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Neural Networks

11300 directly classified papers

Papers per year

Papers

End-To-End Learning of Action Detection From Frame Glimpses in Videos CVPR 2016
Video Paragraph Captioning Using Hierarchical Recurrent Neural Networks CVPR 2016
DisturbLabel: Regularizing CNN on the Loss Layer CVPR 2016
Universal Approximation Results for the Temporal Restricted Boltzmann Machine and the Recurrent Temporal Restricted Boltzmann Machine JMLR 2016
Stereo Matching by Training a Convolutional Neural Network to Compare Image Patches JMLR 2016
Hybrid Orthogonal Projection and Estimation (HOPE): A New Framework to Learn Neural Networks JMLR 2016
Full-Capacity Unitary Recurrent Neural Networks NIPS 2016
Neural Autoregressive Distribution Estimation JMLR 2016
Bounding the Search Space for Global Optimization of Neural Networks Learning Error: An Interval Analysis Approach JMLR 2016
A Network That Learns Strassen Multiplication JMLR 2016
The LRP Toolbox for Artificial Neural Networks JMLR 2016
Cells in Multidimensional Recurrent Neural Networks JMLR 2016
Stochastic Neural Networks with Monotonic Activation Functions AISTATS 2016
Residual Networks Behave Like Ensembles of Relatively Shallow Networks NIPS 2016
Semantic Tagging with Deep Residual Networks COLING 2016
Kyoto-NMT: a Neural Machine Translation implementation in Chainer COLING 2016
Visual Question Answering with Question Representation Update (QRU) NIPS 2016
A Correlational Encoder Decoder Architecture for Pivot Based Sequence Generation COLING 2016
Large-scale Multi-class and Hierarchical Product Categorization for an E-commerce Giant COLING 2016
CharNER: Character-Level Named Entity Recognition COLING 2016
Automatic Labelling of Topics with Neural Embeddings COLING 2016
Machine Translation Evaluation for Arabic using Morphologically-enriched Embeddings COLING 2016
Still not there? Comparing Traditional Sequence-to-Sequence Models to Encoder-Decoder Neural Networks on Monotone String Translation Tasks COLING 2016
Simple Question Answering by Attentive Convolutional Neural Network COLING 2016
Recurrent Dropout without Memory Loss COLING 2016