Swarnava Dey - RankMe

52 papers A* 1A 3B 6C 1Misc 3Journal 4Unranked 34

Year	Rank	Type	Title / Venue / Authors
2026	J	`jnl`	Bias-variance games for tiny model synthesis in resource-constrained Earth Observation systems. J. Syst. Archit. Swarnava Dey, Pallab Dasgupta, Partha P. Chakrabarti
2025	—	`conf`	DLA-HybridNet: Governance-Aware Edge Segmentation via Hybrid Aggregation Distillation. CODS Soma Dasgupta, Swarnava Dey, Arijit Mukherjee, Arpan Pal
2025	B	`conf`	TinyHAR-NAS: Tuning Lightweight Attention Networks for Human Activity Recognition on the Edge. IJCNN Urmi Jana, Shalini Mukhopadhyay, Swarnava Dey, Arijit Mukherjee, Arpan Pal
2025	B	`conf`	Tuning Distillation to Generate Edge-friendly All-rounder Models. SMC Swarnava Dey, Arijit Mukherjee, Arpan Pal
2025	—	`conf`	Y-Net: A Compact Edge-Friendly Model for Multi-Modal Medical Image Segmentation. PerCom Workshops Soma Dasgupta, Swarnava Dey, Avik Ghose, Arijit Mukherjee, Arpan Pal
2024	—	`conf`	A Genetic Tuner for Fixed-skeleton TinyML Models. PerCom Workshops Swarnava Dey, Soma Dasgupta
2024	—	`conf`	Automated Generation of Accurate, Compact and Focused Crop and Weed Segmentation Models. ECCV Workshops (3) Soma Dasgupta, Swarnava Dey
2024	—	`conf`	Automatic Generation of Highly Accurate Parameter-optimal Segmentation Models in Precision Agriculture. COMAD/CODS (December) Swarnava Dey, Soma Dasgupta
2024	A	`conf`	Demo: Stress Detection on Tiny Edge Device with GSR Sensor. MobiSys Shalini Mukhopadhyay, Varsha Sharma, Dibyanshu Jaiswal, Swarnava Dey, Avik Ghose
2024	—	`conf`	Keynote: AutoML for TinyML. PerCom Workshops Swarnava Dey
2024	—	`conf`	MCU-based TinyML Camera for Face Recognition. PerCom Workshops Soma Dasgupta, Swarnava Dey
2024	—	`conf`	Time Series Classification on Edge with Lightweight Attention Networks. PerCom Workshops Shalini Mukhopadhyay, Swarnava Dey, Arijit Mukherjee, Arpan Pal, Ashwin S
2024	—	`conf`	TinyStressNAS: Automated Feature Selection and Model Generation for On-device Stress Detection. UbiComp Companion Shalini Mukhopadhyay, Varsha Sharma, Dibyanshu Jaiswal, Swarnava Dey, Avik Ghose
2024	—	`conf`	Towards a Task-agnostic Distillation Methodology for Creating Edge Foundation Models. EdgeFM@MobiSys Swarnava Dey, Arijit Mukherjee, Arijit Ukil, Arpan Pal
2023	J	`jnl`	Automated Heterogeneous Low-Bit Quantization of Multi-Model Deep Learning Inference Pipeline. CoRR Jayeeta Mondal, Swarnava Dey, Arijit Mukherjee
2023	—	`conf`	Binary Convolutional Neural Network for Efficient Gesture Recognition at Edge. AIMLSystems Jayeeta Mondal, Swarnava Dey, Arijit Mukherjee
2023	A*	`conf`	Challenges of Accurate and Efficient AutoML. ASE Swarnava Dey, Avik Ghose, Soumik Das
2023	Misc	`conf`	Demo Abstract: Lightweight Attention Network for Time Series Classification on Edge. SenSys Shalini Mukhopadhyay, Swarnava Dey, Arpan Pal, Ashwin S
2023	A	`conf`	Demo: On-device Puff Detection System for Smoking Cessation. MobiSys Shalini Mukhopadhyay, Swarnava Dey, Avik Ghose
2023	—	`conf`	Designing a Bare Minimum Face Recognition Architecture for Bare Metal Edge Devices: An Experience Report. AIMLSystems Swarnava Dey
2023	B	`conf`	DietCNN: Multiplication-free Inference for Quantized CNNs. IJCNN Swarnava Dey, Pallab Dasgupta, Partha Pratim Chakrabarti
2023	J	`jnl`	DietCNN: Multiplication-free Inference for Quantized CNNs. CoRR Swarnava Dey, Pallab Dasgupta, Partha Pratim Chakrabarti
2023	—	`conf`	Generating Tiny Deep Neural Networks for ECG Classification on Micro-Controllers. PerCom Workshops Shalini Mukhopadhyay, Swarnava Dey, Avik Ghose, Pragya Singh, Pallab Dasgupta
2023	—	`conf`	PuffConv: A System for Online and On-device Puff Detection for Smoking Cessation. PerCom Workshops Varsha Sharma, Shalini Mukhopadhyay, Sakyajit Bhattacharya, Swarnava Dey, Avik Ghose
2023	—	`conf`	TinyML Demonstration of Time-series Prediction and Vision-based Gesture Recognition. AIMLSystems Syed Mujibul Islam, Jayeeta Mondal, Shalini Mukhopadhyay, Abhishek Roychoudhury, Swarnava Dey, Arijit Mukherjee
2023	—	`conf`	TinyPuff: Automated design of Tiny Smoking Puff Classifiers for Body Worn Devices. BodySys@MobiSys Shalini Mukhopadhyay, Swarnava Dey, Avik Ghose
