Starred repositories
This is the formal code implementation of the CVPR 2022 paper 'Federated Class Incremental Learning'.
Matplotlib style sheets to nicely format figures for scientific papers, thesis and presentations while keeping them fully editable in Adobe Illustrator.
AFEC: Active Forgetting of Negative Transfer in Continual Learning (NeurIPS 2021)
🤖 Machine Learning Summer School deadlines
laweissman / SummerML
Forked from awesome-mlss/awesome-mlssList of summer schools in machine learning + related fields across the globe
Code for ICLR 2023 Paper Better Generative Replay for Continual Federated Learning
Federated Learning with New Knowledge -- explore to incorporate various new knowledge into existing FL systems and evolve these systems to reduce costs, extend their lifespan, and facilitate sustai…
This is the code for "TARGET: Federated Class-Continual Learning via Exemplar-Free Distillation" (ICCV 2023)
Continual learning baselines and strategies from popular papers, using Avalanche. We include EWC, SI, GEM, AGEM, LwF, iCarl, GDumb, and other strategies.
Experiments for understanding disentanglement in VAE latent representations
PyTorch implementation of: D. Shenaj, M. Toldo, A. Rigon and P. Zanuttigh, “Asynchronous Federated Continual Learning”, CVPR 2023 Workshop on Federated Learning for Computer Vision (FedVision).
Communication-efficient federated continual learning
This is an official Tensorflow-2 implementation of Federated Continual Learning with Inter-Client Weighted Transfer
SCAFFOLD and FedAvg implementation
Personalized federated learning codebase for research
Travel Grants for attending International Conferences related to Computer Science
🧠💬 Articles I wrote about machine learning, archived from MachineCurve.com.
[NeurIPS'22 Spotlight] Federated Learning from Pre-Trained Models: A Contrastive Learning Approach
Repo to reproduce results for Where to Begin? On the Impact of Pre-Training and Initialization in Federated Learning
Material workbench for the master-level course CS-E4740 "Federated Learning"
Machine learning lessons and teaching projects designed for engineers
Jupyter Notebook tutorials for ECE 046211 Deep Learning course at the Technion