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 A Universal Representation Transformer Layer for Few-Shot Image Classification Jun 21, 2020 Classification Domain Generalization
Code Code Available 5 Consistency-guided Prompt Learning for Vision-Language Models Jun 1, 2023 Domain Generalization Few-Shot Learning
Code Code Available 5 Domain Generalization via Rationale Invariance Aug 22, 2023 Decision Making Domain Generalization
Code Code Available 5 Domain Invariant Representation Learning with Domain Density Transformations Feb 9, 2021 Domain Generalization Representation Learning
Code Code Available 5 Domain Generalization Using Large Pretrained Models with Mixture-of-Adapters Oct 17, 2023 Domain Generalization parameter-efficient fine-tuning
Code Code Available 5 Domain Generalization Strategy to Train Classifiers Robust to Spatial-Temporal Shift Dec 6, 2022 Deep Learning Domain Generalization
Code Code Available 5 Domain Generalization via Entropy Regularization Dec 1, 2020 Domain Generalization
Code Code Available 5 Attention Consistency on Visual Corruptions for Single-Source Domain Generalization Apr 27, 2022 Domain Generalization Single-Source Domain Generalization
Code Code Available 5 Compound Text-Guided Prompt Tuning via Image-Adaptive Cues Dec 11, 2023 Domain Generalization GPU
Code Code Available 5 A Bit More Bayesian: Domain-Invariant Learning with Uncertainty May 9, 2021 Bayesian Inference Domain Generalization
Code Code Available 5 Collaborating Foundation Models for Domain Generalized Semantic Segmentation Dec 15, 2023 Domain Generalization Segmentation
Code Code Available 5 Attention Diversification for Domain Generalization Oct 9, 2022 Domain Generalization
Code Code Available 5 Domain generalization of 3D semantic segmentation in autonomous driving Dec 7, 2022 3D Semantic Segmentation Autonomous Driving
Code Code Available 5 Domain Generalization using Causal Matching Jun 12, 2020 Data Augmentation Domain Generalization
Code Code Available 5 Augmenting Multi-Turn Text-to-SQL Datasets with Self-Play Oct 21, 2022 Domain Generalization SQL-to-Text
Code Code Available 5 AugMix: A Simple Data Processing Method to Improve Robustness and Uncertainty Dec 5, 2019 Domain Generalization image-classification
Code Code Available 5 A Broad Study of Pre-training for Domain Generalization and Adaptation Mar 22, 2022 Domain Adaptation Domain Generalization
Code Code Available 5 Crafting Distribution Shifts for Validation and Training in Single Source Domain Generalization Sep 29, 2024 Domain Generalization Image to sketch recognition
Code Code Available 5 Domain Generalization via Gradient Surgery Aug 3, 2021 Domain Generalization image-classification
Code Code Available 5 Domain Generalization via Shuffled Style Assembly for Face Anti-Spoofing Mar 10, 2022 Contrastive Learning Domain Generalization
Code Code Available 5 AutoGPart: Intermediate Supervision Search for Generalizable 3D Part Segmentation Mar 13, 2022 3D Part Segmentation Domain Generalization
Code Code Available 5 DomainLab: A modular Python package for domain generalization in deep learning Mar 21, 2024 Benchmarking Domain Generalization
Code Code Available 5 Unlocking Emergent Modularity in Large Language Models Oct 17, 2023 Domain Generalization Transfer Learning
Code Code Available 5 A Whac-A-Mole Dilemma: Shortcuts Come in Multiples Where Mitigating One Amplifies Others Dec 9, 2022 Domain Generalization Image Classification
Code Code Available 5 Cross-Domain Feature Augmentation for Domain Generalization May 14, 2024 Data Augmentation Diversity
Code Code Available 5 Back to Basics: A Simple Recipe for Improving Out-of-Domain Retrieval in Dense Encoders Nov 16, 2023 Data Augmentation Domain Generalization
Code Code Available 5 Domain-Specific Bias Filtering for Single Labeled Domain Generalization Oct 2, 2021 Domain Generalization
Code Code Available 5 Bag of Tricks for Image Classification with Convolutional Neural Networks Dec 4, 2018 Domain Generalization General Classification
Code Code Available 5 Adapting to Distribution Shift by Visual Domain Prompt Generation May 5, 2024 Domain Generalization Meta-Learning
Code Code Available 5 Cross Contrasting Feature Perturbation for Domain Generalization Jul 24, 2023 Domain Generalization
Code Code Available 5 Do Vision Foundation Models Enhance Domain Generalization in Medical Image Segmentation? Sep 12, 2024 Decoder Domain Generalization
Code Code Available 5 Domain Generalization for Medical Imaging Classification with Linear-Dependency Regularization Sep 27, 2020 Classification Domain Generalization
Code Code Available 5 Domain Generalization for Mammography Detection via Multi-style and Multi-view Contrastive Learning Nov 21, 2021 Contrastive Learning Diversity
Code Code Available 5 Domain Generalization for Object Recognition with Multi-task Autoencoders Aug 31, 2015 Denoising Domain Generalization
Code Code Available 5 Cross-Domain Few-Shot Classification via Adversarial Task Augmentation Apr 29, 2021 Classification Cross-Domain Few-Shot
Code Code Available 5 AdaNPC: Exploring Non-Parametric Classifier for Test-Time Adaptation Apr 25, 2023 Domain Generalization Test-time Adaptation
Code Code Available 5 Domain Generalization by Mutual-Information Regularization with Pre-trained Models Mar 21, 2022 Domain Generalization
Code Code Available 5 Adversarial Training for Free! Apr 29, 2019 Adversarial Attack Adversarial Defense
Code Code Available 5 Domain Generalization for Person Re-identification: A Survey Towards Domain-Agnostic Person Matching Jun 14, 2025 Domain Generalization Person Re-Identification
Code Code Available 5 Benchmarking Algorithms for Federated Domain Generalization Jul 11, 2023 Benchmarking Diversity
Code Code Available 5 AdvST: Revisiting Data Augmentations for Single Domain Generalization Dec 20, 2023 Data Augmentation Domain Generalization
Code Code Available 5 Causality-inspired Single-source Domain Generalization for Medical Image Segmentation Nov 24, 2021 Data Augmentation Domain Generalization
Code Code Available 5 Benchmarking Distribution Shift in Tabular Data with TableShift Dec 10, 2023 Benchmarking Binary Classification
Code Code Available 5 Which Invariance Should We Transfer? A Causal Minimax Learning Approach Jul 5, 2021 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 Domain-General Crowd Counting in Unseen Scenarios Dec 5, 2022 Crowd Counting Disentanglement
Code Code Available 5 A Fourier-based Framework for Domain Generalization May 24, 2021 Data Augmentation Domain Generalization
Code Code Available 5 CDDSA: Contrastive Domain Disentanglement and Style Augmentation for Generalizable Medical Image Segmentation Nov 22, 2022 Disentanglement Domain Generalization
Code Code Available 5 AAPL: Adding Attributes to Prompt Learning for Vision-Language Models Apr 25, 2024 Data Augmentation Domain Generalization
Code Code Available 5 