Abhinav Mehrotra

ORCID

Publication Activity (10 Years)

Years Active: 2014-2024
Publications (10 Years): 41

Top Venues

CoRR

Proc. ACM Interact. Mob. Wearable Ubiquitous Technol.

INTERSPEECH

ICLR

University of Birmingham, UK (PHD)

Education History

University of Birmingham, UK

PHD

Publications

Rosco Hunter, Lukasz Dudziak, Mohamed S. Abdelfattah, Abhinav Mehrotra, Sourav Bhattacharya, Hongkai Wen
Fast Inference Through The Reuse Of Attention Maps In Diffusion Models. CoRR (2024)
Hrushikesh Loya, Lukasz Dudziak, Abhinav Mehrotra, Royson Lee, Javier Fernández-Marqués, Nicholas D. Lane, Hongkai Wen
How Much Is Hidden in the NAS Benchmarks? Few-Shot Adaptation of a NAS Predictor. CoRR (2023)
Shkurta Gashi, Lidia Alecci, Martin Gjoreski, Elena Di Lascio, Abhinav Mehrotra, Mirco Musolesi, Maike E. Debus, Francesca Gasparini, Silvia Santini
Handling Missing Data For Sleep Monitoring Systems. ACII (2022)
Yan Gao, Javier Fernández-Marqués, Titouan Parcollet, Abhinav Mehrotra, Nicholas D. Lane
Federated Self-supervised Speech Representations: Are We There Yet? INTERSPEECH (2022)
Yan Gao, Javier Fernández-Marqués, Titouan Parcollet, Abhinav Mehrotra, Nicholas D. Lane
Federated Self-supervised Speech Representations: Are We There Yet? CoRR (2022)
Alberto Gil Couto Pimentel Ramos, Abhinav Mehrotra, Nicholas Donald Lane, Sourav Bhattacharya
Conditioning Sequence-to-sequence Networks with Learned Activations. ICLR (2022)
Mário Almeida, Stefanos Laskaridis, Abhinav Mehrotra, Lukasz Dudziak, Ilias Leontiadis, Nicholas D. Lane
Smart at what cost? Characterising Mobile Deep Neural Networks in the wild. CoRR (2021)
Mohamed S. Abdelfattah, Abhinav Mehrotra, Lukasz Dudziak, Nicholas D. Lane
Zero-Cost Proxies for Lightweight NAS. CoRR (2021)
Abhinav Mehrotra, Veljko Pejovic, Mirco Musolesi
FutureWare: Designing a Middleware for Anticipatory Mobile Computing. IEEE Trans. Software Eng. 47 (10) (2021)
Mohamed S. Abdelfattah, Abhinav Mehrotra, Lukasz Dudziak, Nicholas Donald Lane
Zero-Cost Proxies for Lightweight NAS. ICLR (2021)
Seyma Kucukozer Cavdar, Tugba Taskaya-Temizel, Abhinav Mehrotra, Mirco Musolesi, Peter Tino
Designing Robust Models for Behaviour Prediction Using Sparse Data from Mobile Sensing: A Case Study of Office Workers' Availability for Well-being Interventions. ACM Trans. Comput. Heal. 2 (4) (2021)
Mário Almeida, Stefanos Laskaridis, Abhinav Mehrotra, Lukasz Dudziak, Ilias Leontiadis, Nicholas D. Lane
Smart at what cost?: characterising mobile deep neural networks in the wild. Internet Measurement Conference (2021)
Yu-Lin Wei, Rui Li, Abhinav Mehrotra, Romit Roy Choudhury, Nicholas D. Lane
Inferring Facing Direction from Voice Signals. CoRR (2021)
Abhinav Mehrotra, Alberto Gil C. P. Ramos, Sourav Bhattacharya, Lukasz Dudziak, Ravichander Vipperla, Thomas C. P. Chau, Mohamed S. Abdelfattah, Samin Ishtiaq, Nicholas Donald Lane
NAS-Bench-ASR: Reproducible Neural Architecture Search for Speech Recognition. ICLR (2021)
Abhinav Mehrotra, Lukasz Dudziak, Jinsu Yeo, Young-Yoon Lee, Ravichander Vipperla, Mohamed S. Abdelfattah, Sourav Bhattacharya, Samin Ishtiaq, Alberto Gil C. P. Ramos, SangJeong Lee, Daehyun Kim, Nicholas D. Lane
Iterative Compression of End-to-End ASR Model Using AutoML. INTERSPEECH (2020)
Abhinav Mehrotra, Lukasz Dudziak, Jinsu Yeo, Young-Yoon Lee, Ravichander Vipperla, Mohamed S. Abdelfattah, Sourav Bhattacharya, Samin Ishtiaq, Alberto Gil C. P. Ramos, SangJeong Lee, Daehyun Kim, Nicholas D. Lane
Iterative Compression of End-to-End ASR Model using AutoML. CoRR (2020)
Ravichander Vipperla, Sangjun Park, Kihyun Choo, Samin Ishtiaq, Kyoungbo Min, Sourav Bhattacharya, Abhinav Mehrotra, Alberto Gil C. P. Ramos, Nicholas D. Lane
Bunched LPCNet : Vocoder for Low-cost Neural Text-To-Speech Systems. CoRR (2020)
Victor-Alexandru Darvariu, Laura Convertino, Abhinav Mehrotra, Mirco Musolesi
Quantifying the Relationships between Everyday Objects and Emotional States through Deep Learning Based Image Analysis Using Smartphones. Proc. ACM Interact. Mob. Wearable Ubiquitous Technol. 4 (1) (2020)
Thivya Kandappu, Abhinav Mehrotra, Archan Misra, Mirco Musolesi, Shih-Fen Cheng, Lakmal Meegahapola
PokeME: Applying Context-Driven Notifications to Increase Worker Engagement in Mobile Crowd-sourcing. CHIIR (2020)
Ravichander Vipperla, Sangjun Park, Kihyun Choo, Samin Ishtiaq, Kyoungbo Min, Sourav Bhattacharya, Abhinav Mehrotra, Alberto Gil C. P. Ramos, Nicholas D. Lane
