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2020 – today
- 2021
[i9]Jie Lei, Tousif Rahman, Rishad A. Shafik, Adrian Wheeldon, Alex Yakovlev, Ole-Christoffer Granmo, Fahim Kawsar, Akhil Mathur:
Low-Power Audio Keyword Spotting using Tsetlin Machines. CoRR abs/2101.11336 (2021)- [i8]Xinchi Qiu, Titouan Parcollet, Javier Fernández-Marqués, Pedro Porto Buarque de Gusmão, Daniel J. Beutel, Taner Topal, Akhil Mathur, Nicholas D. Lane:
A first look into the carbon footprint of federated learning. CoRR abs/2102.07627 (2021) - 2020
- [j5]Youngjae Chang, Akhil Mathur, Anton Isopoussu, Junehwa Song, Fahim Kawsar:
A Systematic Study of Unsupervised Domain Adaptation for Robust Human-Activity Recognition. Proc. ACM Interact. Mob. Wearable Ubiquitous Technol. 4(1): 39:1-39:30 (2020) - [c44]Luigi De Russis, Neha Kumar, Akhil Mathur:
Data4Good: Designing for Diversity and Development. AVI 2020: 105:1-105:2 - [c43]Akhil Mathur, Fahim Kawsar, Nadia Berthouze, Nicholas D. Lane:
Libri-Adapt: a New Speech Dataset for Unsupervised Domain Adaptation. ICASSP 2020: 7439-7443 - [c42]Akhil Mathur, Nadia Berthouze
, Nicholas D. Lane:
Unsupervised Domain Adaptation Under Label Space Mismatch for Speech Classification. INTERSPEECH 2020: 1271-1275 - [i7]Akhil Mathur, Anton Isopoussu, Fahim Kawsar, Nadia Berthouze, Nicholas D. Lane:
Mic2Mic: Using Cycle-Consistent Generative Adversarial Networks to Overcome Microphone Variability in Speech Systems. CoRR abs/2003.12425 (2020) - [i6]Daniel J. Beutel, Taner Topal, Akhil Mathur, Xinchi Qiu, Titouan Parcollet, Nicholas D. Lane:
Flower: A Friendly Federated Learning Research Framework. CoRR abs/2007.14390 (2020) - [i5]Akhil Mathur, Fahim Kawsar, Nadia Berthouze, Nicholas D. Lane:
Libri-Adapt: A New Speech Dataset for Unsupervised Domain Adaptation. CoRR abs/2009.02814 (2020) - [i4]Xinchi Qiu, Titouan Parcollet, Daniel J. Beutel, Taner Topal, Akhil Mathur, Nicholas D. Lane:
A first look into the carbon footprint of federated learning. CoRR abs/2010.06537 (2020) - [i3]Chongyang Wang, Yuan Gao, Akhil Mathur, Amanda C. de C. Williams, Nicholas D. Lane, Nadia Bianchi-Berthouze:
Leveraging Activity Recognition to Enable Protective Behavior Detection in Continuous Data. CoRR abs/2011.01776 (2020) - [i2]Chulhong Min, Akhil Mathur, Alessandro Montanari, Utku Günay Acer, Fahim Kawsar:
SensiX: A Platform for Collaborative Machine Learning on the Edge. CoRR abs/2012.06035 (2020)
2010 – 2019
- 2019
- [c41]Shin Katayama, Akhil Mathur, Marc Van den Broeck, Tadashi Okoshi, Jin Nakazawa, Fahim Kawsar:
Situation-Aware Emotion Regulation of Conversational Agents with Kinetic Earables. ACII 2019: 725-731 - [c40]Seungchul Lee, Chulhong Min, Alessandro Montanari, Akhil Mathur, Youngjae Chang, Junehwa Song, Fahim Kawsar:
Automatic Smile and Frown Recognition with Kinetic Earables. AH 2019: 25:1-25:4 - [c39]Akhil Mathur, Fahim Kawsar, Nadia Berthouze, Nicholas D. Lane:
