Domain Generalization using Ensemble Learning Mar 18, 2021 Domain Generalization Ensemble Learning
— Unverified AI Fairness via Domain Adaptation Mar 15, 2021 Domain Adaptation Domain Generalization
— Unverified Treatment Effect Estimation using Invariant Risk Minimization Mar 13, 2021 Diversity Domain Generalization
Code Code Available Uncertainty-guided Model Generalization to Unseen Domains Mar 12, 2021 Domain Generalization image-classification
— Unverified FedDG: Federated Domain Generalization on Medical Image Segmentation via Episodic Learning in Continuous Frequency Space Mar 10, 2021 Domain Generalization Federated Learning
Code Code Available Evaluation of Complexity Measures for Deep Learning Generalization in Medical Image Analysis Mar 4, 2021 Deep Learning Domain Generalization
Code Code Available FSDR: Frequency Space Domain Randomization for Domain Generalization Mar 3, 2021 Domain Adaptation Domain Generalization
Code Code Available Domain Generalization: A Survey Mar 3, 2021 Action Recognition Data Augmentation
— Unverified Group-wise Inhibition based Feature Regularization for Robust Classification Mar 3, 2021 Classification Diversity
Code Code Available Generalizing to Unseen Domains: A Survey on Domain Generalization Mar 2, 2021 Domain Generalization Out-of-Distribution Generalization
— Unverified Domain Generalization via Inference-time Label-Preserving Target Projections Mar 1, 2021 Domain Generalization
— Unverified Neuron Coverage-Guided Domain Generalization Feb 27, 2021 DNN Testing Domain Generalization
— Unverified An Online Learning Approach to Interpolation and Extrapolation in Domain Generalization Feb 25, 2021 Domain Generalization Out-of-Distribution Generalization
— Unverified Self-Domain Adaptation for Face Anti-Spoofing Feb 24, 2021 Domain Adaptation Domain Generalization
— Unverified A microservice-based framework for exploring data selection in cross-building knowledge transfer Feb 23, 2021 Domain Generalization Transfer Learning
— Unverified Model-Based Domain Generalization Feb 23, 2021 Domain Generalization model
Code Code Available On Calibration and Out-of-domain Generalization Feb 20, 2021 Domain Generalization
— Unverified Transferability of Neural Network Clinical De-identification Systems Feb 17, 2021 De-identification Domain Generalization
— Unverified Robust Domain-Free Domain Generalization with Class-aware Alignment Feb 17, 2021 Domain Generalization image-classification
— Unverified SWAD: Domain Generalization by Seeking Flat Minima Feb 17, 2021 Domain Generalization Generalization Bounds
Code Code Available Robust White Matter Hyperintensity Segmentation on Unseen Domain Feb 12, 2021 BIG-bench Machine Learning Domain Generalization
Code Code Available Domain Invariant Representation Learning with Domain Density Transformations Feb 9, 2021 Domain Generalization Representation Learning
Code Code Available Domain Adversarial Neural Networks for Domain Generalization: When It Works and How to Improve Feb 7, 2021 Domain Adaptation Domain Generalization
Code Code Available Learning domain-agnostic visual representation for computational pathology using medically-irrelevant style transfer augmentation Feb 2, 2021 Data Augmentation Domain Adaptation
Code Code Available Hierarchical Variational Auto-Encoding for Unsupervised Domain Generalization Jan 23, 2021 Domain Generalization Model Selection
— Unverified Rethinking Domain Generalization Baselines Jan 22, 2021 Data Augmentation Domain Generalization
— Unverified Magnification Generalization for Histopathology Image Embedding Jan 18, 2021 Breast Cancer Histology Image Classification Classification Of Breast Cancer Histology Images
Code Code Available Style Normalization and Restitution for Domain Generalization and Adaptation Jan 3, 2021 Disentanglement Domain Adaptation
Code Code Available Learning Causal Representation for Training Cross-Domain Pose Estimator via Generative Interventions Jan 1, 2021 3D Pose Estimation counterfactual
— Unverified A Simple Feature Augmentation for Domain Generalization Jan 1, 2021 Data Augmentation Domain Generalization
— Unverified Collaborative Optimization and Aggregation for Decentralized Domain Generalization and Adaptation Jan 1, 2021 Domain Adaptation Domain Generalization
— Unverified A Multi-Mode Modulator for Multi-Domain Few-Shot Classification Jan 1, 2021 Classification Domain Generalization
— Unverified Domain-Invariant Disentangled Network for Generalizable Object Detection Jan 1, 2021 Disentanglement Domain Generalization
— Unverified Variational Invariant Learning for Bayesian Domain Generalization Jan 1, 2021 Domain Generalization
— Unverified Domain-Free Adversarial Splitting for Domain Generalization Jan 1, 2021 Domain Generalization Meta-Learning
— Unverified Invariant Batch Normalization for Multi-source Domain Generalization Jan 1, 2021 Domain Generalization
— Unverified MetaNorm: Learning to Normalize Few-Shot Batches Across Domains Jan 1, 2021 Domain Generalization Few-Shot Learning
— Unverified Uncertain Out-of-Domain Generalization Jan 1, 2021 Domain Generalization image-classification
— Unverified MASKER: Masked Keyword Regularization for Reliable Text Classification Dec 17, 2020 Classification Domain Generalization
Code Code Available DecAug: Out-of-Distribution Generalization via Decomposed Feature Representation and Semantic Augmentation Dec 17, 2020 Domain Generalization Image Classification
Code Code Available Towards Recognizing New Semantic Concepts in New Visual Domains Dec 16, 2020 Domain Adaptation Domain Generalization
Code Code Available TARA: Training and Representation Alteration for AI Fairness and Domain Generalization Dec 11, 2020 Domain Adaptation Domain Generalization
— Unverified Dataset of Random Relaxations for Crystal Structure Search of Li-Si System Dec 5, 2020 Data Augmentation Domain Generalization
— Unverified 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 Domain Generalization via Entropy Regularization Dec 1, 2020 Domain Generalization
Code Code Available Meta Batch-Instance Normalization for Generalizable Person Re-Identification Nov 30, 2020 Data Augmentation Domain Generalization
Code Code Available Uncertainty-Aware Physically-Guided Proxy Tasks for Unseen Domain Face Anti-spoofing Nov 28, 2020 Attribute Domain Generalization
— Unverified Batch Normalization Embeddings for Deep Domain Generalization Nov 25, 2020 Domain Generalization
— Unverified Multi-Domain Adversarial Feature Generalization for Person Re-Identification Nov 25, 2020 Domain Adaptation Domain Generalization
— Unverified Cross-Domain Generalization Through Memorization: A Study of Nearest Neighbors in Neural Duplicate Question Detection Nov 22, 2020 Domain Generalization Memorization
— Unverified 