Deep Learning

Siamese CNN-BiLSTM Architecture for 3D Shape Representation Learning IJCAI 2018 Siamese Network-Based Supervised Topic Modeling EMNLP 2018 Siamese Recurrent Auto-Encoder Representation for Query-by-Example Spoken Term Detection Interspeech 2018 Sigsoftmax: Reanalysis of the Softmax Bottleneck NeurIPS 2018 Sim2Real Viewpoint Invariant Visual Servoing by Recurrent Control CVPR 2018 Similarity-Based Reconstruction Loss for Meaning Representation EMNLP 2018 Simple and Effective Semi-Supervised Question Answering NAACL 2018 Simple and Effective Text Simplification Using Semantic and Neural Methods ACL 2018 Simple, Distributed, and Accelerated Probabilistic Programming NeurIPS 2018 SimplE Embedding for Link Prediction in Knowledge Graphs NeurIPS 2018 Simple Fusion: Return of the Language Model EMNLP 2018 Simple Recurrent Units for Highly Parallelizable Recurrence EMNLP 2018 Simplifying Neural Machine Translation with Addition-Subtraction Twin-Gated Recurrent Networks EMNLP 2018 Simulating Action Dynamics with Neural Process Networks ICLR 2018 Simultaneously Self-Attending to All Mentions for Full-Abstract Biological Relation Extraction NAACL 2018 SINAI at IEST 2018: Neural Encoding of Emotional External Knowledge for Emotion Classification EMNLP 2018 Single-Channel Dereverberation Using Direct MMSE Optimization and Bidirectional LSTM Networks Interspeech 2018 Single Image Dehazing via Conditional Generative Adversarial Network CVPR 2018 Single-Image Depth Estimation Based on Fourier Domain Analysis CVPR 2018 Single Image Reflection Separation With Perceptual Losses CVPR 2018 Single View Stereo Matching CVPR 2018 SING: Symbol-to-Instrument Neural Generator NeurIPS 2018 SINT++: Robust Visual Tracking via Adversarial Positive Instance Generation CVPR 2018 SIRIUS-LTG-UiO at SemEval-2018 Task 7: Convolutional Neural Networks with Shortest Dependency Paths for Semantic Relation Extraction and Classification in Scientific Papers SemEval 2018 Size-Independent Sample Complexity of Neural Networks COLT 2018