A Vision for Adaptive and Generalizable Audio-Sensing Systems. SocialSens@CPSIoTWeek 2019: 43 - [c38]Chulhong Min, Akhil Mathur, Alessandro Montanari, Fahim Kawsar:
An early characterisation of wearing variability on motion signals for wearables. UbiComp 2019: 166-168 - [c37]Chongyang Wang, Temitayo A. Olugbade, Akhil Mathur, Amanda C. de C. Williams, Nicholas D. Lane, Nadia Bianchi-Berthouze:
Recurrent network based automatic detection of chronic pain protective behavior using MoCap and sEMG data. UbiComp 2019: 225-230 - [c36]Akhil Mathur, Anton Isopoussu, Nadia Berthouze, Nicholas D. Lane, Fahim Kawsar:
Unsupervised domain adaptation for robust sensory systems. UbiComp/ISWC Adjunct 2019: 505-509 - [c35]Akhil Mathur, Anton Isopoussu, Fahim Kawsar, Nadia Bianchi-Berthouze, Nicholas D. Lane:
FlexAdapt: Flexible Cycle-Consistent Adversarial Domain Adaptation. ICMLA 2019: 896-901 - [c34]Taesik Gong, Alberto Gil C. P. Ramos, Sourav Bhattacharya, Akhil Mathur, Fahim Kawsar:
AudiDoS: Real-Time Denial-of-Service Adversarial Attacks on Deep Audio Models. ICMLA 2019: 978-985 - [c33]Akhil Mathur, Anton Isopoussu, Fahim Kawsar, Nadia Berthouze, Nicholas D. Lane:
Mic2Mic: using cycle-consistent generative adversarial networks to overcome microphone variability in speech systems. IPSN 2019: 169-180 - [c32]Shin Katayama, Akhil Mathur, Tadashi Okoshi, Jin Nakazawa, Fahim Kawsar:
Situation-Aware Conversational Agent with Kinetic Earables. MobiSys 2019: 657-658 - [c31]Chulhong Min, Alessandro Montanari, Akhil Mathur, Fahim Kawsar:
A closer look at quality-aware runtime assessment of sensing models in multi-device environments. SenSys 2019: 271-284 - [p1]Akhil Mathur, Anton Isopoussu, Fahim Kawsar, Robert Smith, Nadia Berthouze, Nicholas D. Lane:
Towards the Design and Evaluation of Robust Audio-Sensing Systems. Human Activity Sensing 2019: 47-57 - [e1]Fahim Kawsar, Chulhong Min, Akhil Mathur, Ashwin Ashok, Alessandro Montanari:
The 5th ACM Workshop on Wearable Systems and Applications, WearSys@MobiSys 2019, Seoul, Republic of Korea, June 17-21, 2019. ACM 2019, ISBN 978-1-4503-6775-2 [contents] - [i1]Chongyang Wang, Temitayo A. Olugbade, Akhil Mathur, Amanda C. de C. Williams, Nicholas D. Lane, Nadia Bianchi-Berthouze:
Automatic Detection of Protective Behavior in Chronic Pain Physical Rehabilitation: A Recurrent Neural Network Approach. CoRR abs/1902.08990 (2019) - 2018
- [j4]Fahim Kawsar, Chulhong Min, Akhil Mathur, Allesandro Montanari:
Earables for Personal-Scale Behavior Analytics. IEEE Pervasive Comput. 17(3): 83-89 (2018) - [c30]Fahim Kawsar, Chulhong Min, Akhil Mathur, Alessandro Montanari, Utku Günay Acer, Marc Van den Broeck:
eSense: Open Earable Platform for Human Sensing. UbiComp/ISWC Adjunct 2018: 381-383 - [c29]Chulhong Min, Alessandro Montanari, Akhil Mathur, Seungchul Lee, Fahim Kawsar:
Cross-Modal Approach for Conversational Well-being Monitoring with Multi-Sensory Earables. UbiComp/ISWC Adjunct 2018: 706-709 - [c28]Akhil Mathur, Anton Isopoussu, Fahim Kawsar, Robert Smith, Nicholas D. Lane, Nadia Berthouze:
