Abhinav Mehrotra

56 papers A* 6A 5B 4Misc 2Journal 30Unranked 7

Year	Rank	Type	Title / Venue / Authors
2026	J	`jnl`	MarcoPolo: A Zero-Permission Attack for Location Type Inference from the Magnetic Field using Mobile Devices. CoRR Beatrice Perez, Abhinav Mehrotra, Mirco Musolesi
2026	J	`jnl`	NanoFLUX: Distillation-Driven Compression of Large Text-to-Image Generation Models for Mobile Devices. CoRR Ruchika Chavhan, Malcolm Chadwick, Alberto Gil Couto Pimentel Ramos, Luca Morreale, Mehdi Noroozi, Abhinav Mehrotra
2026	J	`jnl`	RFDM: Residual Flow Diffusion Model for Efficient Causal Video Editing. CoRR Mohammadreza Salehi, Mehdi Noroozi, Luca Morreale, Ruchika Chavhan, Malcolm Chadwick, Alberto Gil C. P. Ramos, Abhinav Mehrotra
2025	J	`jnl`	EDiT: Efficient Diffusion Transformers with Linear Compressed Attention. CoRR Philipp Becker, Abhinav Mehrotra, Ruchika Chavhan, Malcolm Chadwick, Luca Morreale, Mehdi Noroozi, Alberto Gil C. P. Ramos, Sourav Bhattacharya
2025	J	`jnl`	Efficient High-Resolution Image Editing with Hallucination-Aware Loss and Adaptive Tiling. CoRR Young D. Kwon, Abhinav Mehrotra, Malcolm Chadwick, Alberto Gil C. P. Ramos, Sourav Bhattacharya
2025	J	`jnl`	Fast Sampling Through The Reuse Of Attention Maps In Diffusion Models. Int. J. Comput. Vis. Rosco Hunter, Lukasz Dudziak, Mohamed S. Abdelfattah, Abhinav Mehrotra, Sourav Bhattacharya, Hongkai Wen
2025	J	`jnl`	FraQAT: Quantization Aware Training with Fractional bits. CoRR Luca Morreale, Alberto Gil C. P. Ramos, Malcolm Chadwick, Mehid Noroozi, Ruchika Chavhan, Abhinav Mehrotra, Sourav Bhattacharya
2025	J	`jnl`	Guidance Free Image Editing via Explicit Conditioning. CoRR Mehdi Noroozi, Alberto Gil C. P. Ramos, Luca Morreale, Ruchika Chavhan, Malcolm Chadwick, Abhinav Mehrotra, Sourav Bhattacharya
2025	A*	`conf`	Upcycling Text-to-Image Diffusion Models for Multi-Task Capabilities. ICML Ruchika Chavhan, Abhinav Mehrotra, Malcolm Chadwick, Alberto Gil Couto Pimentel Ramos, Luca Morreale, Mehdi Noroozi, Sourav Bhattacharya
2025	J	`jnl`	Upcycling Text-to-Image Diffusion Models for Multi-Task Capabilities. CoRR Ruchika Chavhan, Abhinav Mehrotra, Malcolm Chadwick, Alberto Gil C. P. Ramos, Luca Morreale, Mehdi Noroozi, Sourav Bhattacharya
2024	J	`jnl`	Fast Inference Through The Reuse Of Attention Maps In Diffusion Models. CoRR Rosco Hunter, Lukasz Dudziak, Mohamed S. Abdelfattah, Abhinav Mehrotra, Sourav Bhattacharya, Hongkai Wen
2024	—	`conf`	MarcoPolo: A Zero-Permission Attack for Location Type Inference from the Magnetic Field Using Mobile Devices. CANS (2) Beatrice Perez, Abhinav Mehrotra, Mirco Musolesi
2024	A*	`conf`	Towards Neural Architecture Search through Hierarchical Generative Modeling. ICML Lichuan Xiang, Lukasz Dudziak, Mohamed S. Abdelfattah, Abhinav Mehrotra, Nicholas Donald Lane, Hongkai Wen
2023	J	`jnl`	How Much Is Hidden in the NAS Benchmarks? Few-Shot Adaptation of a NAS Predictor. CoRR Hrushikesh Loya, Lukasz Dudziak, Abhinav Mehrotra, Royson Lee, Javier Fernández-Marqués, Nicholas D. Lane, Hongkai Wen
2022	A*	`conf`	Conditioning Sequence-to-sequence Networks with Learned Activations. ICLR Alberto Gil Couto Pimentel Ramos, Abhinav Mehrotra, Nicholas Donald Lane, Sourav Bhattacharya
2022	A	`conf`	Federated Self-supervised Speech Representations: Are We There Yet? INTERSPEECH Yan Gao, Javier Fernández-Marqués, Titouan Parcollet, Abhinav Mehrotra, Nicholas D. Lane
2022	J	`jnl`	Federated Self-supervised Speech Representations: Are We There Yet? CoRR Yan Gao, Javier Fernández-Marqués, Titouan Parcollet, Abhinav Mehrotra, Nicholas D. Lane
