← Application Areas
Machine Learning › Application Areas ›

Domain Generalization

1760 directly classified papers

Papers per year

Papers

Meta-Causal Learning for Single Domain Generalization CVPR 2023
Invariant Learning via Probability of Sufficient and Necessary Causes NIPS 2023
A New Dataset Based on Images Taken by Blind People for Testing the Robustness of Image Classification Models Trained for ImageNet Categories CVPR 2023
Distribution Shift Inversion for Out-of-Distribution Prediction CVPR 2023
Evolving Standardization for Continual Domain Generalization over Temporal Drift NIPS 2023
Does Invariant Graph Learning via Environment Augmentation Learn Invariance? NIPS 2023
TWINS: A Fine-Tuning Framework for Improved Transferability of Adversarial Robustness and Generalization CVPR 2023
Wasserstein distributional robustness of neural networks NIPS 2023
CODA: Generalizing to Open and Unseen Domains with Compaction and Disambiguation NIPS 2023
Rethinking Domain Generalization for Face Anti-Spoofing: Separability and Alignment CVPR 2023
Autonomous Manipulation Learning for Similar Deformable Objects via Only One Demonstration CVPR 2023
Bi-Level Meta-Learning for Few-Shot Domain Generalization CVPR 2023
Mind the Label Shift of Augmentation-Based Graph OOD Generalization CVPR 2023
Generalized UAV Object Detection via Frequency Domain Disentanglement CVPR 2023
GEN: Pushing the Limits of Softmax-Based Out-of-Distribution Detection CVPR 2023
CLIP the Gap: A Single Domain Generalization Approach for Object Detection CVPR 2023
Trainable Projected Gradient Method for Robust Fine-Tuning CVPR 2023
BiasAdv: Bias-Adversarial Augmentation for Model Debiasing CVPR 2023
Toward Robust Diagnosis: A Contour Attention Preserving Adversarial Defense for COVID-19 Detection AAAI 2023
GAPartNet: Cross-Category Domain-Generalizable Object Perception and Manipulation via Generalizable and Actionable Parts CVPR 2023
Stable Learning via Sparse Variable Independence AAAI 2023
Uni3D: A Unified Baseline for Multi-Dataset 3D Object Detection CVPR 2023
BEDLAM: A Synthetic Dataset of Bodies Exhibiting Detailed Lifelike Animated Motion CVPR 2023
Optimal Parameter and Neuron Pruning for Out-of-Distribution Detection NIPS 2023
Benchmarking Robustness to Adversarial Image Obfuscations NIPS 2023