On Robustness of Cloud Speech APIs: An Early Characterization. UbiComp/ISWC Adjunct 2018: 1409-1413 - [c27]Akhil Mathur, Tianlin Zhang, Sourav Bhattacharya, Petar Velickovic, Leonid Joffe, Nicholas D. Lane, Fahim Kawsar, Pietro Liò:
Using deep data augmentation training to address software and hardware heterogeneities in wearable and smartphone sensing devices. IPSN 2018: 200-211 - [c26]Chulhong Min, Akhil Mathur, Fahim Kawsar:
Exploring audio and kinetic sensing on earable devices. WearSys@MobiSys 2018: 5-10 - [c25]Chulhong Min, Akhil Mathur, Fahim Kawsar:
Audio-Kinetic Model for Automatic Dietary Monitoring with Earable Devices. MobiSys 2018: 517 - [c24]Fahim Kawsar, Chulhong Min, Akhil Mathur, Marc Van den Broeck, Utku Günay Acer, Claudio Forlivesi:
eSense: Earable Platform for Human Sensing. MobiSys 2018: 541 - [c23]Fahim Kawsar, Chulhong Min, Akhil Mathur, Alessandro Montanari, Utku Günay Acer, Marc Van den Broeck:
eSense: Open Earable Platform for Human Sensing. SenSys 2018: 371-372 - 2017
- [j3]Akhil Mathur, Lakshmi Manasa Kalanadhabhatta, Rahul Majethia, Fahim Kawsar:
Moving Beyond Market Research: Demystifying Smartphone User Behavior in India. Proc. ACM Interact. Mob. Wearable Ubiquitous Technol. 1(3): 82:1-82:27 (2017) - [j2]Nicholas D. Lane, Sourav Bhattacharya, Akhil Mathur, Petko Georgiev, Claudio Forlivesi, Fahim Kawsar:
Squeezing Deep Learning into Mobile and Embedded Devices. IEEE Pervasive Comput. 16(3): 82-88 (2017) - [c22]Akhil Mathur, Fahim Kawsar:
Towards cognitive awareness: a mobile context modeling- and notification-based approach. UbiComp/ISWC Adjunct 2017: 977-981 - [c21]Lakshmi Manasa Kalanadhabhatta, Akhil Mathur, Rahul Majethia, Fahim Kawsar:
Application overchoice: preliminary lessons from a longitudinal study. UbiComp/ISWC Adjunct 2017: 982-987 - [c20]Akhil Mathur, Nicholas D. Lane, Sourav Bhattacharya, Aidan Boran, Claudio Forlivesi, Fahim Kawsar:
DeepEye: Resource Efficient Local Execution of Multiple Deep Vision Models using Wearable Commodity Hardware. MobiSys 2017: 68-81 - 2016
- [c19]Alessandro Montanari, Afra J. Mashhadi, Akhil Mathur, Fahim Kawsar:
Understanding the Privacy Design Space for Personal Connected Objects. BCS HCI 2016 - [c18]Afra J. Mashhadi, Fahim Kawsar, Akhil Mathur, Casey Dugan, N. Shami:
Let's Talk About the Quantified Workplace. CSCW Companion 2016: 522-528 - [c17]Akhil Mathur, Nicholas D. Lane, Fahim Kawsar:
Engagement-aware computing: modelling user engagement from mobile contexts. UbiComp 2016: 622-633 - [c16]Afra J. Mashhadi, Akhil Mathur, Marc Van den Broeck, Geert Vanderhulst, Fahim Kawsar:
Understanding the impact of personal feedback on face-to-face interactions in the workplace. ICMI 2016: 362-369 - [c15]Afra J. Mashhadi, Akhil Mathur, Marc Van den Broeck, Geert Vanderhulst, Marc Godon, Fahim Kawsar:
