Data Augmentation

DataSEARCH at IEST 2018: Multiple Word Embedding based Models for Implicit Emotion Classification of Tweets with Deep Learning EMNLP 2018 Data Selection with Feature Decay Algorithms Using an Approximated Target Side EMNLP 2018 Deep Embedded Clustering with Data Augmentation ACML 2018 Deep learning evaluation using deep linguistic processing NAACL 2018 Deep Learning in Paralinguistic Recognition Tasks: Are Hand-crafted Features Still Relevant? Interspeech 2018 Denoising Neural Machine Translation Training with Trusted Data and Online Data Selection EMNLP 2018 Developing and Evaluating Annotation Procedures for Twitter Data during Hazard Events COLING 2018 Dimensionality-Driven Learning with Noisy Labels ICML 2018 DocUNet: Document Image Unwarping via a Stacked U-Net CVPR 2018 DropBlock: A regularization method for convolutional networks NeurIPS 2018 Dropout Training, Data-dependent Regularization, and Generalization Bounds ICML 2018 Dual Conditional Cross-Entropy Filtering of Noisy Parallel Corpora EMNLP 2018 Efficient Interactive Annotation of Segmentation Datasets With Polygon-RNN++ CVPR 2018 ESIM: an Open Event Camera Simulator CoRL 2018 Fair and Diverse DPP-Based Data Summarization ICML 2018 Feature Space Transfer for Data Augmentation CVPR 2018 Findings of the Second Workshop on Neural Machine Translation and Generation ACL 2018 Free Supervision From Video Games CVPR 2018 Gender Bias in Coreference Resolution: Evaluation and Debiasing Methods NAACL 2018 Generalizing Across Domains via Cross-Gradient Training ICLR 2018 Generalizing to Unseen Domains via Adversarial Data Augmentation NeurIPS 2018 Generating High-Quality Surface Realizations Using Data Augmentation and Factored Sequence Models ACL 2018 Generating Synthetic X-Ray Images of a Person From the Surface Geometry CVPR 2018 Glottal Closure Instant Detection from Speech Signal Using Voting Classifier and Recursive Feature Elimination Interspeech 2018 Imbalance Learning-based Framework for Fear Recognition in the MediaEval Emotional Impact of Movies Task Interspeech 2018