Neural Networks

SiamRPN++: Evolution of Siamese Visual Tracking With Very Deep Networks CVPR 2019 Simple and Effective Noisy Channel Modeling for Neural Machine Translation EMNLP 2019 Simple and Effective Text Matching with Richer Alignment Features ACL 2019 Simple Attention-Based Representation Learning for Ranking Short Social Media Posts NAACL 2019 Simpler and Faster Learning of Adaptive Policies for Simultaneous Translation EMNLP 2019 Simulating Spanish-English Code-Switching: El Modelo Está Generating Code-Switches NAACL 2019 SINAI-DL at SemEval-2019 Task 5: Recurrent networks and data augmentation by paraphrasing SemEval 2019 SinGAN: Learning a Generative Model From a Single Natural Image ICCV 2019 Singing Voice Synthesis Using Deep Autoregressive Neural Networks for Acoustic Modeling Interspeech 2019 Single-Image Piece-Wise Planar 3D Reconstruction via Associative Embedding CVPR 2019 Single Image Reflection Removal Exploiting Misaligned Training Data and Network Enhancements CVPR 2019 Single-Label Multi-Class Image Classification by Deep Logistic Regression AAAI 2019 Single-Model Uncertainties for Deep Learning NeurIPS 2019 Skeleton-Aware 3D Human Shape Reconstruction From Point Clouds ICCV 2019 Skeleton-Based Gesture Recognition Using Several Fully Connected Layers with Path Signature Features and Temporal Transformer Module AAAI 2019 Skin-Based Identification From Multispectral Image Data Using CNNs CVPR 2019 SLEEPER: interpretable Sleep staging via Prototypes from Expert Rules MLHC 2019 SlowFast Networks for Video Recognition ICCV 2019 Small-Footprint Magic Word Detection Method Using Convolutional LSTM Neural Network Interspeech 2019 Small nonlinearities in activation functions create bad local minima in neural networks ICLR 2019 Small ReLU networks are powerful memorizers: a tight analysis of memorization capacity NeurIPS 2019 SNAS: stochastic neural architecture search ICLR 2019 SNR: Sub-Network Routing for Flexible Parameter Sharing in Multi-Task Learning AAAI 2019 SNU IDS at SemEval-2019 Task 3: Addressing Training-Test Class Distribution Mismatch in Conversational Classification SemEval 2019 SoftRegex: Generating Regex from Natural Language Descriptions using Softened Regex Equivalence EMNLP 2019