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36 search results found

Graph Attention Networks (https://arxiv.org/abs/1710.10903)

Sparseconvnet ⭐ 1,956

Submanifold sparse convolutional networks

Graph_transformer_networks ⭐ 694

Graph Transformer Networks (Authors' PyTorch implementation for the NeurIPS 19 paper)

Graphwaveletneuralnetwork ⭐ 501

A PyTorch implementation of "Graph Wavelet Neural Network" (ICLR 2019)

Relational Gcn ⭐ 484

Keras-based implementation of Relational Graph Convolutional Networks

Chinese Ufldl Tutorial ⭐ 282

[UNMAINTAINED] 非监督特征学习与深度学习中文教程，该版本翻译自新版 UFLDL Tutorial 。建议新人们去学习斯坦福的CS231n课程，该门课程在网易云课堂上也有一个配有中文字幕的版本。

Splatnet ⭐ 254

SPLATNet: Sparse Lattice Networks for Point Cloud Processing (CVPR2018)

Sinkhorn Transformer ⭐ 178

Sinkhorn Transformer - Practical implementation of Sparse Sinkhorn Attention

Tutorial_bayesiancompressionfordl ⭐ 174

A tutorial on "Bayesian Compression for Deep Learning" published at NIPS (2017).

NetSMF: Large-Scale Network Embedding as Sparse Matrix Factorization

Pruning_with_tensorflow ⭐ 73

I demonstrate how to compress a neural network using pruning in tensorflow.

Iss Rnns ⭐ 62

Sparse Recurrent Neural Networks -- Pruning Connections and Hidden Sizes (TensorFlow)

Squeezenet Dsd Training ⭐ 55

A PyTorch implementation for our work "Confidence Propagation through CNNs for Guided Sparse Depth Regression"

Sparsebn ⭐ 37

Software for learning sparse Bayesian networks

Generative Sparse Detection Networks for 3D Single-shot Object Detection

Stux Dnn ⭐ 21

Run-time trojan attack on neural networks

Sparsenc ⭐ 18

A library for encoding and decoding sparse network codes

Scatteringgcn ⭐ 14

Scattering GCN: overcoming oversmoothness in graph convolutional networks

Pgrserver ⭐ 14

Routing service that uses pgRouting topologies and is loaded to a JGraphT graph for fast searches even with very dense networks such as OpenStreetMap (OSM) dataset.

Constraintawarecompression ⭐ 11

[ECCV18] Constraint-Aware Deep Neural Network Compression

Sparse-input neural networks

Deepstruct ⭐ 10

Sparse Neural Network Tools

Cosmictagger ⭐ 10

Cosmic Tagging Network for Neutrino Physics

Implementation of Learning Fast Approximations of Sparse Coding

Eecs542 Winter2017 ⭐ 9

This repository contains the suggested reading list for EECS542: Advanced Topics in Computer Vision, a graduate level course at University of Michigan, Ann Arbor.

Sparse_topology_distance ⭐ 9

[ECMLPKDD 2020] "Topological Insights into Sparse Neural Networks"

Sparse_artefact_unet ⭐ 8

3d Object Detection From Pointcloud ⭐ 6

The main aim of this implementation is to use 3D Sparse CNN networks for 3D object detection

Continuous Sparsification ⭐ 6

Implementation of Continuous Sparsification, a method for pruning and ticket search in deep networks

Ai Masterclass ⭐ 6

Repositorio de la Masterclass en Inteligencia Artificial

Robust Sparse Networks ⭐ 5

The Search for Sparse, Robustness Neural Networks

Explicithighorderinteraction Keras ⭐ 5

Explicit high order interaction models implemented in Keras, including: DCN, xDeepFM, AutoInt etc.

Graph Convolutional Networks in JAX

First-order Approximation of Graph Attention Networks.

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