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On the Diminishing Returns of Width for Continual Learning

On the Diminishing Returns of Width for Continual Learning

11 March 2024
E. Guha
V. Lakshman
    CLL
ArXivPDFHTML

Papers citing "On the Diminishing Returns of Width for Continual Learning"

6 / 6 papers shown
Title
Rethinking Traffic Flow Forecasting: From Transition to Generatation
Rethinking Traffic Flow Forecasting: From Transition to Generatation
Li Shijiao
Ma Zhipeng
He Huajun
Chen Haiyue
AI4TS
26
0
0
19 Apr 2025
Efficient Continual Learning through Frequency Decomposition and Integration
Efficient Continual Learning through Frequency Decomposition and Integration
Ruiqi Liu
Boyu Diao
Libo Huang
Hangda Liu
Chuanguang Yang
Zhulin An
Yongjun Xu
CLL
37
0
0
28 Mar 2025
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
Theoretical Insights into Overparameterized Models in Multi-Task and Replay-Based Continual Learning
Theoretical Insights into Overparameterized Models in Multi-Task and Replay-Based Continual Learning
Mohammadamin Banayeeanzade
Mahdi Soltanolkotabi
Mohammad Rostami
CLL
LRM
103
1
0
29 Aug 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
110
26
0
29 Apr 2023
Architecture Matters in Continual Learning
Architecture Matters in Continual Learning
Seyed Iman Mirzadeh
Arslan Chaudhry
Dong Yin
Timothy Nguyen
Razvan Pascanu
Dilan Görür
Mehrdad Farajtabar
OOD
KELM
116
58
0
01 Feb 2022
1