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Editors: Siddharth Swaroop, Martin Mundt, Rahaf Aljundi, Mohammad Emtiyaz Khan
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Adaptive Hyperparameter Optimization for Continual Learning Scenarios
; Proceedings of the 1st ContinualAI Unconference, 2023, PMLR 249:1-14
AdaCL: Adaptive Continual Learning
Elif Ceren Gok Yildirim, Murat Onur Yildirim, Mert Kilickaya, Joaquin Vanschoren; Proceedings of the 1st ContinualAI Unconference, 2023, PMLR 249:15-24
CD-IMM: The Benefits of Domain-based Mixture Models in Bayesian Continual Learning
Daniele Castellana, Antonio Carta, Davide Bacciu; Proceedings of the 1st ContinualAI Unconference, 2023, PMLR 249:25-36
Two Complementary Perspectives to Continual Learning: Ask Not Only What to Optimize, But Also How
Timm Hess, Tinne Tuytelaars, Gido M van de Ven; Proceedings of the 1st ContinualAI Unconference, 2023, PMLR 249:37-61
Implicit Neural Representation as vectorizer for classification task applied to diverse data structures
Thibault Malherbe; Proceedings of the 1st ContinualAI Unconference, 2023, PMLR 249:62-76
Examining Changes in Internal Representations of Continual Learning Models Through Tensor Decomposition
Nishant Suresh Aswani, Amira Guesmi, Muhammad Abdullah Hanif, Muhammad Shafique; Proceedings of the 1st ContinualAI Unconference, 2023, PMLR 249:62-82
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