← Learning Types
Machine Learning › Learning Types ›

Domain Generalization

330 directly classified papers

Papers per year

Papers

Model-Based Domain Generalization NIPS 2021
Generalization on Unseen Domains via Inference-Time Label-Preserving Target Projections CVPR 2021
Permuted AdaIN: Reducing the Bias Towards Global Statistics in Image Classification CVPR 2021
Domain Generalization under Conditional and Label Shifts via Variational Bayesian Inference IJCAI 2021
Environment Inference for Invariant Learning ICML 2021
Attribute-Guided Adversarial Training for Robustness to Natural Perturbations AAAI 2021
Unshuffling Data for Improved Generalization in Visual Question Answering ICCV 2021
Monotonic Robust Policy Optimization with Model Discrepancy ICML 2021
On Generalization in Coreference Resolution EMNLP 2021
Counterfactual Zero-Shot and Open-Set Visual Recognition CVPR 2021
Invariant Policy Optimization: Towards Stronger Generalization in Reinforcement Learning L4DC 2021
Person30K: A Dual-Meta Generalization Network for Person Re-Identification CVPR 2021
Generalizable Pedestrian Detection: The Elephant in the Room CVPR 2021
Learning to Generalize Unseen Domains via Memory-based Multi-Source Meta-Learning for Person Re-Identification CVPR 2021
Reducing Domain Gap by Reducing Style Bias CVPR 2021
Generalizable Person Re-Identification With Relevance-Aware Mixture of Experts CVPR 2021
Cross-View Cross-Scene Multi-View Crowd Counting CVPR 2021
Semantic Segmentation With Generative Models: Semi-Supervised Learning and Strong Out-of-Domain Generalization CVPR 2021
S2R-DepthNet: Learning a Generalizable Depth-Specific Structural Representation CVPR 2021
Adversarially Adaptive Normalization for Single Domain Generalization CVPR 2021
A Fourier-Based Framework for Domain Generalization CVPR 2021
Deep Stable Learning for Out-of-Distribution Generalization CVPR 2021
Generative Interventions for Causal Learning CVPR 2021
Generalizing Face Forgery Detection With High-Frequency Features CVPR 2021
Progressive Domain Expansion Network for Single Domain Generalization CVPR 2021