data augmentation

The NEC-TT 2018 Speaker Verification System Interspeech 2019 The Unbearable Weight of Generating Artificial Errors for Grammatical Error Correction ACL 2019 The University of Sydney’s Machine Translation System for WMT19 ACL 2019 Time Matters in Regularizing Deep Networks: Weight Decay and Data Augmentation Affect Early Learning Dynamics, Matter Little Near Convergence NeurIPS 2019 Training Data Augmentation for Detecting Adverse Drug Reactions in User-Generated Content EMNLP 2019 Tüpa at SemEval-2019 Task1: (Almost) feature-free Semantic Parsing SemEval 2019 Two Stream Networks for Self-Supervised Ego-Motion Estimation CoRL 2019 UBC-NLP at SemEval-2019 Task 6: Ensemble Learning of Offensive Content With Enhanced Training Data SemEval 2019 Understanding Data Augmentation in Neural Machine Translation: Two Perspectives towards Generalization EMNLP 2019 Unsupervised Label Noise Modeling and Loss Correction ICML 2019 Unsupervised Paraphrasing without Translation ACL 2019 Using Attention Networks and Adversarial Augmentation for Styrian Dialect Continuous Sleepiness and Baby Sound Recognition Interspeech 2019 Visual Attention Consistency Under Image Transforms for Multi-Label Image Classification CVPR 2019 Why do deep convolutional networks generalize so poorly to small image transformations? JMLR 2019 XLSor: A Robust and Accurate Lung Segmentor on Chest X-Rays Using Criss-Cross Attention and Customized Radiorealistic Abnormalities Generation MIDL 2019 Acoustic and Textual Data Augmentation for Improved ASR of Code-Switching Speech Interspeech 2018 Adversarial Data Programming: Using GANs to Relax the Bottleneck of Curated Labeled Data CVPR 2018 Adversarially Occluded Samples for Person Re-Identification CVPR 2018 Aggression Detection in Social Media: Using Deep Neural Networks, Data Augmentation, and Pseudo Labeling COLING 2018 Aggression Identification Using Deep Learning and Data Augmentation COLING 2018 An End-to-End Deep Learning Framework for Speech Emotion Recognition of Atypical Individuals Interspeech 2018 An Investigation of Mixup Training Strategies for Acoustic Models in ASR Interspeech 2018 A Novel Data Representation for Effective Learning in Class Imbalanced Scenarios IJCAI 2018 A Study of Enhancement, Augmentation and Autoencoder Methods for Domain Adaptation in Distant Speech Recognition Interspeech 2018 Augmented Skeleton Space Transfer for Depth-Based Hand Pose Estimation CVPR 2018