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Primal Dual Continual Learning: Balancing Stability and Plasticity
  through Adaptive Memory Allocation

Primal Dual Continual Learning: Balancing Stability and Plasticity through Adaptive Memory Allocation

29 September 2023
Juan Elenter
Navid Naderializadeh
Tara Javidi
Alejandro Ribeiro
    CLL
ArXivPDFHTML

Papers citing "Primal Dual Continual Learning: Balancing Stability and Plasticity through Adaptive Memory Allocation"

8 / 8 papers shown
Title
LoRanPAC: Low-rank Random Features and Pre-trained Models for Bridging Theory and Practice in Continual Learning
LoRanPAC: Low-rank Random Features and Pre-trained Models for Bridging Theory and Practice in Continual Learning
Liangzu Peng
Juan Elenter
Joshua Agterberg
Alejandro Ribeiro
René Vidal
VLM
CLL
46
1
0
01 Oct 2024
The Ideal Continual Learner: An Agent That Never Forgets
The Ideal Continual Learner: An Agent That Never Forgets
Liangzu Peng
Paris V. Giampouras
René Vidal
CLL
108
26
0
29 Apr 2023
Continual Training of Language Models for Few-Shot Learning
Continual Training of Language Models for Few-Shot Learning
Zixuan Ke
Haowei Lin
Yijia Shao
Hu Xu
Lei Shu
Bin Liu
KELM
BDL
CLL
87
34
0
11 Oct 2022
How Relevant is Selective Memory Population in Lifelong Language
  Learning?
How Relevant is Selective Memory Population in Lifelong Language Learning?
Vladimir Araujo
Helena Balabin
J. Hurtado
Alvaro Soto
Marie-Francine Moens
CLL
KELM
32
7
0
03 Oct 2022
Active Learning on a Budget: Opposite Strategies Suit High and Low
  Budgets
Active Learning on a Budget: Opposite Strategies Suit High and Low Budgets
Guy Hacohen
Avihu Dekel
D. Weinshall
124
116
0
06 Feb 2022
MedMNIST v2 -- A large-scale lightweight benchmark for 2D and 3D
  biomedical image classification
MedMNIST v2 -- A large-scale lightweight benchmark for 2D and 3D biomedical image classification
Jiancheng Yang
Rui Shi
D. Wei
Zequan Liu
Lin Zhao
B. Ke
Hanspeter Pfister
Bingbing Ni
VLM
183
648
0
27 Oct 2021
Deep Active Learning by Leveraging Training Dynamics
Deep Active Learning by Leveraging Training Dynamics
Haonan Wang
Wei Huang
Ziwei Wu
A. Margenot
Hanghang Tong
Jingrui He
AI4CE
27
33
0
16 Oct 2021
Deep Reinforcement Learning for Autonomous Driving: A Survey
Deep Reinforcement Learning for Autonomous Driving: A Survey
B. R. Kiran
Ibrahim Sobh
V. Talpaert
Patrick Mannion
A. A. Sallab
S. Yogamani
P. Pérez
165
1,632
0
02 Feb 2020
1