Projects in Awesome Lists tagged with sparse-convolution
A curated list of projects in awesome lists tagged with sparse-convolution .
https://github.com/nvidia/minkowskiengine
Minkowski Engine is an auto-diff neural network library for high-dimensional sparse tensors
3d-convolutional-network 3d-vision 4d-convolutional-neural-network auto-differentiation computer-vision convolutional-neural-networks cuda deep-learning high-dimensional-data high-dimensional-inference minkowski-engine neural-network pytorch semantic-segmentation space-time sparse-convolution sparse-tensor-network sparse-tensors spatio-temporal-analysis trilateral-filter
Last synced: 14 May 2025
https://nvidia.github.io/MinkowskiEngine/
Minkowski Engine is an auto-diff neural network library for high-dimensional sparse tensors
3d-convolutional-network 3d-vision 4d-convolutional-neural-network auto-differentiation computer-vision convolutional-neural-networks cuda deep-learning high-dimensional-data high-dimensional-inference minkowski-engine neural-network pytorch semantic-segmentation space-time sparse-convolution sparse-tensor-network sparse-tensors spatio-temporal-analysis trilateral-filter
Last synced: 08 May 2025
https://github.com/NVIDIA/MinkowskiEngine
Minkowski Engine is an auto-diff neural network library for high-dimensional sparse tensors
3d-convolutional-network 3d-vision 4d-convolutional-neural-network auto-differentiation computer-vision convolutional-neural-networks cuda deep-learning high-dimensional-data high-dimensional-inference minkowski-engine neural-network pytorch semantic-segmentation space-time sparse-convolution sparse-tensor-network sparse-tensors spatio-temporal-analysis trilateral-filter
Last synced: 20 Mar 2025
https://github.com/keyu-tian/SparK
[ICLR'23 Spotlightš„] The first successful BERT/MAE-style pretraining on any convolutional network; Pytorch impl. of "Designing BERT for Convolutional Networks: Sparse and Hierarchical Masked Modeling"
bert cnn convnet convolutional-neural-networks deep-learning iclr iclr2023 instance-segmentation mae mask-rcnn masked-autoencoder masked-image-modeling object-detection pre-trained-model pretrain pretraining pytorch self-supervised-learning sparse-convolution ssl
Last synced: 20 Mar 2025
https://github.com/keyu-tian/spark
[ICLR'23 Spotlightš„] The first successful BERT/MAE-style pretraining on any convolutional network; Pytorch impl. of "Designing BERT for Convolutional Networks: Sparse and Hierarchical Masked Modeling"
bert cnn convnet convolutional-neural-networks deep-learning iclr iclr2023 instance-segmentation mae mask-rcnn masked-autoencoder masked-image-modeling object-detection pre-trained-model pretrain pretraining pytorch self-supervised-learning sparse-convolution ssl
Last synced: 16 May 2025
https://github.com/wenwei202/caffe
Caffe for Sparse and Low-rank Deep Neural Networks
acceleration caffe compression deep-neural-networks low-rank-approximation sparse-convolution sparsity
Last synced: 15 Mar 2025
https://github.com/dvlab-research/FocalsConv
Focal Sparse Convolutional Networks for 3D Object Detection (CVPR 2022, Oral)
3d-object-detection autonomous-driving kitti nuscenes sparse-convolution
Last synced: 20 Mar 2025
https://github.com/lmxyy/sige
[NeurIPS 2022, T-PAMI 2023] Efficient Spatially Sparse Inference for Conditional GANs and Diffusion Models
acceleration conditional-gan conditional-gans ddim ddpm diffusion-models gans gaugan image-editing progressive-distillation sparse sparse-convolution
Last synced: 16 Jun 2025
https://github.com/xuxw98/DSPDet3D
[ECCV 2024] 3D Small Object Detection with Dynamic Spatial Pruning
3d-object-detection 3d-scene-understanding dynamic-neural-network eccv2024 efficient-networks matterport3d object-detection point-cloud point-clouds pruning robotics scannet small-object-detection sparse-convolution
Last synced: 20 Mar 2025
https://github.com/maudzung/centernet3d-pytorch
Unofficial PyTorch implementation of the paper: "CenterNet3D: An Anchor free Object Detector for Autonomous Driving"
3d-object-detection centernet centernet3d lidar object-detection sparse-convolution spconv voxel voxelnet
Last synced: 20 Nov 2024
https://github.com/maudzung/CenterNet3D-PyTorch
Unofficial PyTorch implementation of the paper: "CenterNet3D: An Anchor free Object Detector for Autonomous Driving"
3d-object-detection centernet centernet3d lidar object-detection sparse-convolution spconv voxel voxelnet
Last synced: 20 Mar 2025
https://github.com/prs-eth/scene-recognition-in-3d
[IROS, 2020] Indoor Scene Recognition in 3D
3dvision computer-vision scene-recognition sparse-convolution
Last synced: 10 Apr 2025
https://github.com/hmchuong/maggie
[CVPR24] MaGGIe: Mask Guided Gradual Human Instance Matting
image-matting mask-guided matting progressive-refinement sparse-convolution video-matting
Last synced: 14 May 2025
https://github.com/aryaaftab/sparselayer-tensorflow
An implementation of Sparse Layers in TensorFlow 2. x.
deep-learning sparse sparse-connectivity sparse-convolution sparse-dense tensorflow2
Last synced: 11 Feb 2025
