Deep Learning

Event2Mind: Commonsense Inference on Events, Intents, and Reactions ACL 2018 Event Detection with Neural Networks: A Rigorous Empirical Evaluation EMNLP 2018 Event Factuality Identification via Generative Adversarial Networks with Auxiliary Classification IJCAI 2018 Every Smile Is Unique: Landmark-Guided Diverse Smile Generation CVPR 2018 Evidential Deep Learning to Quantify Classification Uncertainty NeurIPS 2018 Evolutionary Stochastic Gradient Descent for Optimization of Deep Neural Networks NeurIPS 2018 Evolution of Neural Network Architectures for Speech Recognition Interspeech 2018 Evolved Policy Gradients NeurIPS 2018 Evolving Learning for Analysing Mood-Related Infant Vocalisation Interspeech 2018 Exact natural gradient in deep linear networks and its application to the nonlinear case NeurIPS 2018 Examining Temporality in Document Classification ACL 2018 Ex ante coordination and collusion in zero-sum multi-player extensive-form games NeurIPS 2018 Excitation Backprop for RNNs CVPR 2018 Exemplar-Based Spectral Detail Compensation for Voice Conversion Interspeech 2018 Exemplar Encoder-Decoder for Neural Conversation Generation ACL 2018 Explainable Prediction of Medical Codes from Clinical Text NAACL 2018 Explaining Character-Aware Neural Networks for Word-Level Prediction: Do They Discover Linguistic Rules? EMNLP 2018 Explaining Deep Learning Models -- A Bayesian Non-parametric Approach NeurIPS 2018 Explaining non-linear Classifier Decisions within Kernel-based Deep Architectures EMNLP 2018 Explanations based on the Missing: Towards Contrastive Explanations with Pertinent Negatives NeurIPS 2018 Explicit Loss-Error-Aware Quantization for Low-Bit Deep Neural Networks CVPR 2018 Explicitly modeling case improves neural dependency parsing EMNLP 2018 Exploiting Attention to Reveal Shortcomings in Memory Models EMNLP 2018 Exploiting Common Characters in Chinese and Japanese to Learn Cross-Lingual Word Embeddings via Matrix Factorization ACL 2018 Exploiting Contextual Information via Dynamic Memory Network for Event Detection EMNLP 2018