Deep Learning

A Transfer Learning Based Feature Extractor for Polyphonic Sound Event Detection Using Connectionist Temporal Classification Interspeech 2017 A Transition-Based Directed Acyclic Graph Parser for UCCA ACL 2017 Attend and Predict: Understanding Gene Regulation by Selective Attention on Chromatin NeurIPS 2017 Attend in Groups: A Weakly-Supervised Deep Learning Framework for Learning From Web Data CVPR 2017 Attentional Correlation Filter Network for Adaptive Visual Tracking CVPR 2017 Attentional Factorization Machines: Learning the Weight of Feature Interactions via Attention Networks IJCAI 2017 Attentional Pooling for Action Recognition NeurIPS 2017 Attention Based CLDNNs for Short-Duration Acoustic Scene Classification Interspeech 2017 Attention-based Recurrent Convolutional Neural Network for Automatic Essay Scoring CoNLL 2017 Attention is All you Need NeurIPS 2017 Attention Modeling for Targeted Sentiment EACL 2017 Attention Networks for Modeling Behaviors in Addiction Counseling Interspeech 2017 Attention-over-Attention Neural Networks for Reading Comprehension ACL 2017 Attention Strategies for Multi-Source Sequence-to-Sequence Learning ACL 2017 Attentive Language Models IJCNLP 2017 Attentive Path Combination for Knowledge Graph Completion ACML 2017 Attentive Recurrent Comparators ICML 2017 Audio Replay Attack Detection with Deep Learning Frameworks Interspeech 2017 Audio Scene Classification with Deep Recurrent Neural Networks Interspeech 2017 A Unified Framework for Structured Prediction: From Theory to Practice EMNLP 2017 A Unifying Framework for Gaussian Process Pseudo-Point Approximations using Power Expectation Propagation JMLR 2017 Autoencoder Regularized Network For Driving Style Representation Learning IJCAI 2017 Automatically Generating Rhythmic Verse with Neural Networks ACL 2017 Automatic Classification of Autistic Child Vocalisations: A Novel Database and Results Interspeech 2017 Automatic Description Generation from Images: A Survey of Models, Datasets, and Evaluation Measures (Extended Abstract) IJCAI 2017