The Joint Effect of Task Similarity and Overparameterization on Catastrophic Forgetting -- An Analytical Model

23 January 2024

Papers citing "The Joint Effect of Task Similarity and Overparameterization on Catastrophic Forgetting -- An Analytical Model"

3 / 3 papers shown

Title
Unlocking the Power of Function Vectors for Characterizing and Mitigating Catastrophic Forgetting in Continual Instruction Tuning Gangwei Jiang Caigao Jiang Zhaoyi Li Siqiao Xue Jun-ping Zhou Linqi Song Defu Lian Yin Wei CLL MU 53 0 0 16 Feb 2025
Theoretical Insights into Overparameterized Models in Multi-Task and Replay-Based Continual Learning Mohammadamin Banayeeanzade Mahdi Soltanolkotabi Mohammad Rostami CLL LRM 46 1 0 29 Aug 2024
Disentangling and Mitigating the Impact of Task Similarity for Continual Learning Naoki Hiratani CLL 35 2 0 30 May 2024