cifar-100

El proyecto se centra en la destilación de conocimiento y técnicas de explicabilidad para mejorar el rendimiento de redes neuronales en imágenes naturales.

resnet knowledge-distillation explainable-artificial-intelligence cifar-100

Updated Mar 11, 2024
Python

alvinwan / shiftresnet-cifar

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ResNet with Shift, Depthwise, or Convolutional Operations for CIFAR-100, CIFAR-10 on PyTorch

compression pytorch classification resnet convolutional-neural-networks cifar-10 cifar-100 shift-operation

Updated Mar 7, 2024
Python

wgcban / mix-bt

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Official PyTorch Implementation of Guarding Barlow Twins Against Overfitting with Mixed Samples

imagenet representation-learning knn-classification cifar-10 linear-probing mixup cifar-100 self-supervised-learning stl-10 byol tiny-imagenet simclr contrastive-learning barlow-twins

Updated Jan 19, 2024
Python

Stavroskiig / mlp-cifar-100

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Comparison of MLP, kNN, NC models trained on CIFAR-100.

mlp knn cifar-100 nearest-centroid

Updated Nov 26, 2023
Jupyter Notebook

pressi-g / pytorch-vit

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Vision transformer and CNN implementations for image classification using PyTorch.

cnn pytorch transformer vision mnist vit cifar-10 cifar-100 visiontransformer

Updated Nov 23, 2023
Jupyter Notebook

olegranmo / Plug-and-Play-Collaboration-Between-Specialized-Tsetlin-Machines

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Plug-and-play collaboration between specialized Tsetlin machines

machine-learning collaboration plug-and-play cifar-10 cifar-100 tsetlin-machine

Updated Oct 6, 2023
Python

jinwoolim8180 / fl-baseline

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A PyTorch framework for federated learning. This is a very basic framework.

scaffold cnn mnist resnet mlp cifar-10 fashion-mnist cifar-100 federated-learning fedavg feddyn femnist

Updated Jul 22, 2023
Python

parlaynu / cifar-10-100

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Pytorch based tools for experimenting with the cifar-10 and cifar-100 datasets

python pytorch generators cifar-10 cifar-100

Updated Jul 19, 2023
Python

nthnn / Recognito

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Mini-silly image classifier UI with tensorflow and PyQT5.

tensorflow python3 cifar-100 pyqt5-desktop-application tensorflow2

Updated Jun 24, 2023
Python

microsoft / petridishnn

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Code for the neural architecture search methods contained in the paper Efficient Forward Neural Architecture Search

deep-learning deep-learning-algorithms imagenet image-classification cifar10 automl neural-architecture-search cifar-100

Updated Jun 12, 2023
Python

runnily / forward-thinking

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Training using an alternative approach: forward-thinking

mnist vgg neural-networks svhn cifar-10 cifar-100 resnets forward-thinking

Updated May 9, 2023
Jupyter Notebook

thetechdude124 / SADDLE-POINT-RECRUITMENT-FOR-KNOWLEDGE-DISTILLATION

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ISEF 2023 (TEAM CANADA) PROJECT. Find the complete documentation and code in the README file linked here and below.

machine-learning deep-neural-networks ai canada mnist convolutional-neural-networks team knowledge-distillation isef cifar-100 malaria-detection

Updated Apr 1, 2023
Jupyter Notebook

We implement NNCLR and a novel clustering-based technique for contrastive learning that we call KMCLR. We show that applying a clustering technique to obtain prototype embeddings and using these prototypes to form positive pairs for contrastive loss can achieve performances on par with NNCLR on CIFAR-100 while storing 0.4% of the number of vectors.

clustering k-means cifar-100 self-supervised-learning contrastive-learning nnclr