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domain generalization

1517 papers

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Also known as

DGSS DG SDG

Co-occurring keywords

domain adaptation (4578) transfer learning (5442) distribution shift (711) representation learning (6174) out-of-distribution generalization (403) data augmentation (3037) semantic segmentation (3179) zero-shot learning (3637) vision-language model (2235) few-shot learning (3390)

Papers

Open Domain Generalization with Domain-Augmented Meta-Learning CVPR 2021
How Does Counterfactually Augmented Data Impact Models for Social Computing Constructs? EMNLP 2021
Comparison of methods for explicit discourse connective identification across various domains EMNLP 2021
Understanding Guided Image Captioning Performance across Domains EMNLP 2021
On Generalization in Coreference Resolution EMNLP 2021
Generalization on Unseen Domains via Inference-Time Label-Preserving Target Projections CVPR 2021
Improved OOD Generalization via Adversarial Training and Pretraing ICML 2021
Improving Generalization in Meta-learning via Task Augmentation ICML 2021
Invariant Policy Optimization: Towards Stronger Generalization in Reinforcement Learning L4DC 2021
Learning a Universal Template for Few-shot Dataset Generalization ICML 2021
SECANT: Self-Expert Cloning for Zero-Shot Generalization of Visual Policies ICML 2021
How to Select One Among All ? An Empirical Study Towards the Robustness of Knowledge Distillation in Natural Language Understanding EMNLP 2021
On Robustness and Transferability of Convolutional Neural Networks CVPR 2021
Reducing Domain Gap by Reducing Style Bias 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
Unsupervised Visual Attention and Invariance for Reinforcement Learning CVPR 2021
Uncertainty-Guided Model Generalization to Unseen Domains CVPR 2021
Adaptive Methods for Real-World Domain Generalization CVPR 2021
Lips Don't Lie: A Generalisable and Robust Approach To Face Forgery Detection CVPR 2021
3D-to-2D Distillation for Indoor Scene Parsing CVPR 2021
Invariance Principle Meets Information Bottleneck for Out-of-Distribution Generalization NIPS 2021
Adaptive Risk Minimization: Learning to Adapt to Domain Shift NIPS 2021
Towards Context-Agnostic Learning Using Synthetic Data NIPS 2021