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20 search results found

Mlquestions ⭐ 2,077

Machine Learning and Computer Vision Engineer - Technical Interview Questions

Sparseconvnet ⭐ 1,956

Submanifold sparse convolutional networks

Spconv ⭐ 1,504

Spatial Sparse Convolution Library

Torchsparse ⭐ 998

TorchSparse: Efficient Training and Inference Framework for Sparse Convolution on GPUs.

Libxsmm ⭐ 789

Library for specialized dense and sparse matrix operations, and deep learning primitives.

Skimcaffe ⭐ 233

Caffe for Sparse Convolutional Neural Network

Implements the Tsetlin Machine, Coalesced Tsetlin Machine, Convolutional Tsetlin Machine, Regression Tsetlin Machine, and Weighted Tsetlin Machine, with support for continuous features, drop clause, Type III Feedback, focused negative sampling, multi-task classifier, autoencoder, literal budget, and one-vs-one multi-class classifier. TMU is written in Python with wrappers for C and CUDA-based clause evaluation and updating.

Sparse Ncnet ⭐ 78

Implementation of Sparse-NCNet: "Efficient Neighbourhood Consensus Networks via Submanifold Sparse Convolutions"

Rpg_asynet ⭐ 56

Code for the paper "Event-based Asynchronous Sparse Convolutional Networks" (ECCV, 2020).

Fastai_sparse ⭐ 42

3D augmentation and transforms of 2D/3D sparse data, such as 3D triangle meshes or point clouds in Euclidean space. Extension of the Fast.ai library to train Sub-manifold Sparse Convolution Networks

Efficient Hetconv Heterogeneous Kernel Based Convolutions ⭐ 33

Efficient HetConv: Heterogeneous Kernel-Based Convolutions for Deep CNNs

MIDL 2018 / MEDIA 2019: one binary extremely large and inflecting sparse kernel (pytorch)

Geometricconvolutionsbench ⭐ 29

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

Zte_challenge2019_moa ⭐ 26

Some simple solutions for ZTE Challenge2019 (Model Optimization and Acceleration)

Convolution With Sparse Kernel In Tf ⭐ 23

Development a customized op in TensorFlow for convolution with sparse kernel

Activesparseshifts Pytorch ⭐ 14

Implementation of Sparse Shift Layer and Active Shift Layer (3D, 4D, 5D tensors) for PyTorch(CPU,GPU)

Cosmictagger ⭐ 10

Cosmic Tagging Network for Neutrino Physics

Code for MICCAI 2017 paper on binary sparse convolutions for semantic segmentation of medical images

Programming_massively_parallel_processors ⭐ 5

CUDA 6大并行计算模式代码与笔记

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