Architectures

Slicing Convolutional Neural Network for Crowd Video Understanding CVPR 2016 Small-Footprint Deep Neural Networks with Highway Connections for Speech Recognition Interspeech 2016 Social LSTM: Human Trajectory Prediction in Crowded Spaces CVPR 2016 Some Like It Hot - Visual Guidance for Preference Prediction CVPR 2016 Sparsely Connected and Disjointly Trained Deep Neural Networks for Low Resource Behavioral Annotation: Acoustic Classification in Couples’ Therapy Interspeech 2016 Spatiotemporal Residual Networks for Video Action Recognition NeurIPS 2016 SPDA-CNN: Unifying Semantic Part Detection and Abstraction for Fine-Grained Recognition CVPR 2016 Speaker Recognition Using Real vs Synthetic Parallel Data for DNN Channel Compensation Interspeech 2016 Speaker-Targeted Audio-Visual Models for Speech Recognition in Cocktail-Party Environments Interspeech 2016 Speech Bandwidth Extension Using Bottleneck Features and Deep Recurrent Neural Networks Interspeech 2016 Speech Enhancement for a Noise-Robust Text-to-Speech Synthesis System Using Deep Recurrent Neural Networks Interspeech 2016 Speech Localisation in a Multitalker Mixture by Humans and Machines Interspeech 2016 Stacked Long-Term TDNN for Spoken Language Recognition Interspeech 2016 STCT: Sequentially Training Convolutional Networks for Visual Tracking CVPR 2016 Stereo Matching by Training a Convolutional Neural Network to Compare Image Patches JMLR 2016 Still not there? Comparing Traditional Sequence-to-Sequence Models to Encoder-Decoder Neural Networks on Monotone String Translation Tasks COLING 2016 Stimulated Deep Neural Network for Speech Recognition Interspeech 2016 Stochastic Multiple Choice Learning for Training Diverse Deep Ensembles NeurIPS 2016 Stochastic Neural Networks with Monotonic Activation Functions AISTATS 2016 Strongly-Typed Recurrent Neural Networks ICML 2016 Structural-RNN: Deep Learning on Spatio-Temporal Graphs CVPR 2016 Structure Inference Machines: Recurrent Neural Networks for Analyzing Relations in Group Activity Recognition CVPR 2016 Subspace LHUC for Fast Adaptation of Deep Neural Network Acoustic Models Interspeech 2016 Swapout: Learning an ensemble of deep architectures NeurIPS 2016 Syllable-Level Representations of Suprasegmental Features for DNN-Based Text-to-Speech Synthesis Interspeech 2016