Overcoming Catastrophic

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

Features

Continual Learning Frameworks - Implementation of elastic weight consolidation for neural networks.

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

Code for PackNet: Adding Multiple Tasks to a Single Network by Iterative Pruning

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

Code for PackNet: Adding Multiple Tasks to a Single Network by Iterative Pruning

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