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An Empirical Analysis of Forgetting in Pre-trained Models with
  Incremental Low-Rank Updates

An Empirical Analysis of Forgetting in Pre-trained Models with Incremental Low-Rank Updates

28 May 2024
Albin Soutif--Cormerais
Simone Magistri
J. Weijer
Andew D. Bagdanov
ArXivPDFHTML

Papers citing "An Empirical Analysis of Forgetting in Pre-trained Models with Incremental Low-Rank Updates"

5 / 5 papers shown
Title
Elastic Feature Consolidation for Cold Start Exemplar-Free Incremental
  Learning
Elastic Feature Consolidation for Cold Start Exemplar-Free Incremental Learning
Simone Magistri
Tomaso Trinci
Albin Soutif--Cormerais
J. Weijer
Andrew D. Bagdanov
24
18
0
06 Feb 2024
Continual Learning with Low Rank Adaptation
Continual Learning with Low Rank Adaptation
Martin Wistuba
Prabhu Teja Sivaprasad
Lukas Balles
Giovanni Zappella
CLL
26
10
0
29 Nov 2023
Task Arithmetic with LoRA for Continual Learning
Task Arithmetic with LoRA for Continual Learning
Rajas Chitale
Ankit Vaidya
Aditya Kane
Archana Ghotkar
29
13
0
04 Nov 2023
First Session Adaptation: A Strong Replay-Free Baseline for
  Class-Incremental Learning
First Session Adaptation: A Strong Replay-Free Baseline for Class-Incremental Learning
A. Panos
Yuriko Kobe
Daniel Olmeda Reino
Rahaf Aljundi
Richard E. Turner
CLL
93
42
0
23 Mar 2023
TRGP: Trust Region Gradient Projection for Continual Learning
TRGP: Trust Region Gradient Projection for Continual Learning
Sen Lin
Li Yang
Deliang Fan
Junshan Zhang
CLL
78
72
0
07 Feb 2022
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