GitHub / mehtadushy / SelecSLS-Pytorch

Reference ImageNet implementation of SelecSLS CNN architecture proposed in the SIGGRAPH 2020 paper "XNect: Real-time Multi-Person 3D Motion Capture with a Single RGB Camera". The repository also includes code for pruning the model based on implicit sparsity emerging from adaptive gradient descent methods, as detailed in the CVPR 2019 paper "On implicit filter level sparsity in Convolutional Neural Networks".

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Topics: cnn, cvpr2019, deep-learning, efficient, efficient-architectures, imagenet, pruning, pytorch, pytorch-implementation, siggraph, sparsity

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