Information-theoretic Online Memory Selection for Continual Learning

Information-theoretic Online Memory Selection for Continual Learning

10 April 2022

Daniele Calandriello

Michalis K. Titsias

Papers citing "Information-theoretic Online Memory Selection for Continual Learning"

6 / 6 papers shown

Title
Improvements of Dark Experience Replay and Reservoir Sampling towards Better Balance between Consolidation and Plasticity Taisuke Kobayashi CLL 34 0 0 29 Apr 2025
Bridging Neuroscience and AI: Environmental Enrichment as a Model for Forward Knowledge Transfer Rajat Saxena Bruce L. McNaughton CLL 53 2 0 12 May 2024
Streaming Active Learning with Deep Neural Networks Akanksha Saran Safoora Yousefi A. Krishnamurthy John Langford Jordan T. Ash 32 15 0 05 Mar 2023
Task-Free Continual Learning via Online Discrepancy Distance Learning Fei Ye A. Bors CLL 19 28 0 12 Oct 2022
Optimizing Class Distribution in Memory for Multi-Label Online Continual Learning Yanyan Liang Wu-Jun Li CLL 16 8 0 23 Sep 2022
Unifying Approaches in Active Learning and Active Sampling via Fisher Information and Information-Theoretic Quantities Andreas Kirsch Y. Gal FedML 22 21 0 01 Aug 2022