Topic: "sparse-convolution"
NVIDIA/MinkowskiEngine
Minkowski Engine is an auto-diff neural network library for high-dimensional sparse tensors
Language: Python - Size: 14.6 MB - Last synced at: 9 days ago - Pushed at: about 1 year ago - Stars: 2,636 - Forks: 382

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"
Language: Python - Size: 699 KB - Last synced at: 18 days ago - Pushed at: over 1 year ago - Stars: 1,337 - Forks: 81

dvlab-research/FocalsConv
Focal Sparse Convolutional Networks for 3D Object Detection (CVPR 2022, Oral)
Language: Python - Size: 6.69 MB - Last synced at: about 1 month ago - Pushed at: almost 2 years ago - Stars: 377 - Forks: 34

wenwei202/caffe
Caffe for Sparse and Low-rank Deep Neural Networks
Language: C++ - Size: 69.6 MB - Last synced at: 9 months ago - Pushed at: about 5 years ago - Stars: 375 - Forks: 134

lmxyy/sige
[NeurIPS 2022, T-PAMI 2023] Efficient Spatially Sparse Inference for Conditional GANs and Diffusion Models
Language: Python - Size: 43 MB - Last synced at: 23 days ago - Pushed at: about 1 year ago - Stars: 265 - Forks: 12

VinAIResearch/ISBNet
ISBNet: a 3D Point Cloud Instance Segmentation Network with Instance-aware Sampling and Box-aware Dynamic Convolution (CVPR 2023)
Language: Python - Size: 29.5 MB - Last synced at: 6 months ago - Pushed at: 6 months ago - Stars: 122 - Forks: 23

xuxw98/DSPDet3D
[ECCV 2024] 3D Small Object Detection with Dynamic Spatial Pruning
Language: Python - Size: 123 MB - Last synced at: about 1 month ago - Pushed at: 8 months ago - Stars: 104 - Forks: 4

maudzung/CenterNet3D-PyTorch
Unofficial PyTorch implementation of the paper: "CenterNet3D: An Anchor free Object Detector for Autonomous Driving"
Language: Python - Size: 1.11 MB - Last synced at: 22 days ago - Pushed at: over 4 years ago - Stars: 72 - Forks: 13

prs-eth/Scene-Recognition-in-3D
[IROS 2020] Indoor Scene Recognition in 3D
Language: Python - Size: 2.76 MB - Last synced at: 17 days ago - Pushed at: almost 2 years ago - Stars: 54 - Forks: 10

hmchuong/MaGGIe
[CVPR24] MaGGIe: Mask Guided Gradual Human Instance Matting
Language: Python - Size: 103 MB - Last synced at: 4 months ago - Pushed at: 4 months ago - Stars: 49 - Forks: 3

uc-vision/smart-tree
Neural Medial Axis Approximation of Point Clouds for 3D Tree Skeletonization
Language: Python - Size: 18.7 MB - Last synced at: 12 months ago - Pushed at: 12 months ago - Stars: 20 - Forks: 0

mkang315/PK-YOLO
[WACV'25] Official implementation of "PK-YOLO: Pretrained Knowledge Guided YOLO for Brain Tumor Detection in Multiplane MRI Slices".
Language: Python - Size: 776 KB - Last synced at: 2 months ago - Pushed at: 2 months ago - Stars: 6 - Forks: 1

WPCLab/OpenSeg3D
Open Source Project for 3D Semantic Segmentation
Language: Python - Size: 105 KB - Last synced at: about 2 years ago - Pushed at: about 2 years ago - Stars: 5 - Forks: 0

AryaAftab/sparselayer-tensorflow
An implementation of Sparse Layers in TensorFlow 2. x.
Language: Python - Size: 7.81 KB - Last synced at: 20 days ago - Pushed at: over 3 years ago - Stars: 5 - Forks: 0

vaydingul/sparse-conv-lstm
Sparse ConvLSTM for Point Cloud Semantic Segmentation
Language: Python - Size: 145 MB - Last synced at: 9 months ago - Pushed at: almost 4 years ago - Stars: 4 - Forks: 1

andymilne/Sparse-Array-Toolbox
A fast MATLAB toolbox for N-dimensional sparse arrays.
Language: MATLAB - Size: 687 KB - Last synced at: 3 months ago - Pushed at: 3 months ago - Stars: 3 - Forks: 0
