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Sourav Bhattacharya
Sourav Bhattacharya
Samsung AI
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Year
Smart Devices are Different: Assessing and Mitigating Mobile Sensing Heterogeneities for Activity Recognition
A Stisen, H Blunck, S Bhattacharya, TS Prentow, MB Kjærgaard, A Dey, ...
The 13th ACM Conference on Embedded Networked Sensor Systems, 2015
7392015
DeepX: A Software Accelerator for Low-Power Deep Learning Inference on Mobile Devices
ND Lane, S Bhattacharya, P Georgiev, C Forlivesi, L Jiao, L Qendro, ...
International Conference on Information Processing in Sensor Networks (IPSN '16), 2016
6032016
An early resource characterization of deep learning on wearables, smartphones and internet-of-things devices
ND Lane, S Bhattacharya, P Georgiev, C Forlivesi, F Kawsar
Proceedings of the 2015 international workshop on internet of things towards …, 2015
2722015
Multimodal Deep Learning for Activity and Context Recognition
V Radu, C Tong, S Bhattacharya, ND Lane, C Mascolo, MK Marina, ...
Proceedings of the ACM on Interactive, Mobile, Wearable and Ubiquitous …, 2018
2682018
Sparsification and Separation of Deep Learning Layers for Constrained Resource Inference on Wearables
S Bhattacharya, ND Lane
ACM Conference on Embedded Networked Sensor Systems (SenSys) 2016, 2016
2622016
Squeezing deep learning into mobile and embedded devices
ND Lane, S Bhattacharya, A Mathur, P Georgiev, C Forlivesi, F Kawsar
IEEE Pervasive Computing 16 (3), 82-88, 2017
2272017
From Smart to Deep: Robust Activity Recognition on Smartwatches using Deep Learning
S Bhattacharya, ND Lane
1982016
DeepEye: Resource Efficient Local Execution of Multiple Deep Vision Models using Wearable Commodity Hardware
A Mathur, ND Lane, S Bhattacharya, A Boran, C Forlivesi, F Kawsar
The 15th International Conference on Mobile Systems, Applications and …, 2017
1612017
Towards multimodal deep learning for activity recognition on mobile devices
V Radu, ND Lane, S Bhattacharya, C Mascolo, MK Marina, F Kawsar
Proceedings of the 2016 ACM International Joint Conference on Pervasive and …, 2016
1602016
Using unlabeled data in a sparse-coding framework for human activity recognition
S Bhattacharya, P Nurmi, N Hammerla, T Plötz
Pervasive and Mobile Computing 15, 242-262, 2014
1412014
Energy-efficient trajectory tracking for mobile devices
MB Kjærgaard, S Bhattacharya, H Blunck, P Nurmi
Proceedings of the 9th international conference on Mobile systems …, 2011
1272011
A survey on different video watermarking techniques and comparative analysis with reference to H. 264/AVC
S Bhattacharya, T Chattopadhyay, A Pal
2006 IEEE International Symposium on Consumer Electronics, 1-6, 2006
1162006
Identifying meaningful places: The non-parametric way
P Nurmi, S Bhattacharya
Pervasive Computing: 6th International Conference, Pervasive 2008 Sydney …, 2008
902008
The company you keep: Mobile malware infection rates and inexpensive risk indicators
HTT Truong, E Lagerspetz, P Nurmi, AJ Oliner, S Tarkoma, N Asokan, ...
Proceedings of the 23rd international conference on World wide web, 39-50, 2014
862014
Mobisr: Efficient on-device super-resolution through heterogeneous mobile processors
R Lee, SI Venieris, L Dudziak, S Bhattacharya, ND Lane
The 25th annual international conference on mobile computing and networking …, 2019
842019
Low-resource Multi-task Audio Sensing for Mobile and Embedded Devices via Shared Deep Neural Network Representations
P Georgiev, S Bhattacharya, N Lane, C Mascolo
Interactive, Mobile, Wearable and Ubiquitous Technologies (IMWUT), 2017
732017
Using deep data augmentation training to address software and hardware heterogeneities in wearable and smartphone sensing devices
A Mathur, T Zhang, S Bhattacharya, P Veličković, L Joffe, ND Lane, ...
Proceedings of the 17th ACM/IEEE International Conference on Information …, 2018
712018
NAS-Bench-ASR: Reproducible Neural Architecture Search for Speech Recognition
A Mehrotra, AGCP Ramos, S Bhattacharya, Ł Dudziak, R Vipperla, ...
International Conference on Learning Representations (ICLR), 2021
652021
A grid-based algorithm for on-device GSM positioning
P Nurmi, S Bhattacharya, J Kukkonen
Proceedings of the 12th ACM international conference on Ubiquitous computing …, 2010
502010
Robust and Energy-Efficient Trajectory Tracking for Mobile Devices
S Bhattacharya, H Blunck, MB Kjærgaard, P Nurmi
IEEE Transactions on Mobile Computing, 2014
492014
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