Domain Generalization

Adversarial Training for Satire Detection: Controlling for Confounding Variables NAACL 2019 Analysis of Deep Learning Architectures for Cross-Corpus Speech Emotion Recognition Interspeech 2019 BN-invariant Sharpness Regularizes the Training Model to Better Generalization IJCAI 2019 CAM-Convs: Camera-Aware Multi-Scale Convolutions for Single-View Depth CVPR 2019 Comprehensive Multi-Dataset Evaluation of Reading Comprehension EMNLP 2019 Curriculum-Based Transfer Learning for an Effective End-to-End Spoken Language Understanding and Domain Portability Interspeech 2019 Data Parameters: A New Family of Parameters for Learning a Differentiable Curriculum NeurIPS 2019 Deep Lagrangian Networks: Using Physics as Model Prior for Deep Learning ICLR 2019 DeRPN: Taking a Further Step toward More General Object Detection AAAI 2019 Development of Robust Automated Scoring Models Using Adversarial Input for Oral Proficiency Assessment Interspeech 2019 Distributionally Robust Submodular Maximization AISTATS 2019 DIViS: Domain Invariant Visual Servoing for Collision-Free Goal Reaching RSS 2019 DLOW: Domain Flow for Adaptation and Generalization CVPR 2019 D-NET: A Pre-Training and Fine-Tuning Framework for Improving the Generalization of Machine Reading Comprehension EMNLP 2019 Do Better ImageNet Models Transfer Better? CVPR 2019 Do ImageNet Classifiers Generalize to ImageNet? ICML 2019 Domain-agnostic Question-Answering with Adversarial Training EMNLP 2019 Domain Generalization by Solving Jigsaw Puzzles CVPR 2019 Domain Generalization via Model-Agnostic Learning of Semantic Features NeurIPS 2019 Domain Generalization via Multidomain Discriminant Analysis UAI 2019 Domain Randomization and Pyramid Consistency: Simulation-to-Real Generalization Without Accessing Target Domain Data ICCV 2019 Don’t Take the Easy Way Out: Ensemble Based Methods for Avoiding Known Dataset Biases EMNLP 2019 Environment Probing Interaction Policies ICLR 2019 Episodic Training for Domain Generalization ICCV 2019 Exploring the Landscape of Spatial Robustness ICML 2019