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Papers
ASSERT: Anti-Spoofing with Squeeze-Excitation and Residual Networks
Interspeech 2019
Cascaded and Dual: Discrimination Oriented Network for Brain Tumor Classification
ACML 2019
Characterizing Well-Behaved vs. Pathological Deep Neural Networks
ICML 2019
Deep Learning for Orca Call Type Identification — A Fully Unsupervised Approach
Interspeech 2019
Deep Speaker Embedding Extraction with Channel-Wise Feature Responses and Additive Supervision Softmax Loss Function
Interspeech 2019
Dual Residual Networks Leveraging the Potential of Paired Operations for Image Restoration
CVPR 2019
Dynamical Isometry is Achieved in Residual Networks in a Universal Way for any Activation Function
AISTATS 2019
Fixup Initialization: Residual Learning Without Normalization
ICLR 2019
Global Convergence of Block Coordinate Descent in Deep Learning
ICML 2019
Global Convergence of Gradient Descent for Deep Linear Residual Networks
NeurIPS 2019
Gradient Descent Finds Global Minima of Deep Neural Networks
ICML 2019
How to Initialize your Network? Robust Initialization for WeightNorm & ResNets
NeurIPS 2019
Progressive Speech Enhancement with Residual Connections
Interspeech 2019
Reducing Uncertainty in Undersampled MRI Reconstruction With Active Acquisition
CVPR 2019
Residual + Capsule Networks (ResCap) for Simultaneous Single-Channel Overlapped Keyword Recognition
Interspeech 2019
Residual Invertible Spatio-Temporal Network for Video Super-Resolution
AAAI 2019
Residual Networks for Light Field Image Super-Resolution
CVPR 2019
ResNets Ensemble via the Feynman-Kac Formalism to Improve Natural and Robust Accuracies
NeurIPS 2019
RGBD Based Dimensional Decomposition Residual Network for 3D Semantic Scene Completion
CVPR 2019
Shortcut Connections Based Deep Speaker Embeddings for End-to-End Speaker Verification System
Interspeech 2019
Show, Attend and Read: A Simple and Strong Baseline for Irregular Text Recognition
AAAI 2019
Spatial Pyramid Encoding with Convex Length Normalization for Text-Independent Speaker Verification
Interspeech 2019
Speech Enhancement with Wide Residual Networks in Reverberant Environments
Interspeech 2019
STM: SpatioTemporal and Motion Encoding for Action Recognition
ICCV 2019
Structured Pruning of Neural Networks With Budget-Aware Regularization
CVPR 2019