Title
Enhancing Cell Counting through MLOps: A Structured Approach for Automated Cell Analysis Matteo Testi Luca Clissa Matteo Ballabio Salvatore Ricciardi Federico Baldo Emanuele Frontoni S. Moccia Gennario Vessio 74 0 0 28 Apr 2025
TinyML for Speech Recognition Andrew Barovic Armin Moin 15 0 0 22 Apr 2025
Edge Intelligence for Wildlife Conservation: Real-Time Hornbill Call Classification Using TinyML Kong Ka Hing Mehran Behjati 27 0 0 03 Apr 2025
The Unbearable Lightness of Prompting: A Critical Reflection on the Environmental Impact of genAI use in Design Education M. Lupetti Elena Cavallin Dave Murray-Rust AI4CE 32 1 0 28 Jan 2025
Memory-efficient Energy-adaptive Inference of Pre-Trained Models on Batteryless Embedded Systems Pietro Farina Subrata Biswas Eren Yildiz Khakim Akhunov Saad Ahmed Bashima Islam K. Yıldırım 18 3 0 16 May 2024
On-device Online Learning and Semantic Management of TinyML Systems Haoyu Ren Xue Li Darko Anicic Thomas Runkler 22 3 0 13 May 2024
Realtime Person Identification via Gait Analysis Shanmuga Venkatachalam Harideep Nair P. Vellaisamy Yongqi Zhou Ziad Youssfi J. Shen CVBM 16 1 0 02 Apr 2024
On the Standardization of Behavioral Use Clauses and Their Adoption for Responsible Licensing of AI Daniel J. McDuff Tim Korjakow Scott Cambo Jesse Josua Benjamin Jenny Lee ... Aaron Gokaslan Alek Tarkowski Joseph Lindley A. F. Cooper Danish Contractor MedIm 20 7 0 07 Feb 2024
Using human and robot synthetic data for training smart hand tools Jose Benda˜na Sundar Sripada Carlos D. Salazar Sandeep P. Chinchali R. Longoria SyDa 15 0 0 04 Dec 2023
REDS: Resource-Efficient Deep Subnetworks for Dynamic Resource Constraints Francesco Corti Balz Maag Joachim Schauer U. Pferschy O. Saukh 21 2 0 22 Nov 2023
Efficient Neural Networks for Tiny Machine Learning: A Comprehensive Review M. Lê Pierre Wolinski Julyan Arbel 27 8 0 20 Nov 2023
A Machine Learning-oriented Survey on Tiny Machine Learning Luigi Capogrosso Federico Cunico D. Cheng Franco Fummi Marco Cristani SyDa MU 19 33 0 21 Sep 2023
Is TinyML Sustainable? Assessing the Environmental Impacts of Machine Learning on Microcontrollers Shvetank Prakash Matthew P. Stewart Colby R. Banbury Mark Mazumder Pete Warden Brian Plancher Vijay Janapa Reddi 25 16 0 27 Jan 2023
SensiX++: Bringing MLOPs and Multi-tenant Model Serving to Sensory Edge Devices Chulhong Min Akhil Mathur Utku Günay Acer A. Montanari F. Kawsar 11 11 0 08 Sep 2021
TensorFlow Lite Micro: Embedded Machine Learning on TinyML Systems R. David Jared Duke Advait Jain Vijay Janapa Reddi Nat Jeffries ... Meghna Natraj Shlomi Regev Rocky Rhodes Tiezhen Wang Pete Warden 103 464 0 17 Oct 2020