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Neural Networks

11300 directly classified papers

Papers per year

Papers

Meta-Learning with Memory-Augmented Neural Networks ICML 2016
Strongly-Typed Recurrent Neural Networks ICML 2016
Unitary Evolution Recurrent Neural Networks ICML 2016
L1-regularized Neural Networks are Improperly Learnable in Polynomial Time ICML 2016
Mixing Rates for the Alternating Gibbs Sampler over Restricted Boltzmann Machines and Friends ICML 2016
Towards Machine Comprehension of Spoken Content: Initial TOEFL Listening Comprehension Test by Machine INTERSPEECH 2016
A Random Matrix Approach to Echo-State Neural Networks ICML 2016
Multi-Bias Non-linear Activation in Deep Neural Networks ICML 2016
LSTM-Based NeuroCRFs for Named Entity Recognition INTERSPEECH 2016
LSTM, GRU, Highway and a Bit of Attention: An Empirical Overview for Language Modeling in Speech Recognition INTERSPEECH 2016
Learning Population-Level Diffusions with Generative RNNs ICML 2016
Associative Long Short-Term Memory ICML 2016
A Novel Discriminative Score Calibration Method for Keyword Search INTERSPEECH 2016
Analysis of Deep Neural Networks with Extended Data Jacobian Matrix ICML 2016
On the Appropriateness of Complex-Valued Neural Networks for Speech Enhancement INTERSPEECH 2016
Acoustic Word Embeddings for ASR Error Detection INTERSPEECH 2016
Learning Multiscale Features Directly from Waveforms INTERSPEECH 2016
DBN-ivector Framework for Acoustic Emotion Recognition INTERSPEECH 2016
A KL Divergence and DNN-Based Approach to Voice Conversion without Parallel Training Sentences INTERSPEECH 2016
Audio-Visual Speech Recognition Using Bimodal-Trained Bottleneck Features for a Person with Severe Hearing Loss INTERSPEECH 2016
Automatic Classification of Lexical Stress in English and Arabic Languages Using Deep Learning INTERSPEECH 2016
Improved Neural Network Initialization by Grouping Context-Dependent Targets for Acoustic Modeling INTERSPEECH 2016
A Deep Learning Approach to Unsupervised Ensemble Learning ICML 2016
Modulation Spectral Features for Predicting Vocal Emotion Recognition by Simulated Cochlear Implants INTERSPEECH 2016
Path-Normalized Optimization of Recurrent Neural Networks with ReLU Activations NIPS 2016