Neural Medial Axis Approximation of Point Clouds for 3D Tree Skeletonization
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Jan 13, 2026 - Python
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sparse-convolution
Here are 17 public repositories matching this topic...
[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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Dec 19, 2025 - Python
TSC-PCAC: Voxel Transformer and Sparse Convolution Based Point Cloud Attribute Compression for 3D Broadcasting
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Dec 14, 2025 - Python
[CVPR24] MaGGIe: Mask Guided Gradual Human Instance Matting
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Dec 26, 2024 - Python
ISBNet: a 3D Point Cloud Instance Segmentation Network with Instance-aware Sampling and Box-aware Dynamic Convolution (CVPR 2023)
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Nov 12, 2024 - 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
[NeurIPS 2022, T-PAMI 2023] Efficient Spatially Sparse Inference for Conditional GANs and Diffusion Models
acceleration image-editing sparse gans conditional-gan sparse-convolution conditional-gans diffusion-models gaugan ddpm ddim progressive-distillation
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Mar 18, 2024 - Python
Minkowski Engine is an auto-diff neural network library for high-dimensional sparse tensors
computer-vision deep-learning neural-network cuda high-dimensional-data pytorch convolutional-neural-networks auto-differentiation semantic-segmentation space-time spatio-temporal-analysis 3d-vision 3d-convolutional-network sparse-tensors sparse-convolution high-dimensional-inference trilateral-filter 4d-convolutional-neural-network minkowski-engine sparse-tensor-network
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Mar 5, 2024 - Python
[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"
ssl deep-learning convnet cnn pytorch convolutional-neural-networks object-detection bert iclr mae instance-segmentation mask-rcnn sparse-convolution self-supervised-learning pre-trained-model pretrain pretraining masked-autoencoder masked-image-modeling iclr2023
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Jan 23, 2024 - 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
[IROS 2020] Indoor Scene Recognition in 3D
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Jul 6, 2023 - Python
Focal Sparse Convolutional Networks for 3D Object Detection (CVPR 2022, Oral)
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Jun 1, 2023 - Python
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
Open Source Project for 3D Semantic Segmentation
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Jan 29, 2023 - Python
An implementation of Sparse Layers in TensorFlow 2. x.
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Sep 12, 2021 - Python
Sparse ConvLSTM for Point Cloud Semantic Segmentation
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Jun 8, 2021 - Python
Unofficial PyTorch implementation of the paper: "CenterNet3D: An Anchor free Object Detector for Autonomous Driving"
voxel lidar object-detection voxelnet sparse-convolution 3d-object-detection centernet centernet3d spconv
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Aug 20, 2020 - Python
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