Swapnil Sayan Saha

15 papers A* 1C 1Misc 1Journal 5Unranked 6
YearRankTypeTitle / Venue / Authors
2025 Misc conf
Poster Abstract: ST AIoT Craft - A No-Code / Low-Code Cloud Solution for Edge AI Management in Smart Sensors.
SenSys
Mahesh Chowdhary, Swapnil Sayan Saha, Mridupawan Das, Jana Scukova, Miroslav Batek, Lisa Trollo, Davide Sergi, Davide Aliprandi, Alberto Villa, Andrea Palmieri, Mohammed Maher Jouini, Daniele Alfonso, Diego Melpignano
2024 — conf
In-Sensor Movement Variability Tracking.
EMBC
Swapnil Sayan Saha, Krishna Chaitanya Palle, Mahesh Chowdhary
2024 J jnl
TinyNS: Platform-aware Neurosymbolic Auto Tiny Machine Learning.
ACM Trans. Embed. Comput. Syst.
Swapnil Sayan Saha, Sandeep Singh Sandha, Mohit Aggarwal, Brian Wang, Liying Han, Julian de Gortari Briseno, Mani Srivastava
2023 — conf
Inertial Navigation on Extremely Resource-Constrained Platforms: Methods, Opportunities and Challenges.
PLANS
Swapnil Sayan Saha, Yayun Du, Sandeep Singh Sandha, Luis Antonio Garcia, Mohammad Khalid Jawed, Mani B. Srivastava
2023 A* conf
Neural-Kalman GNSS/INS Navigation for Precision Agriculture.
ICRA
Yayun Du, Swapnil Sayan Saha, Sandeep Singh Sandha, Arthur Lovekin, Jason Wu, S. Siddharth, Mahesh Chowdhary, Mohammad Khalid Jawed, Mani B. Srivastava
2023 C conf
On-Sensor Online Learning and Classification Under 8 KB Memory.
FUSION
Mahesh Chowdhary, Swapnil Sayan Saha
2023 — —
Physics-Aware Tiny Machine Learning
Swapnil Sayan Saha
2022 J jnl
Auritus: An Open-Source Optimization Toolkit for Training and Development of Human Movement Models and Filters Using Earables.
Proc. ACM Interact. Mob. Wearable Ubiquitous Technol.
Swapnil Sayan Saha, Sandeep Singh Sandha, Siyou Pei, Vivek Jain, Ziqi Wang, Yuchen Li, Ankur Sarker, Mani Srivastava
2022 — conf
Excerpt of Auritus: An Open-Source Optimization Toolkit for Training and Development of Human Movement Models and Filters Using Earables.
UbiComp/ISWC Adjunct
Swapnil Sayan Saha, Sandeep Singh Sandha, Siyou Pei, Vivek Jain, Ziqi Wang, Yuchen Li, Ankur Sarker, Mani B. Srivastava
2022 J jnl
Machine Learning for Microcontroller-Class Hardware - A Review.
CoRR
Swapnil Sayan Saha, Sandeep Singh Sandha, Mani B. Srivastava
2022 J jnl
TinyOdom: Hardware-Aware Efficient Neural Inertial Navigation.
Proc. ACM Interact. Mob. Wearable Ubiquitous Technol.
Swapnil Sayan Saha, Sandeep Singh Sandha, Luis Antonio Garcia, Mani Srivastava
2021 — conf
Enabling Hyperparameter Tuning of Machine Learning Classifiers in Production.
CogMI
Sandeep Singh Sandha, Mohit Aggarwal, Swapnil Sayan Saha, Mani B. Srivastava
2019 — conf
Position independent activity recognition using shallow neural architecture and empirical modeling.
UbiComp/ISWC Adjunct
Swapnil Sayan Saha, Shafizur Rahman, Zarin Rezwana Ridita Haque, Tahera Hossain, Sozo Inoue, Md Atiqur Rahman Ahad
2018 J jnl
Feature Extraction, Performance Analysis and System Design Using the DU Mobility Dataset.
IEEE Access
Swapnil Sayan Saha, Shafizur Rahman, Miftahul Jannat Rasna, Tarek Bin Zahid, A. K. M. Mahfuzul Islam, Md. Atiqur Rahman Ahad
2018 — conf
Supervised and Neural Classifiers for Locomotion Analysis.
UbiComp/ISWC Adjunct
Swapnil Sayan Saha, Shafizur Rahman, Miftahul Jannat Rasna, Tahera Hossain, Sozo Inoue, Md. Atiqur Rahman Ahad