Sourav Bhattacharya

Orcid: 0000-0001-9670-5264

According to our database1, Sourav Bhattacharya authored at least 113 papers between 1990 and 2024.

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Bibliography

2024
Fast Inference Through The Reuse Of Attention Maps In Diffusion Models.
CoRR, 2024

2023
Sumformer: A Linear-Complexity Alternative to Self-Attention for Speech Recognition.
CoRR, 2023

2022
Cross-Attention is all you need: Real-Time Streaming Transformers for Personalised Speech Enhancement.
CoRR, 2022

Conditioning Sequence-to-sequence Networks with Learned Activations.
Proceedings of the Tenth International Conference on Learning Representations, 2022

2021
NAS-Bench-ASR: Reproducible Neural Architecture Search for Speech Recognition.
Proceedings of the 9th International Conference on Learning Representations, 2021

Defensive Tensorization.
Proceedings of the 32nd British Machine Vision Conference 2021, 2021

2020
Countering Acoustic Adversarial Attacks in Microphone-equipped Smart Home Devices.
Proc. ACM Interact. Mob. Wearable Ubiquitous Technol., 2020

Dynamic Distributed Edge Resource Provisioning via Online Learning across Timescales.
Proceedings of the 17th Annual IEEE International Conference on Sensing, 2020

Augmenting Conversational Agents with Ambient Acoustic Contexts.
Proceedings of the MobileHCI '20: 22nd International Conference on Human-Computer Interaction with Mobile Devices and Services, 2020

Bunched LPCNet: Vocoder for Low-Cost Neural Text-To-Speech Systems.
Proceedings of the Interspeech 2020, 2020


3D-Stacked Memory For Shared-Memory Multithreaded Workloads.
Proceedings of the 34th International ECMS Conference on Modelling and Simulation, 2020

2019
Learning to Listen... On-Device: Present and future perspectives of on-device ASR.
GetMobile Mob. Comput. Commun., 2019

Poster: MobiSR - Efficient On-Device Super-Resolution through Heterogeneous Mobile Processors.
Proceedings of the 25th Annual International Conference on Mobile Computing and Networking, 2019

MobiSR: Efficient On-Device Super-Resolution through Heterogeneous Mobile Processors.
Proceedings of the 25th Annual International Conference on Mobile Computing and Networking, 2019

TrustCircle: a novel trust framework for creating a personalised recommender system that helps evaluate trustworthiness in sharing economy services.
Proceedings of the IndiaHCI 2019: Proceedings of the 10th Indian Conference on Human-Computer Interaction, 2019

AudiDoS: Real-Time Denial-of-Service Adversarial Attacks on Deep Audio Models.
Proceedings of the 18th IEEE International Conference On Machine Learning And Applications, 2019

A study on rumor propagation trends and features in a post disaster situation.
Proceedings of the 20th International Conference on Distributed Computing and Networking, 2019

PURBA 2019: the 8th workshop on pervasive urban applications.
Proceedings of the 2019 ACM International Joint Conference on Pervasive and Ubiquitous Computing and Proceedings of the 2019 ACM International Symposium on Wearable Computers, 2019

2018
Guest Editorial Special Issue on Emerging Social Internet of Things: Recent Advances and Applications.
IEEE Internet Things J., 2018

On the optimality of diverse expert panels in persuasion games.
Games Econ. Behav., 2018

Cross-modal Recurrent Models for Weight Objective Prediction from Multimodal Time-series Data.
Proceedings of the 12th EAI International Conference on Pervasive Computing Technologies for Healthcare, 2018

On-the-fly deterministic binary filters for memory efficient keyword spotting applications on embedded devices.
Proceedings of the 2nd International Workshop on Embedded and Mobile Deep Learning, 2018

Deterministic binary filters for keyword spotting applications.
Proceedings of the 16th Annual International Conference on Mobile Systems, 2018

Using deep data augmentation training to address software and hardware heterogeneities in wearable and smartphone sensing devices.
Proceedings of the 17th ACM/IEEE International Conference on Information Processing in Sensor Networks, 2018

Deterministic Binary Filters for Convolutional Neural Networks.
Proceedings of the Twenty-Seventh International Joint Conference on Artificial Intelligence, 2018

PURBA 2018: The 7th Workshop on Pervasive Urban Applications.
Proceedings of the 2018 ACM International Joint Conference and 2018 International Symposium on Pervasive and Ubiquitous Computing and Wearable Computers, 2018

