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Data Augmentation

3622 directly classified papers

Papers per year

Papers

Objects365: A Large-Scale, High-Quality Dataset for Object Detection ICCV 2019
Weighted Channel Dropout for Regularization of Deep Convolutional Neural Network AAAI 2019
Video-Based Sentiment Analysis with hvnLBP-TOP Feature and bi-LSTM AAAI 2019
A Feasibility Test on Preventing PRMDs Based on Deep Learning AAAI 2019
Learning to Augment with Feature Side-information ACML 2019
Fusing Recalibrated Features and Depthwise Separable Convolution for the Mangrove Bird Sound Classification ACML 2019
Improving Neural Conversational Models with Entropy-Based Data Filtering ACL 2019
Manifold Distance-Based Over-Sampling Technique for Class Imbalance Learning AAAI 2019
Crash to Not Crash: Learn to Identify Dangerous Vehicles Using a Simulator AAAI 2019
Data Augmentation by Data Noising for Open-vocabulary Slots in Spoken Language Understanding NAACL 2019
Diversifying Reply Suggestions Using a Matching-Conditional Variational Autoencoder NAACL 2019
Generative Adversarial Networks for Extreme Learned Image Compression ICCV 2019
Incorporating Emoji Descriptions Improves Tweet Classification NAACL 2019
Data Augmentation with Atomic Templates for Spoken Language Understanding IJCNLP 2019
Detection of Propaganda Using Logistic Regression EMNLP 2019
Learning Multi-Class Segmentations From Single-Class Datasets CVPR 2019
Reinforcement Learning based Curriculum Optimization for Neural Machine Translation NAACL 2019
Adversarially Trained End-to-End Korean Singing Voice Synthesis System INTERSPEECH 2019
Learning Sound Events from Webly Labeled Data IJCAI 2019
A systematic comparison of methods for low-resource dependency parsing on genuinely low-resource languages EMNLP 2019
Addressing Model Vulnerability to Distributional Shifts Over Image Transformation Sets ICCV 2019
Understanding Data Augmentation in Neural Machine Translation: Two Perspectives towards Generalization EMNLP 2019
Discriminative Sample Generation for Deep Imbalanced Learning IJCAI 2019
Neural Fuzzy Repair: Integrating Fuzzy Matches into Neural Machine Translation ACL 2019
Generalizing Back-Translation in Neural Machine Translation ACL 2019