Deep Learning

Neural Attention for Learning to Rank Questions in Community Question Answering COLING 2016 Neural Autoregressive Distribution Estimation JMLR 2016 Neural-based Noise Filtering from Word Embeddings COLING 2016 Neurally-Guided Procedural Models: Amortized Inference for Procedural Graphics Programs using Neural Networks NeurIPS 2016 Neural Module Networks CVPR 2016 Neural Network Adaptive Beamforming for Robust Multichannel Speech Recognition Interspeech 2016 Neural Universal Discrete Denoiser NeurIPS 2016 Neural Variational Inference for Text Processing ICML 2016 Newtonian Scene Understanding: Unfolding the Dynamics of Objects in Static Images CVPR 2016 NN-Grams: Unifying Neural Network and n-Gram Language Models for Speech Recognition Interspeech 2016 Non-Linear Smoothed Transductive Network Embedding with Text Information ACML 2016 Non-sentential Question Resolution using Sequence to Sequence Learning COLING 2016 Non-Uniform Boosted MCE Training of Deep Neural Networks for Keyword Spotting Interspeech 2016 Normalization Propagation: A Parametric Technique for Removing Internal Covariate Shift in Deep Networks ICML 2016 Novel Front-End Features Based on Neural Graph Embeddings for DNN-HMM and LSTM-CTC Acoustic Modeling Interspeech 2016 Novel Subband Autoencoder Features for Detection of Spoofed Speech Interspeech 2016 NTU RGB+D: A Large Scale Dataset for 3D Human Activity Analysis CVPR 2016 Object based Scene Representations using Fisher Scores of Local Subspace Projections NeurIPS 2016 Object Contour Detection With a Fully Convolutional Encoder-Decoder Network CVPR 2016 Object Detection From Video Tubelets With Convolutional Neural Networks CVPR 2016 Occlusion Boundary Detection via Deep Exploration of Context CVPR 2016 Occlusion-Free Face Alignment: Deep Regression Networks Coupled With De-Corrupt AutoEncoders CVPR 2016 One-Shot Generalization in Deep Generative Models ICML 2016 Online Algorithms for Sum-Product Networks with Continuous Variables PGM 2016 Online Collaborative Learning for Open-Vocabulary Visual Classifiers CVPR 2016