Monitoring Daily Activities of Multiple Sclerosis Patients with Connected Health Devices.
Proceedings of the 2018 ACM International Joint Conference and 2018 International Symposium on Pervasive and Ubiquitous Computing and Wearable Computers, 2018

2017
Squeezing Deep Learning into Mobile and Embedded Devices.
IEEE Pervasive Comput., 2017

Multimodal Deep Learning for Activity and Context Recognition.
Proc. ACM Interact. Mob. Wearable Ubiquitous Technol., 2017

Low-resource Multi-task Audio Sensing for Mobile and Embedded Devices via Shared Deep Neural Network Representations.
Proc. ACM Interact. Mob. Wearable Ubiquitous Technol., 2017

Voting with endogenous information acquisition: Experimental evidence.
Games Econ. Behav., 2017

Cross-modal Recurrent Models for Human Weight Objective Prediction from Multimodal Time-series Data.
CoRR, 2017

Scaling health analytics to millions without compromising privacy using deep distributed behavior models.
Proceedings of the 11th EAI International Conference on Pervasive Computing Technologies for Healthcare, 2017

DeepEye: Resource Efficient Local Execution of Multiple Deep Vision Models using Wearable Commodity Hardware.
Proceedings of the 15th Annual International Conference on Mobile Systems, 2017

PURBA 2017: the 6th workshop on pervasive urban applications.
Proceedings of the Adjunct Proceedings of the 2017 ACM International Joint Conference on Pervasive and Ubiquitous Computing and Proceedings of the 2017 ACM International Symposium on Wearable Computers, 2017

2016
ACTIVITY RECOGNITION ON SMART DEVICES: Dealing with diversity in the wild.
GetMobile Mob. Comput. Commun., 2016

Campaign rhetoric and the hide-and-seek game.
Soc. Choice Welf., 2016

Understanding the Impact of Geographical Context on Subjective Well-Being of Urban Citizens.
Proceedings of the Second International Conference on IoT in Urban Space, 2016

Sparsification and Separation of Deep Learning Layers for Constrained Resource Inference on Wearables.
Proceedings of the 14th ACM Conference on Embedded Network Sensor Systems, SenSys 2016, 2016

From smart to deep: Robust activity recognition on smartwatches using deep learning.
Proceedings of the 2016 IEEE International Conference on Pervasive Computing and Communication Workshops, 2016

Demo: Accelerated Deep Learning Inference for Embedded and Wearable Devices using DeepX.
Proceedings of the 14th Annual International Conference on Mobile Systems, 2016

DXTK: Enabling Resource-efficient Deep Learning on Mobile and Embedded Devices with the DeepX Toolkit.
Proceedings of the 8th EAI International Conference on Mobile Computing, 2016

Demonstration Abstract: Accelerating Embedded Deep Learning Using DeepX.
Proceedings of the 15th ACM/IEEE International Conference on Information Processing in Sensor Networks, 2016

DeepX: A Software Accelerator for Low-Power Deep Learning Inference on Mobile Devices.
Proceedings of the 15th ACM/IEEE International Conference on Information Processing in Sensor Networks, 2016

Towards multimodal deep learning for activity recognition on mobile devices.
Proceedings of the 2016 ACM International Joint Conference on Pervasive and Ubiquitous Computing and Proceedings of the 2016 ACM International Symposium on Wearable Computers, 2016

PURBA 2016: the 5th workshop on pervasive urban applications.
Proceedings of the 2016 ACM International Joint Conference on Pervasive and Ubiquitous Computing and Proceedings of the 2016 ACM International Symposium on Wearable Computers, 2016

2015
Heterogeneity Activity Recognition.
Dataset, October, 2015

Robust and Energy-Efficient Trajectory Tracking for Mobile Devices.
IEEE Trans. Mob. Comput., 2015

LookAhead: Augmenting Crowdsourced Website Reputation Systems with Predictive Modeling.
Proceedings of the Trust and Trustworthy Computing - 8th International Conference, 2015

Smart Devices are Different: Assessing and MitigatingMobile Sensing Heterogeneities for Activity Recognition.
Proceedings of the 13th ACM Conference on Embedded Networked Sensor Systems, 2015

An Early Resource Characterization of Deep Learning on Wearables, Smartphones and Internet-of-Things Devices.
Proceedings of the 2015 International Workshop on Internet of Things towards Applications, 2015

