Projects in Awesome Lists tagged with task-incremental-learning

A curated list of projects in awesome lists tagged with task-incremental-learning .

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https://github.com/GMvandeVen/continual-learning

PyTorch implementation of various methods for continual learning (XdG, EWC, SI, LwF, FROMP, DGR, BI-R, ER, A-GEM, iCaRL, Generative Classifier) in three different scenarios.

artificial-neural-networks class-incremental-learning continual-learning deep-learning distillation domain-incremental-learning elastic-weight-consolidation generative-models gradient-episodic-memory icarl incremental-learning lifelong-learning replay replay-through-feedback task-incremental-learning variational-autoencoder

Last synced: 01 May 2025

https://github.com/gmvandeven/continual-learning

PyTorch implementation of various methods for continual learning (XdG, EWC, SI, LwF, FROMP, DGR, BI-R, ER, A-GEM, iCaRL, Generative Classifier) in three different scenarios.

artificial-neural-networks class-incremental-learning continual-learning deep-learning distillation domain-incremental-learning elastic-weight-consolidation generative-models gradient-episodic-memory icarl incremental-learning lifelong-learning replay replay-through-feedback task-incremental-learning variational-autoencoder

Last synced: 14 May 2025

https://github.com/mmasana/ternaryfeaturemasks

Implementation of "Ternary Feature Masks: zero-forgetting for task-incremental learning"

computer-vision continual-learning machine-learning task-incremental-learning zero-forgetting

Last synced: 05 Feb 2026