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Milad Khademi Nori's Projects

atomo icon atomo

Atomo: Communication-efficient Learning via Atomic Sparsification

class-incremental-learning icon class-incremental-learning

PyTorch implementation of a VAE-based generative classifier, as well as other class-incremental learning methods that do not store data (DGR, BI-R, EWC, SI, CWR, CWR+, AR1, the "labels trick", SLDA).

continual-learning icon continual-learning

PyTorch implementation of various methods for continual learning (XdG, EWC, online EWC, SI, LwF, GR, GR+distill, RtF, ER, A-GEM, iCaRL).

deep_slda icon deep_slda

PyTorch implementation of the Deep SLDA method from our CVPRW-2020 paper "Lifelong Machine Learning with Deep Streaming Linear Discriminant Analysis"

fedweit icon fedweit

This is an official Tensorflow-2 implementation of Federated Continual Learning with Inter-Client Weighted Transfer

incubator-mxnet icon incubator-mxnet

Lightweight, Portable, Flexible Distributed/Mobile Deep Learning with Dynamic, Mutation-aware Dataflow Dep Scheduler; for Python, R, Julia, Scala, Go, Javascript and more

p2p-chat icon p2p-chat

Peer-to-peer Chat Application written in Java. This application uses the hybrid model to retrieve a list of available peers.

picai_labels icon picai_labels

Annotations for the PI-CAI Challenge: Public Training and Development Dataset

python icon python

All Algorithms implemented in Python

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