PURBA 2015: the 4th workshop on pervasive urban applications.
Proceedings of the 2015 ACM International Joint Conference on Pervasive and Ubiquitous Computing and Proceedings of the 2015 ACM International Symposium on Wearable Computers, 2015

Checksum gestures: continuous gestures as an out-of-band channel for secure pairing.
Proceedings of the 2015 ACM International Joint Conference on Pervasive and Ubiquitous Computing, 2015

2014
Using unlabeled data in a sparse-coding framework for human activity recognition.
Pervasive Mob. Comput., 2014

Compulsory versus voluntary voting: An experimental study.
Games Econ. Behav., 2014

The company you keep: mobile malware infection rates and inexpensive risk indicators.
Proceedings of the 23rd International World Wide Web Conference, 2014

2013
An Un-tethered Mobile Shopping Experience.
Proceedings of the Mobile and Ubiquitous Systems: Computing, Networking, and Services, 2013

Automatic correction of annotation boundaries in activity datasets by class separation maximization.
Proceedings of the 2013 ACM International Joint Conference on Pervasive and Ubiquitous Computing, 2013

Gaussian process-based predictive modeling for bus ridership.
Proceedings of the 2013 ACM International Joint Conference on Pervasive and Ubiquitous Computing, 2013

2012
Ma$$iv€ - An Intelligent Mobile Grocery Assistant.
Proceedings of the 2012 Eighth International Conference on Intelligent Environments, 2012

2011
Improving pervasive positioning through three-tier cyber foraging.
Proceedings of the Ninth Annual IEEE International Conference on Pervasive Computing and Communications, 2011

Energy-efficient trajectory tracking for mobile devices.
Proceedings of the 9th International Conference on Mobile Systems, 2011

Influence of landmark-based navigation instructions on user attention in indoor smart spaces.
Proceedings of the 16th International Conference on Intelligent User Interfaces, 2011

Enriching location information: an energy-efficient approach.
Proceedings of the UbiComp 2011: Ubiquitous Computing, 13th International Conference, 2011

2010
A grid-based algorithm for on-device GSM positioning.
Proceedings of the UbiComp 2010: Ubiquitous Computing, 12th International Conference, 2010

2008
Identifying Meaningful Places: The Non-parametric Way.
Proceedings of the Pervasive Computing, 2008

SerPens: a tool for semantically enriched location information on personal devices.
Proceedings of the 3rd International ICST Conference on Body Area Networks, 2008

2003
Cascade of Distributed and Cooperating Firewalls in a Secure Data Network.
IEEE Trans. Knowl. Data Eng., 2003

2000
Deadlock Management in Cellular Network Systems.
Proceedings of the International Conference on Parallel and Distributed Processing Techniques and Applications, 2000

1999
Mobile Cluster Computing and Timeliness Issues.
Informatica (Slovenia), 1999

The Network Maturity Model for Internet Development.
Computer, 1999

System engineering encapsulation of reliability techniques.
Proceedings of the Fourth International Workshop on Object-Oriented Real-Time Dependable Systems, 1999

Working Set in Channel Management for Cellular Networks.
Proceedings of the Fourth International Symposium on Autonomous Decentralized Systems, 1999

Operating firewalls outside the LAN perimeter.
Proceedings of the IEEE International Performance Computing and Communications Conference, 1999

Look-Ahead Channel Reservation and Borrowing in Cellular Network System.
Proceedings of the 4th IEEE International Symposium on High-Assurance Systems Engineering (HASE '99), 1999

A Protocol and Simulation for Distributed Communicating Firewalls.
Proceedings of the 23rd International Computer Software and Applications Conference (COMPSAC '99), 1999

Multimedia Tools and Applications in the Development of a Large Complex Network System.
Proceedings of the 23rd International Computer Software and Applications Conference (COMPSAC '99), 1999

1998
Business rule extraction techniques for COBOL programs.
J. Softw. Maintenance Res. Pract., 1998

Fault and Leak Tolerance in Firewall Engineering.
Proceedings of the 3rd IEEE International Symposium on High-Assurance Systems Engineering (HASE '98), 1998

Real-Time Traffic Management on Optical Networks Using Dynamic Control of Cycle Duration.
Proceedings of the Network-Based Parallel Computing: Communication, 1998

