sparse-convolution topic

Minkowski Engine is an auto-diff neural network library for high-dimensional sparse tensors

NVIDIA

Caffe for Sparse and Low-rank Deep Neural Networks

wenwei202

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

dvlab-research

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

maudzung

[IROS 2020] Indoor Scene Recognition in 3D

prs-eth

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

lmxyy

[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...

keyu-tian

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

xuxw98

Dynamic Frame Interpolation in Wavelet Domain (TIP 2023)

ltkong218

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

VinAIResearch