Apr 30, 2022 · We study the efficacy of pre-trained vision models as a foundation for downstream continual learning (CL) scenarios.
scholar.google.com › citations
Latent replay methods propose to store or generate activations from intermediate layer(s) of a neural network, which are then replayed at the same intermediate ...
Missing: Foundational | Show results with:Foundational
This study studies the efficacy of pre-trained vision models as a foundation for downstream continual learning (CL) scenarios, and shows how transfer, ...
Missing: Foundational | Show results with:Foundational
Duration: 11:52
Posted: Oct 25, 2022
Posted: Oct 25, 2022
2021. Foundational Models for Continual Learning: An Empirical Study of Latent Replay. O Ostapenko, T Lesort, P Rodríguez, MR Arefin, A Douillard, I Rish ...
In this section we collect all the papers introducing a continual learning strategy employing some generative replay methods. Foundational Models for Continual ...
Foundational Models for Continual Learning: An Empirical Study of Latent Replay · Effects of Model and Prior Learning Scale on Catastrophic Forgetting · Don't ...
Motivated by this, we study the efficacy of pre-trained vision models as a foundation for downstream continual learning (CL) scenarios. Our goal is twofold.
Feb 26, 2024 · O. Ostapenko et al., “Foundational models for continual learning: An empirical study of latent replay,” in Proc. Conf. Lifelong Learn. Agents, ...
Foundational Models for Continual Learning: An Empirical Study of Latent Replay · pdf icon · hmtl icon · Oleksiy Ostapenko, Timothée Lesort, Pau Rodríguez, Md ...