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Neural Backed Decision Trees ⭐ 445

Making decision trees competitive with neural networks on CIFAR10, CIFAR100, TinyImagenet200, Imagenet

Clsurvey ⭐ 61

Continual Hyperparameter Selection Framework. Compares 11 state-of-the-art Lifelong Learning methods and 4 baselines. Official Codebase of "A continual learning survey: Defying forgetting in classification tasks." in IEEE TPAMI.

Tiny Imagenet ⭐ 33

Image classification on Tiny ImageNet

Tiny Imagenet 200 ⭐ 22

🔬 Some personal research code on analyzing CNNs. Started with a thorough exploration of Stanford's Tiny-Imagenet-200 dataset.

Pytorch Fgvc Dataset ⭐ 13

PyTorch custom dataset APIs -- CUB-200-2011, Stanford Dogs, Stanford Cars, FGVC Aircraft, NABirds, Tiny ImageNet, iNaturalist2017

Gsoc Tensorflow 2019 ⭐ 12

Google Summer of Code 2019 with TensorFlow: Final Work Product

Mobilenetv3 ⭐ 9

An implementation of MobileNetV3 with pyTorch

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

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Python Tiny Imagenet (11)

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