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Neural Network Optimization

3,649 papers

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Papers

Train faster, generalize better: Stability of stochastic gradient descent ICML 2016
Strongly-Typed Recurrent Neural Networks ICML 2016
Solving Ridge Regression using Sketched Preconditioned SVRG ICML 2016
Starting Small - Learning with Adaptive Sample Sizes ICML 2016
Persistent RNNs: Stashing Recurrent Weights On-Chip ICML 2016
Recurrent Orthogonal Networks and Long-Memory Tasks ICML 2016
Generalization Properties and Implicit Regularization for Multiple Passes SGM ICML 2016
Energetic Natural Gradient Descent ICML 2016
Scalable Gradient-Based Tuning of Continuous Regularization Hyperparameters ICML 2016
Noisy Activation Functions ICML 2016
DrMAD: Distilling Reverse-Mode Automatic Differentiation for Optimizing Hyperparameters of Deep Neural Networks IJCAI 2016
Improved Neural Network Initialization by Grouping Context-Dependent Targets for Acoustic Modeling INTERSPEECH 2016
Real-Time Tracking of Speakers’ Emotions, States, and Traits on Mobile Platforms INTERSPEECH 2016
Expressive Speech Driven Talking Avatar Synthesis with DBLSTM Using Limited Amount of Emotional Bimodal Data INTERSPEECH 2016
A DNN-HMM Approach to Story Segmentation INTERSPEECH 2016
A Voice Conversion Mapping Function Based on a Stacked Joint-Autoencoder INTERSPEECH 2016
Frequency Estimation from Waveforms Using Multi-Layered Neural Networks INTERSPEECH 2016
Model-Based Parametric Prosody Synthesis with Deep Neural Network INTERSPEECH 2016
Data Selection by Sequence Summarizing Neural Network in Mismatch Condition Training INTERSPEECH 2016
A Template-Based Approach for Speech Synthesis Intonation Generation Using LSTMs INTERSPEECH 2016
Disfluency Detection Using a Bidirectional LSTM INTERSPEECH 2016
Purely Sequence-Trained Neural Networks for ASR Based on Lattice-Free MMI INTERSPEECH 2016
Hybrid Accelerated Optimization for Speech Recognition INTERSPEECH 2016
GMM-Free Flat Start Sequence-Discriminative DNN Training INTERSPEECH 2016
Multidimensional Residual Learning Based on Recurrent Neural Networks for Acoustic Modeling INTERSPEECH 2016