Deep Learning

Supervised Domain Enablement Attention for Personalized Domain Classification EMNLP 2018 Supervised Open Information Extraction NAACL 2018 Supervised Treebank Conversion: Data and Approaches ACL 2018 Supervision-by-Registration: An Unsupervised Approach to Improve the Precision of Facial Landmark Detectors CVPR 2018 Surface Networks CVPR 2018 SurfConv: Bridging 3D and 2D Convolution for RGBD Images CVPR 2018 Surprisingly Easy Hard-Attention for Sequence to Sequence Learning EMNLP 2018 Surprising properties of dropout in deep networks JMLR 2018 SURREAL: Open-Source Reinforcement Learning Framework and Robot Manipulation Benchmark CoRL 2018 SWAG: A Large-Scale Adversarial Dataset for Grounded Commonsense Inference EMNLP 2018 SwitchOut: an Efficient Data Augmentation Algorithm for Neural Machine Translation EMNLP 2018 Synaptic Strength For Convolutional Neural Network NeurIPS 2018 Syntactically Aware Neural Architectures for Definition Extraction NAACL 2018 Syntactic Dependency Representations in Neural Relation Classification ACL 2018 Syntactic Scaffolds for Semantic Structures EMNLP 2018 Syntax-based Transfer Learning for the Task of Biomedical Relation Extraction EMNLP 2018 Syntax-Directed Variational Autoencoder for Structured Data ICLR 2018 Syntax Encoding with Application in Authorship Attribution EMNLP 2018 Syntax for Semantic Role Labeling, To Be, Or Not To Be ACL 2018 Syntax Helps ELMo Understand Semantics: Is Syntax Still Relevant in a Deep Neural Architecture for SRL? ACL 2018 Synthesizing Images of Humans in Unseen Poses CVPR 2018 Synthesizing Programs for Images using Reinforced Adversarial Learning ICML 2018 Synthesizing realistic neural population activity patterns using Generative Adversarial Networks ICLR 2018 Synthesizing Robust Adversarial Examples ICML 2018 Synthetic and Natural Noise Both Break Neural Machine Translation ICLR 2018