Exploring System Performance of Continual Learning for Mobile and
Embedded Sensing Applications

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Exploring System Performance of Continual Learning for Mobile and Embedded Sensing Applications

25 October 2021

Jagmohan Chauhan

Cecilia Mascolo

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Papers citing "Exploring System Performance of Continual Learning for Mobile and Embedded Sensing Applications"

12 / 12 papers shown

Title
Legilimens: Performant Video Analytics on the System-on-Chip Edge M. Ramanujam Yinwei Dai Kyle Jamieson Ravi Netravali 161 0 0 29 Apr 2025
MetaCLBench: Meta Continual Learning Benchmark on Resource-Constrained Edge Devices Sijia Li Young D. Kwon Lik-Hang Lee Pan Hui 131 0 0 31 Mar 2025
Delta: A Cloud-assisted Data Enrichment Framework for On-Device Continual Learning Chen Gong Zhenzhe Zheng Fan Wu Xiaofeng Jia Guihai Chen LMTD FedML 93 4 0 24 Oct 2024
Enhancing Quantum Security over Federated Learning via Post-Quantum Cryptography Pingzhi Li Tianlong Chen Junyu Liu FedML 99 1 0 06 Sep 2024
PAGE: Domain-Incremental Adaptation with Past-Agnostic Generative Replay for Smart Healthcare Chia-Hao Li N. Jha MedIm 110 0 0 13 Mar 2024
Class-incremental Learning for Time Series: Benchmark and Evaluation Zhongzheng Qiao Quang Pham Zhen Cao Hoang H Le Ponnuthurai Nagaratnam Suganthan Xudong Jiang Savitha Ramasamy 119 13 0 19 Feb 2024
LifeLearner: Hardware-Aware Meta Continual Learning System for Embedded Computing Platforms Young D. Kwon Jagmohan Chauhan Hong Jia Stylianos I. Venieris Cecilia Mascolo 114 17 0 19 Nov 2023
Design Principles for Lifelong Learning AI Accelerators Dhireesha Kudithipudi Anurag Daram Abdullah M. Zyarah Fatima Tuz Zohora J. Aimone ... Emre Neftci M. Mattina Vincenzo Lomonaco Clare D. Thiem Benjamin Epstein 127 18 0 05 Oct 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 162 18 0 11 Aug 2023
DOCTOR: A Multi-Disease Detection Continual Learning Framework Based on Wearable Medical Sensors Chia-Hao Li N. Jha 157 9 0 09 May 2023
YONO: Modeling Multiple Heterogeneous Neural Networks on Microcontrollers Young D. Kwon Jagmohan Chauhan Cecilia Mascolo 90 13 0 08 Mar 2022
Enabling On-Device Smartphone GPU based Training: Lessons Learned Anish Das Young D. Kwon Jagmohan Chauhan Cecilia Mascolo 3DH 96 12 0 21 Feb 2022