Bunched LPCNet: Vocoder for Low-Cost Neural Text-To-Speech Systems. INTERSPEECH (2020)
Abhinav Mehrotra, Robert J. Hendley, Mirco Musolesi
NotifyMeHere: Intelligent Notification Delivery in Multi-Device Environments. CHIIR (2019)
Alessio Pagani, Abhinav Mehrotra, Mirco Musolesi
Graph Input Representations for Machine Learning Applications in Urban Network Analysis. CoRR (2019)
Gatis Mikelsons, Abhinav Mehrotra, Mirco Musolesi, Nigel Shadbolt
Evaluating Machine Learning Algorithms for Prediction of the Adverse Valence Index Based on the Photographic Affect Meter. MCSS@MobiSys (2019)
Ella Peltonen, Eemil Lagerspetz, Jonatan Hamberg, Abhinav Mehrotra, Mirco Musolesi, Petteri Nurmi, Sasu Tarkoma
The hidden image of mobile apps: geographic, demographic, and cultural factors in mobile usage. MobileHCI (2018)
Abhinav Mehrotra, Mirco Musolesi
Using Autoencoders to Automatically Extract Mobility Features for Predicting Depressive States. Proc. ACM Interact. Mob. Wearable Ubiquitous Technol. 2 (3) (2018)
Abhinav Mehrotra, Mirco Musolesi
Designing Effective Movement Digital Biomarkers for Unobtrusive Emotional State Mobile Monitoring. DigitalBioMarker@MobiSys (2017)
Abhinav Mehrotra, Sandrine R. Müller, Gabriella M. Harari, Samuel D. Gosling, Cecilia Mascolo, Mirco Musolesi, Peter J. Rentfrow
Understanding the Role of Places and Activities on Mobile Phone Interaction and Usage Patterns. Proc. ACM Interact. Mob. Wearable Ubiquitous Technol. 1 (3) (2017)
Abhinav Mehrotra, Fani Tsapeli, Robert J. Hendley, Mirco Musolesi
MyTraces: Investigating Correlation and Causation between Users' Emotional States and Mobile Phone Interaction. Proc. ACM Interact. Mob. Wearable Ubiquitous Technol. 1 (3) (2017)
Abhinav Mehrotra, Mirco Musolesi
Sensing and Modeling Human Behavior Using Social Media and Mobile Data. CoRR (2017)
Gianni Barlacchi, Christos Perentis, Abhinav Mehrotra, Mirco Musolesi, Bruno Lepri
Are you getting sick? Predicting influenza-like symptoms using human mobility behaviors. EPJ Data Sci. 6 (1) (2017)
Abhinav Mehrotra, Robert J. Hendley, Mirco Musolesi
Interpretable Machine Learning for Mobile Notification Management: An Overview of PrefMiner. GetMobile Mob. Comput. Commun. 21 (2) (2017)
Gatis Mikelsons, Matthew Smith, Abhinav Mehrotra, Mirco Musolesi
Towards Deep Learning Models for Psychological State Prediction using Smartphone Data: Challenges and Opportunities. CoRR (2017)
Sandrine R. Müller, Gabriella M. Harari, Abhinav Mehrotra, Sandra Matz, Poruz Khambatta, Mirco Musolesi, Cecilia Mascolo, Samuel D. Gosling, Peter J. Rentfrow
Using human raters to characterize the psychological characteristics of GPS-based places. UbiComp/ISWC Adjunct (2017)
Abhinav Mehrotra, Mirco Musolesi
Intelligent Notification Systems: A Survey of the State of the Art and Research Challenges. CoRR (2017)
Abhinav Mehrotra, Robert J. Hendley, Mirco Musolesi
PrefMiner: mining user's preferences for intelligent mobile notification management. UbiComp (2016)
Abhinav Mehrotra, Robert J. Hendley, Mirco Musolesi
Towards multi-modal anticipatory monitoring of depressive states through the analysis of human-smartphone interaction. UbiComp Adjunct (2016)
Abhinav Mehrotra, Veljko Pejovic, Jo Vermeulen, Robert J. Hendley, Mirco Musolesi
My Phone and Me: Understanding People's Receptivity to Mobile Notifications. CHI (2016)
Abhinav Mehrotra, Jo Vermeulen, Veljko Pejovic, Mirco Musolesi
Ask, but don't interrupt: the case for interruptibility-aware mobile experience sampling. UbiComp/ISWC Adjunct (2015)
Abhinav Mehrotra, Mirco Musolesi, Robert J. Hendley, Veljko Pejovic
Designing content-driven intelligent notification mechanisms for mobile applications. UbiComp (2015)
Veljko Pejovic, Mirco Musolesi, Abhinav Mehrotra
Investigating The Role of Task Engagement in Mobile Interruptibility. MobileHCI Adjunct (2015)
Veljko Pejovic, Abhinav Mehrotra, Mirco Musolesi
Anticipatory Mobile Digital Health: Towards Personalised Proactive Therapies and Prevention Strategies. CoRR (2015)
Abhinav Mehrotra, Veljko Pejovic, Mirco Musolesi
SenSocial: a middleware for integrating online social networks and mobile sensing data streams. Middleware (2014)

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Publication Activity (10 Years)

Top Topics

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Abhinav Mehrotra