Data Augmentation

Policy Optimization with Demonstrations ICML 2018 Pose Transferrable Person Re-Identification CVPR 2018 prDeep: Robust Phase Retrieval with a Flexible Deep Network ICML 2018 Question Generation from SQL Queries Improves Neural Semantic Parsing EMNLP 2018 Reducing Gender Bias in Abusive Language Detection EMNLP 2018 Regularizing and Optimizing LSTM Language Models ICLR 2018 RICAP: Random Image Cropping and Patching Data Augmentation for Deep CNNs ACML 2018 SANTO: A Web-based Annotation Tool for Ontology-driven Slot Filling ACL 2018 Sensitivity and Generalization in Neural Networks: an Empirical Study ICLR 2018 Sequence-to-Sequence Data Augmentation for Dialogue Language Understanding COLING 2018 Speaker-Follower Models for Vision-and-Language Navigation NeurIPS 2018 Spotting Spurious Data with Neural Networks NAACL 2018 STACC, OOV Density and N-gram Saturation: Vicomtech’s Participation in the WMT 2018 Shared Task on Parallel Corpus Filtering EMNLP 2018 Style Aggregated Network for Facial Landmark Detection CVPR 2018 Submodularity-Inspired Data Selection for Goal-Oriented Chatbot Training Based on Sentence Embeddings IJCAI 2018 Subword Regularization: Improving Neural Network Translation Models with Multiple Subword Candidates ACL 2018 SwitchOut: an Efficient Data Augmentation Algorithm for Neural Machine Translation EMNLP 2018 Synthetic Data Made to Order: The Case of Parsing EMNLP 2018 Talker Diarization in the Wild: the Case of Child-centered Daylong Audio-recordings Interspeech 2018 The ILSP/ARC submission to the WMT 2018 Parallel Corpus Filtering Shared Task EMNLP 2018 Tilde’s Parallel Corpus Filtering Methods for WMT 2018 EMNLP 2018 Training Augmentation with Adversarial Examples for Robust Speech Recognition Interspeech 2018 Translation of Biomedical Documents with Focus on Spanish-English EMNLP 2018 Translations as Additional Contexts for Sentence Classification IJCAI 2018 Twist Bytes - German Dialect Identification with Data Mining Optimization COLING 2018