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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

Related Topics
object-detection 4 semantic-segmentation 3 3d-object-detection 3 deep-learning 3 acceleration 2 pytorch 2 masked-image-modeling 2 point-clouds 2 deep-neural-networks 2 masked-autoencoder 2 pretraining 2 point-cloud 2 self-supervised-learning 2 convolutional-neural-networks 2 spconv 2 sparse 2 computer-vision 2 pointcloud 2 ddpm 1 diffusion-models 1 gans 1 ddim 1 gaugan 1 image-editing 1 progressive-distillation 1 conditional-gans 1 conditional-gan 1 video-matting 1 progressive-refinement 1 matting 1 mask-guided 1 image-matting 1 tensorflow2 1 sparse-dense 1 sparse-connectivity 1 dynamic-convolution 1 cvpr2023 1 3d-point-clouds 1 3d-instance-segmentation 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 trilateral-filter 1 spatio-temporal-analysis 1 sparse-tensors 1 sparse-tensor-network 1 space-time 1 neural-network 1 minkowski-engine 1 high-dimensional-inference 1 high-dimensional-data 1 cuda 1 auto-differentiation 1 4d-convolutional-neural-network 1 3d-vision 1 3d-convolutional-network 1 scene-recognition 1 3dvision 1 small-object-detection 1 ndimensional-arrays 1 matlab-toolbox 1 matlab 1 convolution 1 sparsity 1 low-rank-approximation 1 compression 1 caffe 1 structure 1 skeletonization 1 skeleton 1 point 1 cloud 1 3d 1 python3 1 lstm 1 voxelnet 1 voxel 1 lidar 1 centernet3d 1 centernet 1 nuscenes 1 kitti 1 autonomous-driving 1 waymo 1 transformer 1 scannet 1 robotics 1 pruning 1 matterport3d 1 efficient-networks 1 eccv2024 1 dynamic-neural-network 1