neural network architecture

Syntax Helps ELMo Understand Semantics: Is Syntax Still Relevant in a Deep Neural Architecture for SRL? ACL 2018 Tags2Parts: Discovering Semantic Regions From Shape Tags CVPR 2018 The Spectrum of the Fisher Information Matrix of a Single-Hidden-Layer Neural Network NeurIPS 2018 Think Visually: Question Answering through Virtual Imagery ACL 2018 What’s This Movie About? A Joint Neural Network Architecture for Movie Content Analysis NAACL 2018 Active Convolution: Learning the Shape of Convolution for Image Classification CVPR 2017 A graph-theoretic approach to multitasking NeurIPS 2017 Comparing Character-level Neural Language Models Using a Lexical Decision Task EACL 2017 Deep Competitive Pathway Networks ACML 2017 Deep Matrix Factorization Models for Recommender Systems IJCAI 2017 Densely Connected Convolutional Networks CVPR 2017 EviNets: Neural Networks for Combining Evidence Signals for Factoid Question Answering ACL 2017 FeUdal Networks for Hierarchical Reinforcement Learning ICML 2017 Large-Scale Evolution of Image Classifiers ICML 2017 Learned D-AMP: Principled Neural Network based Compressive Image Recovery NeurIPS 2017 Learning Hierarchical Information Flow with Recurrent Neural Modules NeurIPS 2017 Learning Nash Equilibrium for General-Sum Markov Games from Batch Data AISTATS 2017 Learning to Align the Source Code to the Compiled Object Code ICML 2017 Limits of End-to-End Learning ACML 2017 Locally Smoothed Neural Networks ACML 2017 Neural Architectures for Fine-grained Entity Type Classification EACL 2017 OptNet: Differentiable Optimization as a Layer in Neural Networks ICML 2017 QMDP-Net: Deep Learning for Planning under Partial Observability NeurIPS 2017 Sequence to Sequence Modeling for User Simulation in Dialog Systems Interspeech 2017 Should Neural Network Architecture Reflect Linguistic Structure? CoNLL 2017