Disentangling and Mitigating the Impact of Task Similarity for Continual Learning

30 May 2024

Papers citing "Disentangling and Mitigating the Impact of Task Similarity for Continual Learning"

5 / 5 papers shown

Title
Autoencoder-Based Hybrid Replay for Class-Incremental Learning M. Nori Il Kim Guanghui Wang CLL 37 0 0 09 May 2025
Better Rates for Random Task Orderings in Continual Linear Models Itay Evron Ran Levinstein Matan Schliserman Uri Sherman Tomer Koren Daniel Soudry Nathan Srebro CLL 28 0 0 06 Apr 2025
The Joint Effect of Task Similarity and Overparameterization on Catastrophic Forgetting -- An Analytical Model Daniel Goldfarb Itay Evron Nir Weinberger Daniel Soudry Paul Hand 26 11 0 23 Jan 2024
Sub-network Discovery and Soft-masking for Continual Learning of Mixed Tasks Zixuan Ke Bing Liu Wenhan Xiong Asli Celikyilmaz Haoran Li CLL 21 5 0 13 Oct 2023
Beyond Not-Forgetting: Continual Learning with Backward Knowledge Transfer Sen Lin Li Yang Deliang Fan Junshan Zhang CLL 106 41 0 01 Nov 2022