Efficient convolution for sparse data on FPGAs
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Aug 4, 2026 - Python
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sparse-convolution
Here are 27 public repositories matching this topic...
An implementation of Sparse Layers in TensorFlow 2. x.
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Sep 12, 2021 - Python
Lidar Bridge Classification
deep-learning pytorch weak-supervision bridge lidar point-cloud-segmentation sparse-convolution flood-inundation-mapping usgs-3dep
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Jul 31, 2026 - Jupyter Notebook
This repository is a Pytorch porting of the Escoin-caffe Sparse Convolution implementation.
cuda pytorch pruning convolutional-neural-networks sparse-matrix sparse-convolution gpu-pruning sparse-kernel escoin
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Apr 1, 2023 - Python
Lidar Bridge Classification
deep-learning pytorch weak-supervision bridge lidar point-cloud-segmentation sparse-convolution flood-inundation-mapping usgs-3dep
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Sep 3, 2026 - Python
Dynamic Frame Interpolation in Wavelet Domain (TIP 2023)
video deep-learning efficiency pytorch optical-flow wavelet high-resolution slow-motion annimation frame-interpolation sparse-convolution flops dynamic-neural-network
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Sep 23, 2023 - Python
TSC-PCAC: Voxel Transformer and Sparse Convolution Based Point Cloud Attribute Compression for 3D Broadcasting
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Dec 14, 2025 - Python
3D Shape Completion using EDM Diffusion on Sparse Signed Distance Fields.
computer-vision deep-learning signed-distance-field 3d shape-completion sparse-convolution diffusion-models generative-ai
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May 19, 2026 - Python
NVIDIA/MinkowskiEngine ported to torch 2.11 / CUDA 12.8 / CCCL 2.x: builds and runs on sm_89 + sm_120 (Blackwell), 48 errors to 0
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Sep 14, 2026 - Python
Open Source Project for 3D Semantic Segmentation
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Jan 29, 2023 - Python
A fast MATLAB toolbox for N-dimensional sparse arrays.
matlab convolution tensor matlab-toolbox sparse-representations ndimensional-arrays sparse-convolution sparse-outer-product sparse-ndimensional-arrays ndimensional-convolution
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Jan 25, 2025 - MATLAB
spconv-Triton is a fast sparse convolution library with full operator support (SubM conv, Conv3D, Transposed Conv, Pooling). It is hardware-agnostic and runs on GPUs supporting Triton.
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Jul 20, 2026 - Python
Fork of NVIDIA MinkowskiEngine modernized for CUDA 12.8+/Blackwell (RTX 50-series), NumPy 2.0, PyTorch 2.x prebuilt wheels, fp16/bf16 autocast, fused gather/scatter. Best-effort, no support commitment.
point-cloud pytorch semantic-segmentation 3d-deep-learning sparse-convolution minkowski-engine sparse-tensor blackwell rtx-5090 cuda-128
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Sep 15, 2026 - Python
Sparse ConvLSTM for Point Cloud Semantic Segmentation
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Jun 8, 2021 - Python
Neural Medial Axis Approximation of Point Clouds for 3D Tree Skeletonization
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Jan 13, 2026 - Python
Lidar Bridge Classification
deep-learning pytorch weak-supervision bridge lidar point-cloud-segmentation sparse-convolution flood-inundation-mapping usgs-3dep
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Sep 18, 2026 - Python
[CVPR24] MaGGIe: Mask Guided Gradual Human Instance Matting
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Dec 26, 2024 - Python
[WACV'25] Official implementation of "PK-YOLO: Pretrained Knowledge Guided YOLO for Brain Tumor Detection in Multiplane MRI Slices".
deep-neural-networks yolo object-detection pretrained-models medical-image-computing medical-image-processing computer-vision-algorithms deep-learning-framework medical-image-analysis focal-loss sparse-convolution self-supervised-learning mri-brain multiplane-images lesion-detection pretraining masked-autoencoder detr masked-image-modeling br35h-brain-tumor-detection-2020
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Sep 22, 2026 - Python
[ECCV 2024] 3D Small Object Detection with Dynamic Spatial Pruning
robotics point-cloud pruning object-detection point-clouds scannet sparse-convolution 3d-object-detection small-object-detection efficient-networks matterport3d 3d-scene-understanding dynamic-neural-network eccv2024
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Aug 19, 2024 - Python
[IROS 2020] Indoor Scene Recognition in 3D
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Jul 6, 2023 - Python
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