2022	B	`conf`	Handling Missing Data For Sleep Monitoring Systems. ACII Shkurta Gashi, Lidia Alecci, Martin Gjoreski, Elena Di Lascio, Abhinav Mehrotra, Mirco Musolesi, Maike E. Debus, Francesca Gasparini, Silvia Santini
2021	J	`jnl`	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. Seyma Kucukozer Cavdar, Tugba Taskaya-Temizel, Abhinav Mehrotra, Mirco Musolesi, Peter Tino
2021	J	`jnl`	FutureWare: Designing a Middleware for Anticipatory Mobile Computing. IEEE Trans. Software Eng. Abhinav Mehrotra, Veljko Pejovic, Mirco Musolesi
2021	J	`jnl`	Inferring Facing Direction from Voice Signals. CoRR Yu-Lin Wei, Rui Li, Abhinav Mehrotra, Romit Roy Choudhury, Nicholas D. Lane
2021	A*	`conf`	NAS-Bench-ASR: Reproducible Neural Architecture Search for Speech Recognition. ICLR Abhinav Mehrotra, Alberto Gil C. P. Ramos, Sourav Bhattacharya, Lukasz Dudziak, Ravichander Vipperla, Thomas Chau, Mohamed S. Abdelfattah, Samin Ishtiaq, Nicholas Donald Lane
2021	J	`jnl`	Smart at what cost? Characterising Mobile Deep Neural Networks in the wild. CoRR Mário Almeida, Stefanos Laskaridis, Abhinav Mehrotra, Lukasz Dudziak, Ilias Leontiadis, Nicholas D. Lane
2021	A	`conf`	Smart at what cost?: characterising mobile deep neural networks in the wild. Internet Measurement Conference Mário Almeida, Stefanos Laskaridis, Abhinav Mehrotra, Lukasz Dudziak, Ilias Leontiadis, Nicholas D. Lane
2021	A*	`conf`	Zero-Cost Proxies for Lightweight NAS. ICLR Mohamed S. Abdelfattah, Abhinav Mehrotra, Lukasz Dudziak, Nicholas Donald Lane
2021	J	`jnl`	Zero-Cost Proxies for Lightweight NAS. CoRR Mohamed S. Abdelfattah, Abhinav Mehrotra, Lukasz Dudziak, Nicholas D. Lane
2020	J	`jnl`	Bunched LPCNet : Vocoder for Low-cost Neural Text-To-Speech Systems. CoRR Ravichander Vipperla, Sangjun Park, Kihyun Choo, Samin Ishtiaq, Kyoungbo Min, Sourav Bhattacharya, Abhinav Mehrotra, Alberto Gil C. P. Ramos, Nicholas D. Lane
2020	A	`conf`	Bunched LPCNet: Vocoder for Low-Cost Neural Text-To-Speech Systems. INTERSPEECH Ravichander Vipperla, Sangjun Park, Kihyun Choo, Samin Ishtiaq, Kyoungbo Min, Sourav Bhattacharya, Abhinav Mehrotra, Alberto Gil C. P. Ramos, Nicholas D. Lane
2020	—	`book`	Intelligent Notification Systems Abhinav Mehrotra, Mirco Musolesi
2020	A	`conf`	Iterative Compression of End-to-End ASR Model Using AutoML. INTERSPEECH 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
2020	J	`jnl`	Iterative Compression of End-to-End ASR Model using AutoML. CoRR 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
2020	B	`conf`	PokeME: Applying Context-Driven Notifications to Increase Worker Engagement in Mobile Crowd-sourcing. CHIIR Thivya Kandappu, Abhinav Mehrotra, Archan Misra, Mirco Musolesi, Shih-Fen Cheng, Lakmal Meegahapola
2020	J	`jnl`	Quantifying the Relationships between Everyday Objects and Emotional States through Deep Learning Based Image Analysis Using Smartphones. Proc. ACM Interact. Mob. Wearable Ubiquitous Technol. Victor-Alexandru Darvariu, Laura Convertino, Abhinav Mehrotra, Mirco Musolesi
2019	—	`conf`	Evaluating Machine Learning Algorithms for Prediction of the Adverse Valence Index Based on the Photographic Affect Meter. MCSS@MobiSys Gatis Mikelsons, Abhinav Mehrotra, Mirco Musolesi, Nigel Shadbolt
2019	J	`jnl`	Graph Input Representations for Machine Learning Applications in Urban Network Analysis. CoRR Alessio Pagani, Abhinav Mehrotra, Mirco Musolesi
2019	B	`conf`	NotifyMeHere: Intelligent Notification Delivery in Multi-Device Environments. CHIIR Abhinav Mehrotra, Robert J. Hendley, Mirco Musolesi
2018	B	`conf`	The hidden image of mobile apps: geographic, demographic, and cultural factors in mobile usage. MobileHCI Ella Peltonen, Eemil Lagerspetz, Jonatan Hamberg, Abhinav Mehrotra, Mirco Musolesi, Petteri Nurmi, Sasu Tarkoma
