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✨ [AAAI 2025] Queryable Prototype Multiple Instance Learning with Vision-Language Models for Incremental Whole Slide Image Classification

HOUDINI: Lifelong Learning as Program Synthesis

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ContinualAI Wiki: a collaborative wiki on Continual/Lifelong Machine Learning

The code repository for "A Model or 603 Exemplars: Towards Memory-Efficient Class-Incremental Learning" (ICLR'23) in PyTorch

1'st Place approach for CVPR 2020 Continual Learning Challenge

Pre-training and Lifelong learning for User Embedding and Recommender System

Model Zoos for Continual Learning (ICLR 22)

Codes for the paper: "Continual Learning for Text Classification with Information Disentanglement Based Regularization"

Code for "Generalisation Guarantees for Continual Learning with Orthogonal Gradient Descent" (ICML 2020 - Lifelong Learning Workshop)