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cs.LG2023
Find the Lady: Permutation and Re-Synchronization of Deep Neural Networks
Carl De Sousa Trias, Mihai Petru Mitrea, Attilio Fiandrotti +3
Deep neural networks are characterized by multiple symmetrical, equi-loss solutions that are redundant. Thus, the order of neurons in a layer and feature maps can be given arbitrar…
cs.LG2023
Weighted Ensemble Models Are Strong Continual Learners
Imad Eddine Marouf, Subhankar Roy, Enzo Tartaglione +1
In this work, we study the problem of continual learning (CL) where the goal is to learn a model on a sequence of tasks, such that the data from the previous tasks becomes unavaila…