Convolutional Neural Networks

ResNeXt-Elastic

Introduced by Wang et al. in ELASTIC: Improving CNNs with Dynamic Scaling Policies

ResNeXt-Elastic is a convolutional neural network that is a modification of a ResNeXt with elastic blocks (extra upsampling and downsampling).

Source: ELASTIC: Improving CNNs with Dynamic Scaling Policies

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Papers

Paper	Code	Results	Date	Stars

Tasks

Task	Papers	Share
General Classification	1	33.33%
Multi-Label Classification	1	33.33%
Semantic Segmentation	1	33.33%

Usage Over Time

This feature is experimental; we are continuously improving our matching algorithm.

Components

Component	Type	Add Remove
1x1 Convolution	Convolutions
Convolution	Convolutions
Dense Connections	Feedforward Networks
Elastic ResNeXt Block	Skip Connection Blocks
Global Average Pooling	Pooling Operations
Max Pooling	Pooling Operations
Softmax	Output Functions

Categories

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Convolutional Neural Networks