization in Medical Image Analysis Mar 4, 2021 Deep Learning Domain Generalization
Code Code Available 5 Exploiting Domain-Specific Features to Enhance Domain Generalization Oct 18, 2021 Domain Generalization Meta-Learning
Code Code Available 5 Face Presentation Attack Detection by Excavating Causal Clues and Adapting Embedding Statistics Aug 28, 2023 counterfactual Domain Adaptation
Code Code Available 5 Deeper, Broader and Artier Domain Generalization Oct 9, 2017 Domain Generalization
Code Code Available 5 AMAES: Augmented Masked Autoencoder Pretraining on Public Brain MRI Data for 3D-Native Segmentation Aug 1, 2024 3D Semantic Segmentation Domain Generalization
Code Code Available 5 Deep Stable Learning for Out-Of-Distribution Generalization Apr 16, 2021 Domain Generalization Out-of-Distribution Generalization
Code Code Available 5 ASPS: Augmented Segment Anything Model for Polyp Segmentation Jun 30, 2024 Domain Generalization model
Code Code Available 5 Deep CORAL: Correlation Alignment for Deep Domain Adaptation Jul 6, 2016 Domain Adaptation Domain Generalization
Code Code Available 5 Environment Agnostic Representation for Visual Reinforcement Learning Jan 1, 2023 Deep Reinforcement Learning Domain Generalization
Code Code Available 5 DATTA: Domain-Adversarial Test-Time Adaptation for Cross-Domain WiFi-Based Human Activity Recognition Nov 20, 2024 Activity Recognition Domain Generalization
Code Code Available 5 A Dual-Augmentor Framework for Domain Generalization in 3D Human Pose Estimation Mar 17, 2024 3D Human Pose Estimation Domain Generalization
Code Code Available 5 DecAug: Out-of-Distribution Generalization via Decomposed Feature Representation and Semantic Augmentation Dec 17, 2020 Domain Generalization Image Classification
Code Code Available 5 A Sentence Speaks a Thousand Images: Domain Generalization through Distilling CLIP with Language Guidance Sep 21, 2023 Domain Generalization Knowledge Distillation
Code Code Available 5 A Sensor Agnostic Domain Generalization Framework for Leveraging Geospatial Foundation Models: Enhancing Semantic Segmentation viaSynergistic Pseudo-Labeling and Generative Learning May 2, 2025 Crop Yield Prediction Domain Adaptation
Code Code Available 5 AADG: Automatic Augmentation for Domain Generalization on Retinal Image Segmentation Jul 27, 2022 Data Augmentation Deep Reinforcement Learning
Code Code Available 5 Deep Learning for Face Anti-Spoofing: A Survey Jun 28, 2021 Deep Learning Domain Generalization
Code Code Available 5 EPVT: Environment-aware Prompt Vision Transformer for Domain Generalization in Skin Lesion Recognition Apr 4, 2023 Domain Generalization General Knowledge
Code Code Available 5 Unlocking Emergent Modularity in Large Language Models Oct 17, 2023 Domain Generalization Transfer Learning
Code Code Available 5 ELFNet: Evidential Local-global Fusion for Stereo Matching Aug 1, 2023 Domain Generalization Stereo Matching
Code Code Available 5 Energy-Based Test Sample Adaptation for Domain Generalization Feb 22, 2023 Domain Generalization Variational Inference
Code Code Available 5 A Re-Parameterized Vision Transformer (ReVT) for Domain-Generalized Semantic Segmentation Aug 25, 2023 Domain Generalization Segmentation
Code Code Available 5 