A case study on capturing and visualising face-to-face interactions in the workplace. MobileHCI Adjunct 2016: 575-584 - [c14]Nicholas D. Lane, Sourav Bhattacharya, Akhil Mathur, Claudio Forlivesi, Fahim Kawsar:
DXTK: Enabling Resource-efficient Deep Learning on Mobile and Embedded Devices with the DeepX Toolkit. MobiCASE 2016: 98-107 - [c13]Akhil Mathur, Fahim Kawsar:
The Need to Account for Geographical Diversities in Mobile Data Research. MobiData@MobiSys 2016: 7-11 - 2015
- [c12]Akhil Mathur, Marc Van den Broeck, Geert Vanderhulst, Afra J. Mashhadi, Fahim Kawsar:
Tiny habits in the giant enterprise: understanding the dynamics of a quantified workplace. UbiComp 2015: 577-588 - [c11]Akhil Mathur, Marc Van den Broeck, Geert Vanderhulst, Afra J. Mashhadi, Fahim Kawsar:
Quantified Workplace: Opportunities and Challenges. WPA@MobiSys 2015: 37-41 - 2014
- [c10]Afra J. Mashhadi, Akhil Mathur, Fahim Kawsar:
The myth of subtle notifications. UbiComp Adjunct 2014: 111-114 - 2013
- [j1]Neha Kumar, Akhil Mathur, Siddhartha Lal:
Banking 101: Mobile-izing Financial Inclusion in an Emerging India. Bell Labs Tech. J. 17(4): 37-41 (2013) - [c9]Akhil Mathur, Shivam Agarwal, Sharad Jaiswal:
Exploring playback and recording of web-based audio media on low-end feature phones. ACM DEV (3) 2013: 13:1-13:9 - [c8]Akhil Mathur, Sharad Jaiswal:
Exploring the interplay between community media and mobile web in developing regions. Mobile HCI 2013: 318-327 - 2012
- [c7]Akhil Mathur, Anirban Majumder, Samik Datta, Sreedal Menon, Shipra Malhotra, Ankur Dahiya:
LifeView: a lifelog visualization tool for supporting sentimental recall and sharing. OZCHI 2012: 371-380 - [c6]Navkar Samdaria, Akhil Mathur, Ravin Balakrishnan:
Paying in Kind for Crowdsourced Work in Developing Regions. Pervasive 2012: 343-360 - 2011
- [c5]Akhil Mathur, Divya Ramachandran, Edward Cutrell, Ravin Balakrishnan:
An exploratory study on the use of camera phones and pico projectors in rural India. Mobile HCI 2011: 347-356
2000 – 2009
- 2009
- [c4]Matthew Kam, Akhil Mathur, Anuj Kumar, John F. Canny:
Designing digital games for rural children: a study of traditional village games in India. CHI 2009: 31-40 - [c3]Matthew Kam, Anuj Kumar, Shirley Jain, Akhil Mathur, John F. Canny:
Improving literacy in rural India: cellphone games in an after-school program. ICTD 2009: 139-149 - 2008
- [c2]Matthew Kam, Aishvarya Agarwal, Anuj Kumar, Siddhartha Lal, Akhil Mathur, Anuj Tewari, John F. Canny:
Designing e-learning games for rural children in India: a format for balancing learning with fun. Conference on Designing Interactive Systems 2008: 58-67 - 2007
- [c1]Matthew Kam, Siddharth Bhagwani, Anuj Kumar, Siddhartha Lal, Akhil Mathur, Anuj Tewari, John F. Canny:
The social complexities of user-centered design in ICTD: Experiences from four schools in India's villages and slums. ICTD 2007: 1-6
Coauthor Index
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