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a99-team-27

Team 27 Final Project

agem

Copy of the Official implementation of the Averaged Gradient Episodic Memory (A-GEM) in Tensorflow, upddated for class hw

dementia_vit

Image classification model for Alzheimer/Dementia brain scans using a Vision Transformer (ViT) fine-tuned on the ImageNet-21k dataset and implemented with PyTorch tools.

example-code

In-class examples.

football_object_detection

lisa

LISA for ICML 2022 with ResNet18 capabilities added

maml

Code for "Model-Agnostic Meta-Learning for Fast Adaptation of Deep Networks" w COMP 590.183 HW edits.

pytorch-pcgrad

Pytorch reimplementation for "Gradient Surgery for Multi-Task Learning"

surgical-finetuning

Code for "Surgical Fine-Tuning Improves Adaptation to Distribution Shifts" published at ICLR 2023, modified for hw assignment to

tdf_rider_detection

underclassmen-cs-internships