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Domain Generalization

1760 directly classified papers

Papers per year

Papers

Multi-Adversarial Discriminative Deep Domain Generalization for Face Presentation Attack Detection CVPR 2019
Omnidirectional Scene Text Detection with Sequential-free Box Discretization IJCAI 2019
Graph Enhanced Cross-Domain Text-to-SQL Generation EMNLP 2019
Domain Generalization by Solving Jigsaw Puzzles CVPR 2019
Strike (With) a Pose: Neural Networks Are Easily Fooled by Strange Poses of Familiar Objects CVPR 2019
A Closer Look at Data Bias in Neural Extractive Summarization Models EMNLP 2019
Face Anti-Spoofing: Model Matters, so Does Data CVPR 2019
Domain Generalization With Adversarial Feature Learning CVPR 2018
What’s in a Domain? Learning Domain-Robust Text Representations using Adversarial Training NAACL 2018
Biophysically-inspired Features Improve the Generalizability of Neural Network-based Speech Enhancement Systems INTERSPEECH 2018
Representing Urban Functions through Zone Embedding with Human Mobility Patterns IJCAI 2018
Robot Learning in Homes: Improving Generalization and Reducing Dataset Bias NIPS 2018
MetaReg: Towards Domain Generalization using Meta-Regularization NIPS 2018
SoS-RSC: A Sum-of-Squares Polynomial Approach to Robustifying Subspace Clustering Algorithms CVPR 2018
Empirical Study of the Topology and Geometry of Deep Networks CVPR 2018
Invariant Models for Causal Transfer Learning JMLR 2018
Generalizing to Unseen Domains via Adversarial Data Augmentation NIPS 2018
Scaling provable adversarial defenses NIPS 2018
Using Linguistic Features to Improve the Generalization Capability of Neural Coreference Resolvers EMNLP 2018
Lexical Features in Coreference Resolution: To be Used With Caution ACL 2017
Towards Speech Emotion Recognition “in the Wild” Using Aggregated Corpora and Deep Multi-Task Learning INTERSPEECH 2017
NRU-HSE at SemEval-2017 Task 4: Tweet Quantification Using Deep Learning Architecture SEMEVAL 2017
Hybrid Reward Architecture for Reinforcement Learning NIPS 2017
Does syntax help discourse segmentation? Not so much EMNLP 2017
Towards Generalization and Simplicity in Continuous Control NIPS 2017