Neural Networks

Towards Understanding the Invertibility of Convolutional Neural Networks IJCAI 2017 Training Group Orthogonal Neural Networks with Privileged Information IJCAI 2017 Transition-Based Disfluency Detection using LSTMs EMNLP 2017 Translating Phrases in Neural Machine Translation EMNLP 2017 TTI-COIN at SemEval-2017 Task 10: Investigating Embeddings for End-to-End Relation Extraction from Scientific Papers SemEval 2017 Tunable Efficient Unitary Neural Networks (EUNN) and their application to RNNs ICML 2017 Turn-Taking Estimation Model Based on Joint Embedding of Lexical and Prosodic Contents Interspeech 2017 Ubernet: Training a Universal Convolutional Neural Network for Low-, Mid-, and High-Level Vision Using Diverse Datasets and Limited Memory CVPR 2017 UMDeep at SemEval-2017 Task 1: End-to-End Shared Weight LSTM Model for Semantic Textual Similarity SemEval 2017 Unfolded Deep Recurrent Convolutional Neural Network with Jump Ahead Connections for Acoustic Modeling Interspeech 2017 Unifying Text, Metadata, and User Network Representations with a Neural Network for Geolocation Prediction ACL 2017 Unsupervised Learning by Predicting Noise ICML 2017 Unsupervised Representation Learning Using Convolutional Restricted Boltzmann Machine for Spoof Speech Detection Interspeech 2017 Using Context Events in Neural Network Models for Event Temporal Status Identification IJCNLP 2017 Using Deep Neural Networks to Automate Large Scale Statistical Analysis for Big Data Applications ACML 2017 Using Explicit Discourse Connectives in Translation for Implicit Discourse Relation Classification IJCNLP 2017 Using Social Networks to Improve Language Variety Identification with Neural Networks IJCNLP 2017 Using the Output Embedding to Improve Language Models EACL 2017 Utilizing Visual Forms of Japanese Characters for Neural Review Classification IJCNLP 2017 Variational Recurrent Neural Networks for Speech Separation Interspeech 2017 VEEGAN: Reducing Mode Collapse in GANs using Implicit Variational Learning NeurIPS 2017 Very Deep Convolutional Networks for Text Classification EACL 2017 Video Captioning With Transferred Semantic Attributes CVPR 2017 VidLoc: A Deep Spatio-Temporal Model for 6-DoF Video-Clip Relocalization CVPR 2017 Viraliency: Pooling Local Virality CVPR 2017