conftrace_

residual network

211 papers

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Also known as

RESNET

Co-occurring keywords

convolutional neural network (4226) speaker verification (577) neural network optimization (1293) image classification (1944) neural network (6616) attention mechanism (4001) deep neural network (1803) model compression (3302) skip connection (81) speaker embedding (350)

Papers

Residual Networks for Light Field Image Super-Resolution CVPR 2019
Vocal Pitch Extraction in Polyphonic Music Using Convolutional Residual Network INTERSPEECH 2019
Are deep ResNets provably better than linear predictors? NIPS 2019
Cascaded and Dual: Discrimination Oriented Network for Brain Tumor Classification ACML 2019
Deep Learning for Orca Call Type Identification — A Fully Unsupervised Approach INTERSPEECH 2019
Global Convergence of Block Coordinate Descent in Deep Learning ICML 2019
How to Initialize your Network? Robust Initialization for WeightNorm & ResNets NIPS 2019
Algorithm-Dependent Generalization Bounds for Overparameterized Deep Residual Networks NIPS 2019
Approximation and non-parametric estimation of ResNet-type convolutional neural networks ICML 2019
Characterizing Well-Behaved vs. Pathological Deep Neural Networks ICML 2019
Towards Understanding the Importance of Shortcut Connections in Residual Networks NIPS 2019
Temporal Deformable Residual Networks for Action Segmentation in Videos CVPR 2018
Sharing Residual Units Through Collective Tensor Factorization To Improve Deep Neural Networks IJCAI 2018
Acoustic Modeling with Densely Connected Residual Network for Multichannel Speech Recognition INTERSPEECH 2018
Functional Gradient Boosting based on Residual Network Perception ICML 2018
Gradient descent with identity initialization efficiently learns positive definite linear transformations by deep residual networks ICML 2018
How to Start Training: The Effect of Initialization and Architecture NIPS 2018
Are ResNets Provably Better than Linear Predictors? NIPS 2018
Refine or Represent: Residual Networks with Explicit Channel-wise Configuration IJCAI 2018
End-to-End Time Series Imputation via Residual Short Paths ACML 2018
An End-to-End Deep Learning Framework for Speech Emotion Recognition of Atypical Individuals INTERSPEECH 2018
Learning Strict Identity Mappings in Deep Residual Networks CVPR 2018
Can Spatiotemporal 3D CNNs Retrace the History of 2D CNNs and ImageNet? CVPR 2018
Neural Proximal Gradient Descent for Compressive Imaging NIPS 2018
Residual Parameter Transfer for Deep Domain Adaptation CVPR 2018