2022	J	`jnl`	Accelerated Fire Detection and Localization at Edge. ACM Trans. Embed. Comput. Syst. Arijit Mukherjee, Jayeeta Mondal, Swarnava Dey
2022	—	`conf`	Acceleration-aware, Retraining-free Evolutionary Pruning for Automated Fitment of Deep Learning Models on Edge Devices. AIMLSystems Jeet Dutta, Swarnava Dey, Arijit Mukherjee, Arpan Pal
2022	—	`conf`	Automated Deep Learning Model Partitioning for Heterogeneous Edge Devices. AIMLSystems Arijit Mukherjee, Swarnava Dey
2022	Misc	`conf`	Automated Generation of Tiny Model for Real-Time ECG Classification on Tiny Edge Devices. SenSys Shalini Mukhopadhyay, Swarnava Dey, Avik Ghose, Aakash Tyagi
2022	—	`conf`	SymDNN: Simple & Effective Adversarial Robustness for Embedded Systems. CVPR Workshops Swarnava Dey, Pallab Dasgupta, Partha Pratim Chakrabarti
2022	—	`conf`	TinyML Techniques for running Machine Learning models on Edge Devices. AIMLSystems Arijit Mukherjee, Arijit Ukil, Swarnava Dey, Gitesh Kulkarni
2020	—	`conf`	A Low footprint Automatic Speech Recognition System For Resource Constrained Edge Devices. AIChallengeIoT@SenSys Swarnava Dey, Jeet Dutta
2019	A	`conf`	Edge Acceleration of Deep Neural Networks. MobiSys Jayeeta Mondal, Swarnava Dey, Arijit Mukherjee, Jeet Dutta, Arpan Pal, Balamurali P
2019	—	`conf`	Embedded Deep Inference in Practice: Case for Model Partitioning. SenSys-ML Swarnava Dey, Arijit Mukherjee, Arpan Pal, Balamuralidhar P
2019	—	`conf`	Offloaded Execution of Deep Learning Inference at Edge: Challenges and Insights. PerCom Workshops Swarnava Dey, Jayeeta Mondal, Arijit Mukherjee
2018	—	`conf`	(WIP) At Most M - A Flexible Redundancy Model for Cloud Robotics. IEEE CLOUD Swagata Biswas, Swarnava Dey, Arijit Mukherjee
2018	—	`conf`	Implementing Deep Learning and Inferencing on Fog and Edge Computing Systems. PerCom Workshops Swarnava Dey, Arijit Mukherjee
2018	—	`conf`	Partitioning of CNN Models for Execution on Fog Devices. CitiFog@SenSys Swarnava Dey, Arijit Mukherjee, Arpan Pal, P. Balamuralidhar
2017	—	`conf`	A Distributed and Fault Tolerant Robotic Localisation and Mapping in Network Edge. ARMS-CC@PODC Swagata Biswas, Swarnava Dey, Rimita Lahiri, Arijit Mukherjee
2016	—	`conf`	CAD Patient Classification Using MIMIC-II. eHealth 360° Swarnava Dey, Swagata Biswas, Arpan Pal, Arijit Mukherjee, Utpal Garain, Kayapanda M. Mandana
2016	—	`conf`	Robotic SLAM: a Review from Fog Computing and Mobile Edge Computing Perspective. MobiQuitous (Adjunct Proceedings) Swarnava Dey, Arijit Mukherjee
2014	—	`conf`	A Framework for Speculative Scheduling and Device Selection for Task Execution on a Mobile Cloud. ARMS-CC@PODC Ansuman Banerjee, Himadri Sekhar Paul, Arijit Mukherjee, Swarnava Dey, Pubali Datta
2014	—	`conf`	ANGELS for distributed analytics in IoT. WF-IoT Arijit Mukherjee, Himadri Sekhar Paul, Swarnava Dey, Ansuman Banerjee
2014	C	`conf`	Dual scheme phone: a user assisted mechanism to effectively run sensor analytics applications on smartphones. MobiQuitous Swarnava Dey, Arijit Mukherjee, Pubali Datta, Himadri Sekhar Paul, Anupam Basu
2014	Misc	`conf`	Facilitating continued run of sensor data analytics services using user driven proactive memory reclamation scheme. SenSys Swarnava Dey, Pubali Datta, Arijit Mukherjee, Himadri Sekhar Paul, Anupam Basu
2014	—	`conf`	To Run or Not to Run: Predicting Resource Usage Pattern in a Smartphone. IoT360 (1) Arijit Mukherjee, Anupam Basu, Swarnava Dey, Pubali Datta, Himadri Sekhar Paul
2013	B	`conf`	Challenges of Using Edge Devices in IoT Computation Grids. ICPADS Swarnava Dey, Arijit Mukherjee, Himadri Sekhar Paul, Arpan Pal
2013	—	`conf`	Offloading work to mobile devices: an availability-aware data partitioning approach. MCS@Middleware Ansuman Banerjee, Arijit Mukherjee, Himadri Sekhar Paul, Swarnava Dey
2013	B	`conf`	Utilising condor for data parallel analytics in an IoT context - An experience report. WiMob Arijit Mukherjee, Swarnava Dey, Himadri Sekhar Paul, Batsayan Das
2012	B	`conf`	An Erasure Coded Archival Storage System. ICPADS Prateep Misra, Nilanjan Roy, Soumitra Naskar, Swarnava Dey
2012	—	`conf`	Smart city surveillance: Leveraging benefits of cloud data stores. LCN Workshops Swarnava Dey, Ankur Chakraborty, Soumitra Naskar, Prateep Misra