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Neural Networks

11,300 papers

Papers per year

Papers

Duration Modeling with Global Phoneme-Duration Vectors INTERSPEECH 2019
A Mandarin Prosodic Boundary Prediction Model Based on Multi-Task Learning INTERSPEECH 2019
Diagnosing Dysarthria with Long Short-Term Memory Networks INTERSPEECH 2019
Comparison of Speech Tasks and Recording Devices for Voice Based Automatic Classification of Healthy Subjects and Patients with Amyotrophic Lateral Sclerosis INTERSPEECH 2019
A Comprehensive Study of Speech Separation: Spectrogram vs Waveform Separation INTERSPEECH 2019
Influence of Speaker-Specific Parameters on Speech Separation Systems INTERSPEECH 2019
CNN-LSTM Models for Multi-Speaker Source Separation Using Bayesian Hyper Parameter Optimization INTERSPEECH 2019
End-to-End Music Source Separation: Is it Possible in the Waveform Domain? INTERSPEECH 2019
Transport Analysis of Infinitely Deep Neural Network JMLR 2019
Group Invariance, Stability to Deformations, and Complexity of Deep Convolutional Representations JMLR 2019
Monotone Learning with Rectified Wire Networks JMLR 2019
Nearly-tight VC-dimension and Pseudodimension Bounds for Piecewise Linear Neural Networks JMLR 2019
A Representer Theorem for Deep Kernel Learning JMLR 2019
iNNvestigate Neural Networks! JMLR 2019
Learning Representations of Persistence Barcodes JMLR 2019
Time-to-Event Prediction with Neural Networks and Cox Regression JMLR 2019
Spurious Valleys in One-hidden-layer Neural Network Optimization Landscapes JMLR 2019
Differentiable reservoir computing JMLR 2019
Why do deep convolutional networks generalize so poorly to small image transformations? JMLR 2019
Exploring local rotation invariance in 3D CNNs with steerable filters MIDL 2019
Learning joint lesion and tissue segmentation from task-specific hetero-modal datasets MIDL 2019
Assessing Knee OA Severity with CNN attention-based end-to-end architectures MIDL 2019
Sparse Structured Prediction for Semantic Edge Detection in Medical Images MIDL 2019
Exclusive Independent Probability Estimation using Deep 3D Fully Convolutional DenseNets: Application to IsoIntense Infant Brain MRI Segmentation MIDL 2019
Dynamic MRI Reconstruction with Motion-Guided Network MIDL 2019