Deep Learning

Skeleton Key: Image Captioning by Skeleton-Attribute Decomposition CVPR 2017 SMARTies: Sentiment Models for Arabic Target entities EACL 2017 Snore Sound Classification Using Image-Based Deep Spectrum Features Interspeech 2017 Sobolev Training for Neural Networks NeurIPS 2017 Soft-to-Hard Vector Quantization for End-to-End Learning Compressible Representations NeurIPS 2017 Sound-Word2Vec: Learning Word Representations Grounded in Sounds EMNLP 2017 Spatially Adaptive Computation Time for Residual Networks CVPR 2017 Spatially-Varying Blur Detection Based on Multiscale Fused and Sorted Transform Coefficients of Gradient Magnitudes CVPR 2017 Spatial-Semantic Image Search by Visual Feature Synthesis CVPR 2017 Spatiotemporal Multiplier Networks for Video Action Recognition CVPR 2017 Spatio-Temporal Self-Organizing Map Deep Network for Dynamic Object Detection From Videos CVPR 2017 Speaker2Vec: Unsupervised Learning and Adaptation of a Speaker Manifold Using Deep Neural Networks with an Evaluation on Speaker Segmentation Interspeech 2017 Speaker Adaptation in DNN-Based Speech Synthesis Using d-Vectors Interspeech 2017 Speaker-Aware Neural Network Based Beamformer for Speaker Extraction in Speech Mixtures Interspeech 2017 Speaker Verification Under Adverse Conditions Using i-Vector Adaptation and Neural Networks Interspeech 2017 Spectrally-normalized margin bounds for neural networks NeurIPS 2017 Speech-based Medical Decision Support in VR using a Deep Neural Network (Demonstration) IJCAI 2017 Speech Enhancement Using Bayesian Wavenet Interspeech 2017 Speed/Accuracy Trade-Offs for Modern Convolutional Object Detectors CVPR 2017 SPFTN: A Self-Paced Fine-Tuning Network for Segmenting Objects in Weakly Labelled Videos CVPR 2017 SphereFace: Deep Hypersphere Embedding for Face Recognition CVPR 2017 Spherical convolutions and their application in molecular modelling NeurIPS 2017 SplitNet: Learning to Semantically Split Deep Networks for Parameter Reduction and Model Parallelization ICML 2017 Sports Field Localization via Deep Structured Models CVPR 2017 Spotting Social Signals in Conversational Speech over IP: A Deep Learning Perspective Interspeech 2017