2018	J	`jnl`	Using Autoencoders to Automatically Extract Mobility Features for Predicting Depressive States. Proc. ACM Interact. Mob. Wearable Ubiquitous Technol. Abhinav Mehrotra, Mirco Musolesi
2017	—	`—`	A framework for intelligent mobile notifications. Abhinav Mehrotra
2017	J	`jnl`	Are you getting sick? Predicting influenza-like symptoms using human mobility behaviors. EPJ Data Sci. Gianni Barlacchi, Christos Perentis, Abhinav Mehrotra, Mirco Musolesi, Bruno Lepri
2017	—	`conf`	Designing Effective Movement Digital Biomarkers for Unobtrusive Emotional State Mobile Monitoring. DigitalBioMarker@MobiSys Abhinav Mehrotra, Mirco Musolesi
2017	J	`jnl`	Intelligent Notification Systems: A Survey of the State of the Art and Research Challenges. CoRR Abhinav Mehrotra, Mirco Musolesi
2017	J	`jnl`	Interpretable Machine Learning for Mobile Notification Management: An Overview of PrefMiner. GetMobile Mob. Comput. Commun. Abhinav Mehrotra, Robert J. Hendley, Mirco Musolesi
2017	J	`jnl`	MyTraces: Investigating Correlation and Causation between Users' Emotional States and Mobile Phone Interaction. Proc. ACM Interact. Mob. Wearable Ubiquitous Technol. Abhinav Mehrotra, Fani Tsapeli, Robert J. Hendley, Mirco Musolesi
2017	J	`jnl`	Sensing and Modeling Human Behavior Using Social Media and Mobile Data. CoRR Abhinav Mehrotra, Mirco Musolesi
2017	J	`jnl`	Towards Deep Learning Models for Psychological State Prediction using Smartphone Data: Challenges and Opportunities. CoRR Gatis Mikelsons, Matthew Smith, Abhinav Mehrotra, Mirco Musolesi
2017	J	`jnl`	Understanding the Role of Places and Activities on Mobile Phone Interaction and Usage Patterns. Proc. ACM Interact. Mob. Wearable Ubiquitous Technol. Abhinav Mehrotra, Sandrine R. Müller, Gabriella M. Harari, Samuel D. Gosling, Cecilia Mascolo, Mirco Musolesi, Peter J. Rentfrow
2017	—	`conf`	Using human raters to characterize the psychological characteristics of GPS-based places. UbiComp/ISWC Adjunct Sandrine R. Müller, Gabriella M. Harari, Abhinav Mehrotra, Sandra C. Matz, Poruz Khambatta, Mirco Musolesi, Cecilia Mascolo, Samuel D. Gosling, Peter J. Rentfrow
2016	A*	`conf`	My Phone and Me: Understanding People's Receptivity to Mobile Notifications. CHI Abhinav Mehrotra, Veljko Pejovic, Jo Vermeulen, Robert J. Hendley, Mirco Musolesi
2016	Misc	`conf`	PrefMiner: mining user's preferences for intelligent mobile notification management. UbiComp Abhinav Mehrotra, Robert J. Hendley, Mirco Musolesi
2016	—	`conf`	Towards multi-modal anticipatory monitoring of depressive states through the analysis of human-smartphone interaction. UbiComp Adjunct Abhinav Mehrotra, Robert J. Hendley, Mirco Musolesi
2015	J	`jnl`	Anticipatory Mobile Digital Health: Towards Personalised Proactive Therapies and Prevention Strategies. CoRR Veljko Pejovic, Abhinav Mehrotra, Mirco Musolesi
2015	—	`conf`	Ask, but don't interrupt: the case for interruptibility-aware mobile experience sampling. UbiComp/ISWC Adjunct Abhinav Mehrotra, Jo Vermeulen, Veljko Pejovic, Mirco Musolesi
2015	Misc	`conf`	Designing content-driven intelligent notification mechanisms for mobile applications. UbiComp Abhinav Mehrotra, Mirco Musolesi, Robert J. Hendley, Veljko Pejovic
2015	—	`conf`	Investigating The Role of Task Engagement in Mobile Interruptibility. MobileHCI Adjunct Veljko Pejovic, Mirco Musolesi, Abhinav Mehrotra
2014	A	`conf`	SenSocial: a middleware for integrating online social networks and mobile sensing data streams. Middleware Abhinav Mehrotra, Veljko Pejovic, Mirco Musolesi