Deep Learning

A Holistic Approach to Cross-Channel Image Noise Modeling and Its Application to Image Denoising CVPR 2016 A Key Volume Mining Deep Framework for Action Recognition CVPR 2016 A KL Divergence and DNN-Based Approach to Voice Conversion without Parallel Training Sentences Interspeech 2016 A Large Dataset to Train Convolutional Networks for Disparity, Optical Flow, and Scene Flow Estimation CVPR 2016 A Multi-Stream Bi-Directional Recurrent Neural Network for Fine-Grained Action Detection CVPR 2016 An Adaptive Multi-Band System for Low Power Voice Command Recognition Interspeech 2016 Analysis of Deep Neural Networks with Extended Data Jacobian Matrix ICML 2016 Analysis on Gated Recurrent Unit Based Question Detection Approach Interspeech 2016 Analyzing Classifiers: Fisher Vectors and Deep Neural Networks CVPR 2016 An Architecture for Deep, Hierarchical Generative Models NeurIPS 2016 An Empirical Evaluation of Current Convolutional Architectures' Ability to Manage Nuisance Location and Scale Variability CVPR 2016 An Empirical Evaluation of various Deep Learning Architectures for Bi-Sequence Classification Tasks COLING 2016 An Empirical Exploration of Skip Connections for Sequential Tagging COLING 2016 A Network That Learns Strassen Multiplication JMLR 2016 A Neural Attention Model for Disfluency Detection COLING 2016 A Neural Model for Part-of-Speech Tagging in Historical Texts COLING 2016 A Neural Network Approach for Knowledge-Driven Response Generation COLING 2016 A New Pre-Training Method for Training Deep Learning Models with Application to Spoken Language Understanding Interspeech 2016 An Investigation of Deep Neural Network Architectures for Language Recognition in Indian Languages Interspeech 2016 An Investigation of DNN-Based Speech Synthesis Using Speaker Codes Interspeech 2016 An Investigation of Recurrent Neural Network Architectures Using Word Embeddings for Phrase Break Prediction Interspeech 2016 An Investigation on the Use of i-Vectors for Robust ASR Interspeech 2016 An Iterative Phase Recovery Framework with Phase Mask for Spectral Mapping with an Application to Speech Enhancement Interspeech 2016 An Online Sequence-to-Sequence Model Using Partial Conditioning NeurIPS 2016 A Novel Discriminative Score Calibration Method for Keyword Search Interspeech 2016