SparCL: Sparse Continual Learning on the Edge

SparCL: Sparse Continual Learning on the Edge

20 September 2022

Stratis Ioannidis

Jennifer Dy

Papers citing "SparCL: Sparse Continual Learning on the Edge"

7 / 7 papers shown

Title
Mastering Continual Reinforcement Learning through Fine-Grained Sparse Network Allocation and Dormant Neuron Exploration Chengqi Zheng Haiyan Yin Jianda Chen Terence Ng Yew-Soon Ong Ivor Tsang CLL 68 0 0 07 Mar 2025
TinyCL: An Efficient Hardware Architecture for Continual Learning on Autonomous Systems Eugenio Ressa Alberto Marchisio Maurizio Martina Guido Masera Muhammad Shafique 27 0 0 15 Feb 2024
EsaCL: Efficient Continual Learning of Sparse Models Weijieying Ren V. Honavar CLL 15 3 0 11 Jan 2024
PILOT: A Pre-Trained Model-Based Continual Learning Toolbox Hai-Long Sun Da-Wei Zhou Han-Jia Ye De-Chuan Zhan CLL 91 27 0 13 Sep 2023
Cost-effective On-device Continual Learning over Memory Hierarchy with Miro Xinyue Ma Suyeon Jeong Minjia Zhang Di Wang Jonghyun Choi Myeongjae Jeon CLL 11 14 0 11 Aug 2023
Learning without Forgetting for Vision-Language Models Da-Wei Zhou Yuanhan Zhang Jingyi Ning Jingyi Ning De-Chuan Zhan De-Chuan Zhan Ziwei Liu VLM CLL 60 37 0 30 May 2023
Rediscovering Hashed Random Projections for Efficient Quantization of Contextualized Sentence Embeddings Ulf A. Hamster Ji-Ung Lee Alexander Geyken Iryna Gurevych 12 0 0 13 Mar 2023