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Domain Generalization

1760 directly classified papers

Papers per year

Papers

Do ImageNet Classifiers Generalize to ImageNet? ICML 2019
Why Can't I Dance in the Mall? Learning to Mitigate Scene Bias in Action Recognition NIPS 2019
Feature-Critic Networks for Heterogeneous Domain Generalization ICML 2019
ObjectNet: A large-scale bias-controlled dataset for pushing the limits of object recognition models NIPS 2019
Data Parameters: A New Family of Parameters for Learning a Differentiable Curriculum NIPS 2019
Curriculum-Based Transfer Learning for an Effective End-to-End Spoken Language Understanding and Domain Portability INTERSPEECH 2019
Learning Robust Global Representations by Penalizing Local Predictive Power NIPS 2019
Adversarial Training for Satire Detection: Controlling for Confounding Variables NAACL 2019
Multi-Stream Network with Temporal Attention for Environmental Sound Classification INTERSPEECH 2019
Domain Generalization via Model-Agnostic Learning of Semantic Features NIPS 2019
State-Reification Networks: Improving Generalization by Modeling the Distribution of Hidden Representations ICML 2019
Robust Optimization over Multiple Domains AAAI 2019
Quantifying Generalization in Reinforcement Learning ICML 2019
Training Deep Networks on Domain Randomized Synthetic X-ray Data for Cardiac Interventions MIDL 2019
Analysis of Deep Learning Architectures for Cross-Corpus Speech Emotion Recognition INTERSPEECH 2019
Imperceptible, Robust, and Targeted Adversarial Examples for Automatic Speech Recognition ICML 2019
A Domain Generalization Perspective on Listwise Context Modeling AAAI 2019
Development of Robust Automated Scoring Models Using Adversarial Input for Oral Proficiency Assessment INTERSPEECH 2019
Feature Robustness in Non-stationary Health Records: Caveats to Deployable Model Performance in Common Clinical Machine Learning Tasks MLHC 2019
Active Domain Randomization CORL 2019
Generalization in Generative Adversarial Networks: A Novel Perspective from Privacy Protection NIPS 2019
VESUS: A Crowd-Annotated Database to Study Emotion Production and Perception in Spoken English INTERSPEECH 2019
A Cross-Domain Transferable Neural Coherence Model ACL 2019
Episodic Training for Domain Generalization ICCV 2019
SemEval-2019 Task 9: Suggestion Mining from Online Reviews and Forums SEMEVAL 2019