Data Augmentation

Understanding Data Augmentation in Neural Machine Translation: Two Perspectives towards Generalization EMNLP 2019 Unequal-Training for Deep Face Recognition With Long-Tailed Noisy Data CVPR 2019 uniblock: Scoring and Filtering Corpus with Unicode Block Information EMNLP 2019 Unsupervised Label Noise Modeling and Loss Correction ICML 2019 Using Alexa for Flashcard-Based Learning Interspeech 2019 Using Attention Networks and Adversarial Augmentation for Styrian Dialect Continuous Sleepiness and Baby Sound Recognition Interspeech 2019 Video-Based Sentiment Analysis with hvnLBP-TOP Feature and bi-LSTM AAAI 2019 Visual Attention Consistency Under Image Transforms for Multi-Label Image Classification CVPR 2019 Webinterpret Submission to the WMT2019 Shared Task on Parallel Corpus Filtering ACL 2019 Weighted Channel Dropout for Regularization of Deep Convolutional Neural Network AAAI 2019 What Else Can Fool Deep Learning? Addressing Color Constancy Errors on Deep Neural Network Performance ICCV 2019 What’s Most Broken? A Tool to Assist Data-Driven Iterative Improvement of an Intelligent Tutoring System AAAI 2019 XLSor: A Robust and Accurate Lung Segmentor on Chest X-Rays Using Criss-Cross Attention and Customized Radiorealistic Abnormalities Generation MIDL 2019 AAR-CNNs: Auto Adaptive Regularized Convolutional Neural Networks IJCAI 2018 A Corpus with Multi-Level Annotations of Patients, Interventions and Outcomes to Support Language Processing for Medical Literature ACL 2018 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 A Hybrid Approach to Automatic Corpus Generation for Chinese Spelling Check EMNLP 2018 A hybrid pipeline of rules and machine learning to filter web-crawled parallel corpora EMNLP 2018 Analysis of sparse representation based feature on speech mode classification Interspeech 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