1997
High-Assurance Systems (Introduction to the Special Section).
Commun. ACM, 1997

Real-time multicast in wireless communication.
Proceedings of the 1997 International Conference on Parallel Processing (ICPP '97), 1997

Design and Analysis of Fault-Tolerant Star Networks.
Proceedings of the 1997 International Conference on Parallel Processing (ICPP '97), 1997

Dynamic scheduling of real-time messages over an optical network.
Proceedings of the International Conference On Computer Communications and Networks (ICCCN 1997), 1997

Firewall placement in a large network topology.
Proceedings of the 6th IEEE Workshop on Future Trends of Distributed Computer Systems (FTDCS '97), 1997

Impact of rollback recovery to program locality of reference and page replacement policies.
Proceedings of the 6th IEEE Workshop on Future Trends of Distributed Computer Systems (FTDCS '97), 1997

Fault propagation analysis based variable length checkpoint placement for fault-tolerant parallel and distributed systems.
Proceedings of the 21st International Computer Software and Applications Conference (COMPSAC '97), 1997

1996
Software Engineering Practices and Tools for Real-Time Systems (Part II): Guest Editor's Introduction.
Int. J. Softw. Eng. Knowl. Eng., 1996

Software Engineering Practices and Tools for Real-Time Systems (Part I): Guest Editor's Introduction.
Int. J. Softw. Eng. Knowl. Eng., 1996

Fault Message Propagation and its Impact on Rollback Recovery Mechanisms.
Proceedings of the International Conference on Parallel and Distributed Processing Techniques and Applications, 1996

Marriage of Wired and Wireless Networks to Build Tomorrows Internet.
Proceedings of the COMPSAC '96, 1996

Dynamic Network Management for Firmware Controlled Network Topology.
Proceedings of the COMPSAC '96, 1996

Business Rule Extraction from Legacy Code.
Proceedings of the COMPSAC '96, 1996

1995
Quadtree Layouts and I/O Bandwidth.
Parallel Process. Lett., 1995

Covert Channel Secure Hypercube Message Communication.
J. Parallel Distributed Comput., 1995

Optimal multihop routing. An iterative approach to TWDM embedding.
Proceedings of the Proceedings 20th Conference on Local Computer Networks (LCN'95), 1995

Real-Time Communication Benchmark.
Proceedings of the 4th International Conference on Computer Communications and Networks (ICCCN '95), 1995

1994
Processor preallocation and load balancing of DOALL loops.
J. Supercomput., 1994

Fault-Tolerant Multicasting on Hypercubes.
J. Parallel Distributed Comput., 1994

Multicasting in Generalized Multistage Interconnection Networks.
J. Parallel Distributed Comput., 1994

Recursive Binary Tree Layout Mixing.
Inf. Sci., 1994

Lookahead Processor Allocation in Mesh-Connected Massively Parallel Multicomputer.
Proceedings of the 8th International Symposium on Parallel Processing, 1994

1993
Load Balancing of DOALL Loops in the Perfect Club.
Proceedings of the Seventh International Parallel Processing Symposium, 1993

Reverse Channel Augmented Multihop Lightwave Networks.
Proceedings of the Proceedings IEEE INFOCOM '93, The Conference on Computer Communications, Twelfth Annual Joint Conference of the IEEE Computer and Communications Societies, Networking: Foundation for the Future, San Francisco, CA, USA, March 28, 1993

1992
Array Covering: A Technique4 for Enabling Lloop Parallelization.
Proceedings of the 1992 International Conference on Parallel Processing, 1992

Quadtree interconnection network layout.
Proceedings of the Second Great Lakes Symposium on VLSI, 1992

1991
Distributed fault-tolerant routing on hypercubes algorithms and performance study.
Proceedings of the Third IEEE Symposium on Parallel and Distributed Processing, 1991

Inverted Memory.
Proceedings of the International Conference on Parallel Processing, 1991

Area efficient binary tree layout.
Proceedings of the First Great Lakes Symposium on VLSI, 1991

Uni-directional cube-connected cycles.
Proceedings of the First Great Lakes Symposium on VLSI, 1991

I/O bound binary tree layout.
Proceedings of the First Great Lakes Symposium on VLSI, 1991

1990
Fault-Tolerant Cube-Connected Cycles Structures Through Dimensional Substitution.
Proceedings of the 1990 International Conference on Parallel Processing, 1990


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