Deep Learning

Unsupervised Pretraining for Sequence to Sequence Learning EMNLP 2017 Unsupervised Representation Learning Using Convolutional Restricted Boltzmann Machine for Spoof Speech Detection Interspeech 2017 Unsupervised Transformation Learning via Convex Relaxations NeurIPS 2017 Unsupervised Video Summarization With Adversarial LSTM Networks CVPR 2017 UntrimmedNets for Weakly Supervised Action Recognition and Detection CVPR 2017 Using Context Events in Neural Network Models for Event Temporal Status Identification IJCNLP 2017 Using Context Information for Dialog Act Classification in DNN Framework EMNLP 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 millions of emoji occurrences to learn any-domain representations for detecting sentiment, emotion and sarcasm EMNLP 2017 Using Ranking-CNN for Age Estimation CVPR 2017 Using Social Networks to Improve Language Variety Identification with Neural Networks IJCNLP 2017 Using Target-side Monolingual Data for Neural Machine Translation through Multi-task Learning EMNLP 2017 Using the Output Embedding to Improve Language Models EACL 2017 Utilizing Visual Forms of Japanese Characters for Neural Review Classification IJCNLP 2017 VAE Learning via Stein Variational Gradient Descent NeurIPS 2017 VAIN: Attentional Multi-agent Predictive Modeling NeurIPS 2017 Vancouver Welcomes You! Minimalist Location Metonymy Resolution ACL 2017 Variants of RMSProp and Adagrad with Logarithmic Regret Bounds ICML 2017 Variational Autoencoded Regression: High Dimensional Regression of Visual Data on Complex Manifold CVPR 2017 Variational Bayesian Multiple Instance Learning With Gaussian Processes CVPR 2017 Variational Deep Embedding: An Unsupervised and Generative Approach to Clustering IJCAI 2017 Variational Dropout Sparsifies Deep Neural Networks ICML 2017 Variational Inference for Gaussian Process Models with Linear Complexity NeurIPS 2017 Variational Inference for Sparse and Undirected Models ICML 2017