sparse-convolution

There are 0 repository under sparse-convolution topic.

NVIDIA / MinkowskiEngine
Minkowski Engine is an auto-diff neural network library for high-dimensional sparse tensors
3d-convolutional-network 3d-vision 4d-convolutional-neural-network auto-differentiation computer-vision convolutional-neural-networks cuda deep-learning high-dimensional-data high-dimensional-inference minkowski-engine neural-network pytorch semantic-segmentation space-time sparse-convolution sparse-tensor-network sparse-tensors spatio-temporal-analysis trilateral-filter
Language:Python 2319
SparK
keyu-tian / SparK
[ICLR'23 Spotlight🔥] The first successful BERT/MAE-style pretraining on any convolutional network; Pytorch impl. of "Designing BERT for Convolutional Networks: Sparse and Hierarchical Masked Modeling"
bert cnn convnet convolutional-neural-networks deep-learning iclr iclr2023 instance-segmentation mae mask-rcnn masked-autoencoder masked-image-modeling object-detection pre-trained-model pretrain pretraining pytorch self-supervised-learning sparse-convolution ssl
Language:Python 1389
wenwei202 / caffe
Caffe for Sparse and Low-rank Deep Neural Networks
deep-neural-networks sparsity acceleration compression low-rank-approximation caffe sparse-convolution
Language:C++ 374
dvlab-research / FocalsConv
Focal Sparse Convolutional Networks for 3D Object Detection (CVPR 2022, Oral)
3d-object-detection autonomous-driving kitti nuscenes sparse-convolution
Language:Python 359
lmxyy / sige
[NeurIPS 2022] Efficient Spatially Sparse Inference for Conditional GANs and Diffusion Models
acceleration conditional-gan conditional-gans ddim ddpm diffusion-models gans gaugan image-editing progressive-distillation sparse sparse-convolution
Language:Python 247
VinAIResearch / ISBNet
ISBNet: a 3D Point Cloud Instance Segmentation Network with Instance-aware Sampling and Box-aware Dynamic Convolution (CVPR 2023)
3d-point-clouds 3d-instance-segmentation cvpr2023 dynamic-convolution sparse-convolution
Language:Python 98
xuxw98 / DSPDet3D
[arXiv 2023] 3D Small Object Detection with Dynamic Spatial Pruning
3d-object-detection efficient-networks small-object-detection sparse-convolution point-cloud pruning robotics dynamic-neural-network matterport3d scannet object-detection 3d-scene-understanding point-clouds
Language:Python 82
maudzung / CenterNet3D-PyTorch
Unofficial PyTorch implementation of the paper: "CenterNet3D: An Anchor free Object Detector for Autonomous Driving"
centernet3d centernet lidar object-detection 3d-object-detection voxel voxelnet sparse-convolution spconv
Language:Python 70
prs-eth / Scene-Recognition-in-3D
[IROS 2020] Indoor Scene Recognition in 3D
3dvision computer-vision scene-recognition sparse-convolution
Language:Python 53
uc-vision / smart-tree
Neural Medial Axis Approximation of Point Clouds for 3D Tree Skeletonization
cloud point pointcloud skeleton skeletonization 3d point-clouds sparse-convolution structure
Language:Python 20
ltkong218 / WaveletVFI
Dynamic Frame Interpolation in Wavelet Domain (TIP 2023)
deep-learning dynamic-neural-network efficiency frame-interpolation optical-flow pytorch slow-motion sparse-convolution video wavelet annimation flops high-resolution
Language:Python 15
WPCLab / OpenSeg3D
Open Source Project for 3D Semantic Segmentation
pointcloud transformer semantic-segmentation waymo sparse-convolution
Language:Python 9
AryaAftab / sparselayer-tensorflow
An implementation of Sparse Layers in TensorFlow 2. x.
deep-learning sparse sparse-connectivity sparse-convolution sparse-dense tensorflow2
Language:Python 6
vaydingul / sparse-conv-lstm
Sparse ConvLSTM for Point Cloud Semantic Segmentation
semantic-segmentation point-cloud lstm sparse-convolution python3 spconv
Language:Python 4
andymilne / Sparse-Array-Toolbox
A fast MATLAB toolbox for N-dimensional sparse arrays.
ndimensional-arrays sparse-representations convolution matlab-toolbox sparse-convolution sparse-outer-product sparse-ndimensional-arrays ndimensional-convolution tensor matlab
Language:MATLAB 3
NicolaDean / sparse-conv-pytorch-porting
This repository is a Pytorch porting of the Escoin-caffe Sparse Convolution implementation.
convolutional-neural-networks pruning sparse-convolution sparse-matrix gpu-pruning sparse-kernel cuda pytorch escoin
Language:Python 0