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GitHub topics: sparse-convolution

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: 792 KB - Last synced at: 7 days ago - Pushed at: 7 days ago - Stars: 8 - Forks: 3

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: 16 days ago - Pushed at: over 1 year ago - Stars: 1,343 - Forks: 82

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: 24 days ago - Pushed at: over 1 year ago - Stars: 2,662 - Forks: 389

hmchuong/MaGGIe

[CVPR24] MaGGIe: Mask Guided Gradual Human Instance Matting

Language: Python - Size: 103 MB - Last synced at: 25 days ago - Pushed at: 5 months ago - Stars: 65 - Forks: 3

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: 10 months ago - Stars: 107 - Forks: 4

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: 18 days ago - Pushed at: about 1 year ago - Stars: 265 - Forks: 12

dvlab-research/FocalsConv

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

Language: Python - Size: 6.69 MB - Last synced at: 3 months ago - Pushed at: about 2 years ago - Stars: 377 - Forks: 34

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: 2 months ago - Pushed at: almost 5 years ago - Stars: 72 - Forks: 13

andymilne/Sparse-Array-Toolbox

A fast MATLAB toolbox for N-dimensional sparse arrays.

Language: MATLAB - Size: 687 KB - Last synced at: 4 months ago - Pushed at: 4 months ago - Stars: 3 - Forks: 0

AryaAftab/sparselayer-tensorflow

An implementation of Sparse Layers in TensorFlow 2. x.

Language: Python - Size: 7.81 KB - Last synced at: 2 months ago - Pushed at: over 3 years ago - Stars: 5 - Forks: 0

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: 7 months ago - Pushed at: 7 months ago - Stars: 122 - Forks: 23

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

[IROS 2020] Indoor Scene Recognition in 3D

Language: Python - Size: 2.76 MB - Last synced at: about 2 months ago - Pushed at: almost 2 years ago - Stars: 54 - Forks: 10

wenwei202/caffe

Caffe for Sparse and Low-rank Deep Neural Networks

Language: C++ - Size: 69.6 MB - Last synced at: 10 months ago - Pushed at: over 5 years ago - Stars: 375 - Forks: 134

uc-vision/smart-tree

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

Language: Python - Size: 18.7 MB - Last synced at: about 1 year ago - Pushed at: about 1 year ago - Stars: 20 - Forks: 0

vaydingul/sparse-conv-lstm

Sparse ConvLSTM for Point Cloud Semantic Segmentation

Language: Python - Size: 145 MB - Last synced at: 10 months ago - Pushed at: almost 4 years ago - Stars: 4 - Forks: 1

WPCLab/OpenSeg3D

Open Source Project for 3D Semantic Segmentation

Language: Python - Size: 105 KB - Last synced at: over 2 years ago - Pushed at: over 2 years ago - Stars: 5 - Forks: 0

Related Keywords
sparse-convolution 16 object-detection 4 semantic-segmentation 3 deep-learning 3 3d-object-detection 3 computer-vision 2 pytorch 2 spconv 2 convolutional-neural-networks 2 sparse 2 self-supervised-learning 2 pretraining 2 acceleration 2 deep-neural-networks 2 pointcloud 2 point-cloud 2 masked-image-modeling 2 masked-autoencoder 2 point-clouds 2 centernet3d 1 lidar 1 voxel 1 conditional-gans 1 voxelnet 1 conditional-gan 1 convolution 1 matlab 1 matlab-toolbox 1 ndimensional-arrays 1 centernet 1 nuscenes 1 kitti 1 ddim 1 ddpm 1 autonomous-driving 1 progressive-distillation 1 image-editing 1 diffusion-models 1 gaugan 1 gans 1 waymo 1 transformer 1 python3 1 lstm 1 structure 1 skeletonization 1 skeleton 1 point 1 cloud 1 3d 1 sparsity 1 low-rank-approximation 1 compression 1 caffe 1 scene-recognition 1 3dvision 1 dynamic-convolution 1 cvpr2023 1 3d-point-clouds 1 3d-instance-segmentation 1 tensorflow2 1 sparse-dense 1 sparse-connectivity 1 tensor 1 sparse-representations 1 sparse-outer-product 1 sparse-ndimensional-arrays 1 ndimensional-convolution 1 3d-vision 1 3d-convolutional-network 1 ssl 1 pretrain 1 pre-trained-model 1 mask-rcnn 1 mae 1 instance-segmentation 1 iclr2023 1 iclr 1 convnet 1 cnn 1 bert 1 yolo 1 pretrained-models 1 multiplane-images 1 mri-brain 1 medical-image-processing 1 medical-image-computing 1 medical-image-analysis 1 lesion-detection 1 focal-loss 1 detr 1 deep-learning-framework 1 computer-vision-algorithms 1 br35h-brain-tumor-detection-2020 1 small-object-detection 1 scannet 1 robotics 1 pruning 1 matterport3d 1 efficient-networks 1