Mattdl

CLsurvey

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.

ContinualPrototypeEvolution

Codebase for Continual Prototype Evolution (CoPE) to attain perpetually representative prototypes for online and non-stationary datastreams. Includes implementation of the Pseudo-Prototypical Proxy (PPP) loss.

RehearsalRevealed

Official codebase of the "Rehearsal revealed:The limits and merits of revisiting samples in continual learning" paper.

ContinualEvaluation

[Spotlight ICLR 2023 paper] Continual evaluation for lifelong learning with neural networks, identifying the stability gap.

DUA

Source code "Unsupervised Model Personalization while Preserving Privacy and Scalability: An Open Problem." @ CVPR2020

hackjunction_chatbot

avalanche-1

Avalanche: a End-to-End Library for Continual Learning.

continual_world

distributed_uno

jaicf-jaicp-caila-template

mattdl.github.io

Professional Portfolio.

vissl

VISSL is FAIR's library of extensible, modular and scalable components for SOTA Self-Supervised Learning with images.