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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

A Helping Hand: Transfer Learning for Deep Sentiment Analysis ACL 2018
Biophysically-inspired Features Improve the Generalizability of Neural Network-based Speech Enhancement Systems INTERSPEECH 2018
Value Iteration Networks IJCAI 2017
Towards Speech Emotion Recognition “in the Wild” Using Aggregated Corpora and Deep Multi-Task Learning INTERSPEECH 2017
Robust Adversarial Reinforcement Learning ICML 2017
Lexical Features in Coreference Resolution: To be Used With Caution ACL 2017
Towards Generalization and Simplicity in Continuous Control NIPS 2017
Cross-Cultural Depression Recognition from Vocal Biomarkers INTERSPEECH 2016
Learning Attributes Equals Multi-Source Domain Generalization CVPR 2016
Domain-Adversarial Training of Neural Networks JMLR 2016
Learning visual biases from human imagination NIPS 2015
Domain Generalization for Object Recognition With Multi-Task Autoencoders ICCV 2015
Visual Recognition by Learning From Web Data: A Weakly Supervised Domain Generalization Approach CVPR 2015
Decorrelating Semantic Visual Attributes by Resisting the Urge to Share CVPR 2014
Reshaping Visual Datasets for Domain Adaptation NIPS 2013
Domain Generalization via Invariant Feature Representation ICML 2013
A Two-Stage Weighting Framework for Multi-Source Domain Adaptation NIPS 2011