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Neural Networks

11300 directly classified papers

Papers per year

Papers

Sequence to Backward and Forward Sequences: A Content-Introducing Approach to Generative Short-Text Conversation COLING 2016
A Neural Network Approach for Knowledge-Driven Response Generation COLING 2016
PersoNER: Persian Named-Entity Recognition COLING 2016
Text Classification Improved by Integrating Bidirectional LSTM with Two-dimensional Max Pooling COLING 2016
Zara: A Virtual Interactive Dialogue System Incorporating Emotion, Sentiment and Personality Recognition COLING 2016
Globally Optimal Training of Generalized Polynomial Neural Networks with Nonlinear Spectral Methods NIPS 2016
Towards Conceptual Compression NIPS 2016
Directly Modeling Missing Data in Sequences with RNNs: Improved Classification of Clinical Time Series MLHC 2016
Learning Robust Features using Deep Learning for Automatic Seizure Detection MLHC 2016
Mitochondria-based Renal Cell Carcinoma Subtyping: Learning from Deep vs. Flat Feature Representations MLHC 2016
Doctor AI: Predicting Clinical Events via Recurrent Neural Networks MLHC 2016
Knowledge Matters: Importance of Prior Information for Optimization JMLR 2016
Deep Convolutional Neural Networks for Microscopy-Based Point of Care Diagnostics MLHC 2016
Text-Available Speaker Recognition System for Forensic Applications INTERSPEECH 2016
End-to-End Language Identification Using Attention-Based Recurrent Neural Networks INTERSPEECH 2016
Contractive Rectifier Networks for Nonlinear Maximum Margin Classification ICCV 2015
Pointer Networks NIPS 2015
Discrete Reproducing Kernel Hilbert Spaces: Sampling and Distribution of Dirac-masses JMLR 2015
Training Very Deep Networks NIPS 2015
Designing Deep Networks for Surface Normal Estimation CVPR 2015
A Unified Framework for Jointly Learning Distributed Representations of Word and Attributes ACML 2015
Photonic Delay Systems as Machine Learning Implementations JMLR 2015
Human Parsing With Contextualized Convolutional Neural Network ICCV 2015
DRAW: A Recurrent Neural Network For Image Generation ICML 2015
Gated Feedback Recurrent Neural Networks ICML 2015