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Akshay Uttama Nambi
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- affiliation: Microsoft Research, India
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2020 – today
- 2024
- [i11]Somnath Kumar, Yash Gadhia, Tanuja Ganu, Akshay Nambi:
MMCTAgent: Multi-modal Critical Thinking Agent Framework for Complex Visual Reasoning. CoRR abs/2405.18358 (2024) - [i10]Somnath Kumar, Vaibhav Balloli, Mercy Ranjit
, Kabir Ahuja, Tanuja Ganu, Sunayana Sitaram, Kalika Bali, Akshay Nambi:
Bridging the Gap: Dynamic Learning Strategies for Improving Multilingual Performance in LLMs. CoRR abs/2405.18359 (2024) - [i9]Eshaan Agarwal, Vivek Dani, Tanuja Ganu, Akshay Nambi:
PromptWizard: Task-Aware Agent-driven Prompt Optimization Framework. CoRR abs/2405.18369 (2024) - [i8]Joykirat Singh, Akshay Nambi, Vibhav Vineet:
Exposing the Achilles' Heel: Evaluating LLMs Ability to Handle Mistakes in Mathematical Reasoning. CoRR abs/2406.10834 (2024) - [i7]Hengyi Wang, Haizhou Shi, Shiwei Tan, Weiyi Qin, Wenyuan Wang, Tunyu Zhang, Akshay Nambi, Tanuja Ganu, Hao Wang:
Multimodal Needle in a Haystack: Benchmarking Long-Context Capability of Multimodal Large Language Models. CoRR abs/2406.11230 (2024) - [i6]Nemin Wu, Qian Cao, Zhangyu Wang, Zeping Liu, Yanlin Qi, Jielu Zhang, Joshua Ni, Xiaobai Yao, Hongxu Ma, Lan Mu, Stefano Ermon, Tanuja Ganu, Akshay Nambi, Ni Lao, Gengchen Mai:
TorchSpatial: A Location Encoding Framework and Benchmark for Spatial Representation Learning. CoRR abs/2406.15658 (2024) - [i5]Namita Singh, Jacqueline Wang'ombe, Nereah Okanga, Tetyana Zelenska, Jona Repishti, Jayasankar G. K, Sanjeev Mishra, Rajsekar Manokaran, Vineet Singh, Mohammed Irfan Rafiq, Rikin Gandhi, Akshay Nambi:
Farmer.Chat: Scaling AI-Powered Agricultural Services for Smallholder Farmers. CoRR abs/2409.08916 (2024) - 2023
- [c38]Kabir Ahuja, Harshita Diddee, Rishav Hada, Millicent Ochieng, Krithika Ramesh, Prachi Jain, Akshay Uttama Nambi, Tanuja Ganu, Sameer Segal, Mohamed Ahmed, Kalika Bali, Sunayana Sitaram:
MEGA: Multilingual Evaluation of Generative AI. EMNLP 2023: 4232-4267 - [c37]Tanmaey Gupta
Verified Telemetry: A General, Easy to use, Scalable and Robust Fault Detection SDK for IoT Sensors. IoTDI 2023: 381-395 - [c36]Anurag Ghosh, Vaibhav Balloli, Akshay Nambi, Aditya Singh, Tanuja Ganu:
Chanakya: Learning Runtime Decisions for Adaptive Real-Time Perception. NeurIPS 2023 - [c35]Tanmaey Gupta
PressureML: Modelling Pressure Waves to Generate Large-Scale Water-Usage Insights in Buildings. BuildSys@SenSys 2023: 463-467 - [i4]Akshay Uttama Nambi, Vaibhav Balloli, Mercy Prasanna Ranjit, Tanuja Ganu, Kabir Ahuja, Sunayana Sitaram, Kalika Bali:
Breaking Language Barriers with a LEAP: Learning Strategies for Polyglot LLMs. CoRR abs/2305.17740 (2023) - 2022
- [c34]Millend Roy, Akshay Uttama Nambi, Anupam Sobti, Tanuja Ganu, Shivkumar Kalyanaraman, Shankar Akella, Jaya Subha Devi, S. A. Sundaresan:
Reliable Energy Consumption Modeling for an Electric Vehicle Fleet. COMPASS 2022: 29-44 - 2021
- [j13]Girish Vaidya
Towards generating a reliable device-specific identifier for IoT devices. Pervasive Mob. Comput. 76: 101445 (2021) - [c33]Sumukh Marathe, Akshay Nambi, Manohar Swaminathan, Ronak Sutaria:
CurrentSense: A novel approach for fault and drift detection in environmental IoT sensors. IoTDI 2021: 93-105 - [c32]Arjun Tambe, Akshay Nambi, Sumukh Marathe:
