Deep Learning

Modeling Time-Frequency Patterns with LSTM vs. Convolutional Architectures for LVCSR Tasks Interspeech 2016 Model Integration for HMM- and DNN-Based Speech Synthesis Using Product-of-Experts Framework Interspeech 2016 Modelling Sentence Pairs with Tree-structured Attentive Encoder COLING 2016 Modelling Symbolic Music: Beyond the Piano Roll ACML 2016 Modulation Spectral Features for Predicting Vocal Emotion Recognition by Simulated Cochlear Implants Interspeech 2016 Monocular Depth Estimation Using Neural Regression Forest CVPR 2016 Motion From Structure (MfS): Searching for 3D Objects in Cluttered Point Trajectories CVPR 2016 MSR-VTT: A Large Video Description Dataset for Bridging Video and Language CVPR 2016 Multi-Attribute Factorized Hidden Layer Adaptation for DNN Acoustic Models Interspeech 2016 Multi-Bias Non-linear Activation in Deep Neural Networks ICML 2016 Multidimensional Residual Learning Based on Recurrent Neural Networks for Acoustic Modeling Interspeech 2016 Multi-Domain Joint Semantic Frame Parsing Using Bi-Directional RNN-LSTM Interspeech 2016 Multi-Language Multi-Speaker Acoustic Modeling for LSTM-RNN Based Statistical Parametric Speech Synthesis Interspeech 2016 Multi-level Gated Recurrent Neural Network for dialog act classification COLING 2016 Multilingual Data Selection for Low Resource Speech Recognition Interspeech 2016 Multimodal Mood Classification - A Case Study of Differences in Hindi and Western Songs COLING 2016 Multimodal Residual Learning for Visual QA NeurIPS 2016 Multi-Oriented Text Detection With Fully Convolutional Networks CVPR 2016 Multi-Scale Patch Aggregation (MPA) for Simultaneous Detection and Segmentation CVPR 2016 Multispectral Images Denoising by Intrinsic Tensor Sparsity Regularization CVPR 2016 Multi-View Deep Network for Cross-View Classification CVPR 2016 Natural Language Generation through Character-based RNNs with Finite-state Prior Knowledge COLING 2016 Natural-Parameter Networks: A Class of Probabilistic Neural Networks NeurIPS 2016 NetVLAD: CNN Architecture for Weakly Supervised Place Recognition CVPR 2016 Network Morphism ICML 2016