sparse-convolution · GitHub Topics

#计算机科学#Minkowski Engine is an auto-diff neural network library for high-dimensional sparse tensors

翻译 - Minkowski Engine是一个自动差分库，用于广义稀疏卷积和高维稀疏张量

神经网络机器视觉 sparse-tensors convolutional-neural-networks semantic-segmentation auto-differentiation spatio-temporal-analysis space-time 深度学习 3d-convolutional-network 3d-vision sparse-convolution PyTorch CUDA

Python 2.59 k

1 年前

keyu-tian / SparK

#计算机科学#[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 convnet convolutional-neural-networks masked-image-modeling pre-trained-model self-supervised-learning sparse-convolution TLS (Transport Layer Security)cnn iclr 深度学习 object-detection PyTorch instance-segmentation mask-rcnn pretrain pretraining

Python 1.33 k

1 年前

wenwei202 / caffe

Caffe for Sparse and Low-rank Deep Neural Networks

深度神经网络 sparsity acceleration compression caffe sparse-convolution

C++ 378

5 年前

dvlab-research / FocalsConv

Focal Sparse Convolutional Networks for 3D Object Detection (CVPR 2022, Oral)

3d-object-detection autonomous-driving kitti nuscenes sparse-convolution

Python 376

2 年前

lmxyy / sige

[NeurIPS 2022, T-PAMI 2023] Efficient Spatially Sparse Inference for Conditional GANs and Diffusion Models

gans acceleration conditional-gan conditional-gans ddpm diffusion-models gaugan image-editing sparse sparse-convolution

Python 264

1 年前

VinAIResearch / ISBNet

ISBNet: a 3D Point Cloud Instance Segmentation Network with Instance-aware Sampling and Box-aware Dynamic Convolution (CVPR 2023)

Point cloud cvpr2023 sparse-convolution

Python 132

4 个月前

xuxw98 / DSPDet3D

[ECCV 2024] 3D Small Object Detection with Dynamic Spatial Pruning

3d-object-detection small-object-detection sparse-convolution Point cloud pruning Robotics scannet object-detection 3d-scene-understanding eccv2024

Python 105

7 个月前

maudzung / CenterNet3D-PyTorch

Unofficial PyTorch implementation of the paper: "CenterNet3D: An Anchor free Object Detector for Autonomous Driving"

centernet lidar object-detection 3d-object-detection voxel voxelnet sparse-convolution

Python 72

5 年前

hmchuong / MaGGIe

[CVPR24] MaGGIe: Mask Guided Gradual Human Instance Matting

image-matting matting sparse-convolution video-matting

Python 58

3 个月前

prs-eth / Scene-Recognition-in-3D

[IROS 2020] Indoor Scene Recognition in 3D

机器视觉 3dvision sparse-convolution scene-recognition

Python 54

2 年前

uc-vision / smart-tree

Neural Medial Axis Approximation of Point Clouds for 3D Tree Skeletonization

cloud point Point cloud skeleton 3D sparse-convolution structure

Python 28

10 个月前

ltkong218 / WaveletVFI

#计算机科学#Dynamic Frame Interpolation in Wavelet Domain (TIP 2023)

深度学习 efficiency Frame Interpolation optical-flow PyTorch slow-motion sparse-convolution Video wavelet high-resolution

Python 19

1 年前

WPCLab / OpenSeg3D

Open Source Project for 3D Semantic Segmentation

Point cloud transformer semantic-segmentation sparse-convolution

Python 9

2 年前

mkang315 / PK-YOLO

[WACV'25] Official implementation of "PK-YOLO: Pretrained Knowledge Guided YOLO for Brain Tumor Detection in Multiplane MRI Slices".

computer-vision-algorithms 深度神经网络 detr focal-loss masked-image-modeling medical-image-analysis medical-image-computing medical-image-processing object-detection pretrained-models pretraining self-supervised-learning sparse-convolution yolo

Python 6

1 个月前

AryaAftab / sparselayer-tensorflow

#计算机科学#An implementation of Sparse Layers in TensorFlow 2. x.

tensorflow2 sparse 深度学习 sparse-convolution

Python 5

4 年前

vaydingul / sparse-conv-lstm

Sparse ConvLSTM for Point Cloud Semantic Segmentation

semantic-segmentation Point cloud lstm sparse-convolution Python

Python 4

4 年前

andymilne / Sparse-Array-Toolbox

A fast MATLAB toolbox for N-dimensional sparse arrays.

convolution sparse-convolution tensor MATLAB

MATLAB 3

2 个月前

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 CUDA PyTorch

Python 0

2 年前