Neural Networks

Speech Processing in the Human Brain Meets Deep Learning Interspeech 2018 Speech Synthesis in the Wild Interspeech 2018 Speeding up Context-based Sentence Representation Learning with Non-autoregressive Convolutional Decoding ACL 2018 SPLATNet: Sparse Lattice Networks for Point Cloud Processing CVPR 2018 SplineNets: Continuous Neural Decision Graphs NeurIPS 2018 SPNets: Differentiable Fluid Dynamics for Deep Neural Networks CoRL 2018 Spoken Keyword Detection Using Joint DTW-CNN Interspeech 2018 Spotting Spurious Data with Neural Networks NAACL 2018 Spurious Local Minima are Common in Two-Layer ReLU Neural Networks ICML 2018 Squeeze-and-Excitation Networks CVPR 2018 SSN MLRG1 at SemEval-2018 Task 3: Irony Detection in English Tweets Using MultiLayer Perceptron SemEval 2018 SSR-Net: A Compact Soft Stagewise Regression Network for Age Estimation IJCAI 2018 Stabilizing Gradients for Deep Neural Networks via Efficient SVD Parameterization ICML 2018 State-of-the-art Chinese Word Segmentation with Bi-LSTMs EMNLP 2018 ST-GAN: Spatial Transformer Generative Adversarial Networks for Image Compositing CVPR 2018 Stock Price Prediction Using Attention-based Multi-Input LSTM ACML 2018 Straight to the Tree: Constituency Parsing with Neural Syntactic Distance ACL 2018 Structure-Aware Convolutional Neural Networks NeurIPS 2018 Structured Inference for Recurrent Hidden Semi-markov Model IJCAI 2018 Structured Set Matching Networks for One-Shot Part Labeling CVPR 2018 Structured Word Embedding for Low Memory Neural Network Language Model Interspeech 2018 Structure Regularized Neural Network for Entity Relation Classification for Chinese Literature Text NAACL 2018 Student-Teacher Learning for BLSTM Mask-based Speech Enhancement Interspeech 2018 Subword-level Composition Functions for Learning Word Embeddings NAACL 2018 Sum-Product-Quotient Networks AISTATS 2018