sparse-convolution

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

#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...

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

Caffe for Sparse and Low-rank Deep Neural Networks

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

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

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

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

[CVPR24] MaGGIe: Mask Guided Gradual Human Instance Matting

[IROS 2020] Indoor Scene Recognition in 3D

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

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

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

Open Source Project for 3D Semantic Segmentation

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

Sparse ConvLSTM for Point Cloud Semantic Segmentation

A fast MATLAB toolbox for N-dimensional sparse arrays.

This repository is a Pytorch porting of the Escoin-caffe Sparse Convolution implementation.