Deep Learning

A Comparative Evaluation of GMM-Free State Tying Methods for ASR Interspeech 2017 A Comparison of Perceptually Motivated Loss Functions for Binary Mask Estimation in Speech Separation Interspeech 2017 A Comparison of Sequence-to-Sequence Models for Speech Recognition Interspeech 2017 A Conditional Variational Framework for Dialog Generation ACL 2017 A Convolutional Encoder Model for Neural Machine Translation ACL 2017 A Copy-Augmented Sequence-to-Sequence Architecture Gives Good Performance on Task-Oriented Dialogue EACL 2017 A Corpus of Natural Language for Visual Reasoning ACL 2017 Acoustic Feature Learning via Deep Variational Canonical Correlation Analysis Interspeech 2017 Acoustic Modeling for Google Home Interspeech 2017 Action Unit Detection With Region Adaptation, Multi-Labeling Learning and Optimal Temporal Fusing CVPR 2017 Active Bias: Training More Accurate Neural Networks by Emphasizing High Variance Samples NeurIPS 2017 Active Convolution: Learning the Shape of Convolution for Image Classification CVPR 2017 Active Learning for Black-Box Semantic Role Labeling with Neural Factors IJCAI 2017 AdaGAN: Boosting Generative Models NeurIPS 2017 AdaNet: Adaptive Structural Learning of Artificial Neural Networks ICML 2017 Adapting Sequence Models for Sentence Correction EMNLP 2017 Adaptive Neural Networks for Efficient Inference ICML 2017 Adaptive Relaxed ADMM: Convergence Theory and Practical Implementation CVPR 2017 Adaptive Semantic Compositionality for Sentence Modelling IJCAI 2017 AdaScan: Adaptive Scan Pooling in Deep Convolutional Neural Networks for Human Action Recognition in Videos CVPR 2017 A Dataset and Exploration of Models for Understanding Video Data Through Fill-In-The-Blank Question-Answering CVPR 2017 Additive Component Analysis CVPR 2017 Addressing Domain Adaptation for Chinese Word Segmentation with Global Recurrent Structure IJCNLP 2017 Addressing the Data Sparsity Issue in Neural AMR Parsing EACL 2017 A Deep Network with Visual Text Composition Behavior ACL 2017