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Dey, Swarnava
37  Ergebnisse:
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1

Demo: Stress Detection on Tiny Edge Device with GSR Sensor:

, In: Proceedings of the 22nd Annual International Conference on Mobile Systems, Applications and Services,
Mukhopadhyay, Shalini ; Sharma, Varsha ; Jaiswal, Dibyanshu.. - p. 598-599 , 2024
Link: https://dl.acm.org/doi/1..
 
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2

Towards a Task-agnostic Distillation Methodology for Creati..:

, In: Proceedings of the Workshop on Edge and Mobile Foundation Models,
Dey, Swarnava ; Mukherjee, Arijit ; Ukil, Arijit. - p. 10-15 , 2024
Link: https://dl.acm.org/doi/1..
 
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3

A Genetic Tuner for Fixed-skeleton TinyML Models:

, In: 2024 IEEE International Conference on Pervasive Computing and Communications Workshops and other Affiliated Events (PerCom Workshops),
Dey, Swarnava ; Dasgupta, Soma - p. 556-561 , 2024
Link: https://doi.org/10.1109/..
 
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4

Keynote: AutoML for TinyML:

, In: 2024 IEEE International Conference on Pervasive Computing and Communications Workshops and other Affiliated Events (PerCom Workshops),
Dey, Swarnava - p. 159-159 , 2024
Link: https://doi.org/10.1109/..
 
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5

Time Series Classification on Edge with Lightweight Attenti..:

, In: 2024 IEEE International Conference on Pervasive Computing and Communications Workshops and other Affiliated Events (PerCom Workshops),
Mukhopadhyay, Shalini ; Dey, Swarnava ; Mukherjee, Arijit.. - p. 487-492 , 2024
Link: https://doi.org/10.1109/..
 
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6

MCU-based TinyML Camera for Face Recognition:

, In: 2024 IEEE International Conference on Pervasive Computing and Communications Workshops and other Affiliated Events (PerCom Workshops),
Dasgupta, Soma ; Dey, Swarnava - p. 391-393 , 2024
Link: https://doi.org/10.1109/..
 
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7

Generating Tiny Deep Neural Networks for ECG Classification..:

, In: 2023 IEEE International Conference on Pervasive Computing and Communications Workshops and other Affiliated Events (PerCom Workshops),
Mukhopadhyay, Shalini ; Dey, Swarnava ; Ghose, Avik.. - p. 392-397 , 2023
Link: https://doi.org/10.1109/..
 
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8

Demo: On-device Puff Detection System for Smoking Cessation:

, In: Proceedings of the 21st Annual International Conference on Mobile Systems, Applications and Services,
Mukhopadhyay, Shalini ; Dey, Swarnava ; Ghose, Avik - p. 586-587 , 2023
Link: https://dl.acm.org/doi/1..
 
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9

Binary Convolutional Neural Network for Efficient Gesture R..:

, In: Proceedings of the Third International Conference on AI-ML Systems,
Mondal, Jayeeta ; Dey, Swarnava ; Mukherjee, Arijit - p. 1-10 , 2023
Link: https://dl.acm.org/doi/1..
 
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10

Challenges of Accurate and Efficient AutoML:

, In: 2023 38th IEEE/ACM International Conference on Automated Software Engineering (ASE),
Dey, Swarnava ; Ghose, Avik ; Das, Soumik - p. 1834-1839 , 2023
Link: https://doi.org/10.1109/..
 
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11

DietCNN: Multiplication-free Inference for Quantized CNNs:

, In: 2023 International Joint Conference on Neural Networks (IJCNN),
Dey, Swarnava ; Dasgupta, Pallab ; Chakrabarti, Partha P - p. 1-8 , 2023
Link: https://doi.org/10.1109/..
 
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12

Demo Abstract: Lightweight Attention Network for Time Serie..:

, In: Proceedings of the 21st ACM Conference on Embedded Networked Sensor Systems,
Mukhopadhyay, Shalini ; Dey, Swarnava ; Pal, Arpan. - p. 484-485 , 2023
Link: https://dl.acm.org/doi/1..
 
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13

TinyML Demonstration of Time-series Prediction and Vision-b..:

, In: Proceedings of the Third International Conference on AI-ML Systems,
Islam, Syed Mujibul ; Mondal, Jayeeta ; Mukhopadhyay, Shalini... - p. 1-3 , 2023
Link: https://dl.acm.org/doi/1..
 
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14

TinyPuff: Automated design of Tiny Smoking Puff Classifiers..:

, In: Proceedings of the 8th Workshop on Body-Centric Computing Systems,
Mukhopadhyay, Shalini ; Dey, Swarnava ; Ghose, Avik - p. 7-12 , 2023
Link: https://dl.acm.org/doi/1..
 
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15

PuffConv: A System for Online and On-device Puff Detection ..:

, In: 2023 IEEE International Conference on Pervasive Computing and Communications Workshops and other Affiliated Events (PerCom Workshops),
Sharma, Varsha ; Mukhopadhyay, Shalini ; Bhattacharya, Sakyajit.. - p. 595-600 , 2023
Link: https://doi.org/10.1109/..
 
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