Deep Learning

Robust and Scalable Differentiable Neural Computer for Question Answering ACL 2018 Robust Classification With Convolutional Prototype Learning CVPR 2018 Robust Detection of Adversarial Attacks by Modeling the Intrinsic Properties of Deep Neural Networks NeurIPS 2018 Robust Distant Supervision Relation Extraction via Deep Reinforcement Learning ACL 2018 Robust Face Sketch Synthesis via Generative Adversarial Fusion of Priors and Parametric Sigmoid IJCAI 2018 Robust Facial Landmark Detection via a Fully-Convolutional Local-Global Context Network CVPR 2018 Robust Lexical Features for Improved Neural Network Named-Entity Recognition COLING 2018 Robust Locally-Linear Controllable Embedding AISTATS 2018 Robust Multilingual Part-of-Speech Tagging via Adversarial Training NAACL 2018 Robust Speaker Recognition from Distant Speech under Real Reverberant Environments Using Speaker Embeddings Interspeech 2018 Robust Spoken Language Understanding via Paraphrasing Interspeech 2018 Robust TDOA Estimation Based on Time-Frequency Masking and Deep Neural Networks Interspeech 2018 Role of Regularization in the Prediction of Valence from Speech Interspeech 2018 RotationNet: Joint Object Categorization and Pose Estimation Using Multiviews From Unsupervised Viewpoints CVPR 2018 Routing Networks: Adaptive Selection of Non-Linear Functions for Multi-Task Learning ICLR 2018 RSG: Beating Subgradient Method without Smoothness and Strong Convexity JMLR 2018 RTM results for Predicting Translation Performance EMNLP 2018 Rule-based vs. Neural Net Approaches to Semantic Textual Similarity COLING 2018 Ruminating Reader: Reasoning with Gated Multi-hop Attention ACL 2018 Rumor Detection on Twitter with Tree-structured Recursive Neural Networks ACL 2018 RUSE: Regressor Using Sentence Embeddings for Automatic Machine Translation Evaluation EMNLP 2018 S2SPMN: A Simple and Effective Framework for Response Generation with Relevant Information EMNLP 2018 SafeCity: Understanding Diverse Forms of Sexual Harassment Personal Stories EMNLP 2018 Sampling as optimization in the space of measures: The Langevin dynamics as a composite optimization problem COLT 2018 Sampling Informative Training Data for RNN Language Models ACL 2018