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sparse-convolution

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NVIDIA / MinkowskiEngine

Star 2.5k

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
  • Updated Mar 5, 2024
  • Python
SparK

keyu-tian / SparK

Star 1.5k

[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
  • Updated Jan 23, 2024
  • Python

mkang315 / PK-YOLO

Star 4

[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
  • Updated Nov 20, 2024
  • Python

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