Agem

Official implementation of the Averaged Gradient Episodic Memory (A-GEM) in Tensorflow

Features

Continual Learning Frameworks - Efficient lifelong learning using averaged gradient episodic memory.

Official implementation of "On the Effectiveness of Lipschitz-Driven Rehearsal in Continual Learning"

An Extendible (General) Continual Learning Framework based on Pytorch - official codebase of Dark Experience for General Continual Learning

Implementation of "Overcoming catastrophic forgetting in neural networks" in Tensorflow

Code implementation for "Continual Semi-Supervised Learning through Contrastive Interpolation Consistency"

Official implementation of "On the Effectiveness of Lipschitz-Driven Rehearsal in Continual Learning"

An Extendible (General) Continual Learning Framework based on Pytorch - official codebase of Dark Experience for General Continual Learning

Implementation of "Overcoming catastrophic forgetting in neural networks" in Tensorflow

Code implementation for "Continual Semi-Supervised Learning through Contrastive Interpolation Consistency"