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Neural Networks

11,723 papers

Papers per year

25
148
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860
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Papers

Improving CTC-based Acoustic Model with Very Deep Residual Time-delay Neural Networks INTERSPEECH 2018
Filter Sampling and Combination CNN (FSC-CNN): A Compact CNN Model for Small-footprint ASR Acoustic Modeling Using Raw Waveforms INTERSPEECH 2018
Twin Regularization for Online Speech Recognition INTERSPEECH 2018
Hierarchical Recurrent Neural Networks for Acoustic Modeling INTERSPEECH 2018
Leveraging Second-Order Log-Linear Model for Improved Deep Learning Based ASR Performance INTERSPEECH 2018
Semi-Orthogonal Low-Rank Matrix Factorization for Deep Neural Networks INTERSPEECH 2018
Phone Recognition Using a Non-Linear Manifold with Broad Phone Class Dependent DNNs INTERSPEECH 2018
Deep Learning the Ising Model Near Criticality JMLR 2018
Deep Hidden Physics Models: Deep Learning of Nonlinear Partial Differential Equations JMLR 2018
Distribution-Specific Hardness of Learning Neural Networks JMLR 2018
3D Point Cloud-Based Visual Prediction of ICU Mobility Care Activities MLHC 2018
Reproducible Survival Prediction with SEER Cancer Data MLHC 2018
Disease-Atlas: Navigating Disease Trajectories using Deep Learning MLHC 2018
Multi-Label Learning from Medical Plain Text with Convolutional Residual Models MLHC 2018
A Domain Guided CNN Architecture for Predicting Age from Structural Brain Images MLHC 2018
Deep Spine: Automated Lumbar Vertebral Segmentation, Disc-Level Designation, and Spinal Stenosis Grading using Deep Learning MLHC 2018
Prediction of Cardiac Arrest from Physiological Signals in the Pediatric ICU MLHC 2018
Neural Fine-Grained Entity Type Classification with Hierarchy-Aware Loss NAACL 2018
Fortification of Neural Morphological Segmentation Models for Polysynthetic Minimal-Resource Languages NAACL 2018
Improving Implicit Discourse Relation Classification by Modeling Inter-dependencies of Discourse Units in a Paragraph NAACL 2018
A Deep Ensemble Model with Slot Alignment for Sequence-to-Sequence Natural Language Generation NAACL 2018
Query and Output: Generating Words by Querying Distributed Word Representations for Paraphrase Generation NAACL 2018
Neural Automated Essay Scoring and Coherence Modeling for Adversarially Crafted Input NAACL 2018
Zero-Shot Sequence Labeling: Transferring Knowledge from Sentences to Tokens NAACL 2018
Improving Lexical Choice in Neural Machine Translation NAACL 2018