Is your smoke detector working properly?: robust fault tolerance approaches for smoke detectors. MobiSys 2021: 310-322 - [c31]Ashish Kashinath, Sibin Mohan
PIRMedic: physics-driven fault diagnosis for PIR sensors. BuildSys@SenSys 2021: 71-80 - [c30]M. R. Ahan, Akshay Nambi, Tanuja Ganu, Dhananjay Nahata, Shivkumar Kalyanaraman:
AI-assisted Cell-Level Fault Detection and Localization in Solar PV Electroluminescence Images. SenSys 2021: 485-491 - [i3]Anurag Ghosh
Adaptive Streaming Perception using Deep Reinforcement Learning. CoRR abs/2106.05665 (2021) - 2020
- [j12]Ishani Janveja, Akshay Uttama Nambi, Shruthi Bannur, Sanchit Gupta, Venkat N. Padmanabhan:
InSight: Monitoring the State of the Driver in Low-Light Using Smartphones. Proc. ACM Interact. Mob. Wearable Ubiquitous Technol. 4(3): 83:1-83:29 (2020) - [j11]Isha Dua
Evaluation and Visualization of Driver Inattention Rating From Facial Features. IEEE Trans. Biom. Behav. Identity Sci. 2(2): 98-108 (2020) - [j10]Ravi Bhandari
Driving Lane Detection on Smartphones using Deep Neural Networks. ACM Trans. Sens. Networks 16(1): 2:1-2:22 (2020) - [c29]Nikos Kouvelas, R. Venkatesha Prasad
Efficient Power Sharing at the Edge by Building a Tangible Micro-Grid - the Texas Case. ICC 2020: 1-6 - [c28]Girish Vaidya
IoT-ID: A Novel Device-Specific Identifier Based on Unique Hardware Fingerprints. IoTDI 2020: 189-202 - [c27]Sumukh Marathe, Akshay Nambi, Nishant Shrivastava, Manohar Swaminathan, Ronak Sutaria:
Fault diagnosis system for low-cost air pollution sensors: demo abstract. SenSys 2020: 611-612
2010 – 2019
- 2019
- [c26]Aditya Jain, Zerina Kapetanovic
Low-cost aerial imaging for small holder farmers. COMPASS 2019: 41-51 - [c25]Isha Dua, Akshay Uttama Nambi, C. V. Jawahar
AutoRate: How attentive is the driver? FG 2019: 1-8 - [c24]Akshay Uttama Nambi, Ishit Mehta, Anurag Ghosh
ALT: towards automating driver license testing using smartphones. SenSys 2019: 29-42 - [c23]Anurag Ghosh
Smartphone-based driver license testing: demo abstract. SenSys 2019: 400-401 - 2018
- [j9]Akshay Uttama Nambi, Aditya Virmani, Venkata N. Padmanabhan:
FarSight: A Smartphone-based Vehicle Ranging System. Proc. ACM Interact. Mob. Wearable Ubiquitous Technol. 2(4): 181:1-181:22 (2018) - [c22]Bontor Humala, S. N. Akshay Uttama Nambi, R. Venkatesha Prasad:
UniversalNILM: A Semi-supervised Energy Disaggregation Framework using General Appliance Models. e-Energy 2018: 223-229 - [c21]Sundararajan Renganathan, Venkata N. Padmanabhan, Akshay Uttama Nambi:
Rethinking Networking for "Five Computers". HotNets 2018: 92-98 - [c20]Johnny Verhoeff, S. N. Akshay Uttama Nambi, Marco Antonio Zúñiga Zamalloa
Monitoring LED Lights with Current Signatures. INFOCOM 2018: 342-350 - [c19]S. N. Akshay Uttama Nambi, R. Venkatesha Prasad
PEAT, how much am i burning? MMSys 2018: 316-327 - [c18]S. N. Akshay Uttama Nambi, Shruthi Bannur, Ishit Mehta, Harshvardhan Kalra, Aditya Virmani, Venkata N. Padmanabhan, Ravi Bhandari
Demo: HAMS: Driver and Driving Monitoring using a Smartphone. MobiCom 2018: 840-842 - [c17]Ravi Bhandari
DeepLane: camera-assisted GPS for driving lane detection. BuildSys@SenSys 2018: 73-82 - [c16]Tusher Chakraborty, Akshay Uttama Nambi, Ranveer Chandra, Rahul Sharma, Manohar Swaminathan, Zerina Kapetanovic, Jonathan Appavoo:
Fall-curve: A novel primitive for IoT Fault Detection and Isolation. SenSys 2018: 95-107 - [c15]Tusher Chakraborty, Akshay Uttama Nambi, Ranveer Chandra, Rahul Sharma, Manohar Swaminathan, Zerina Kapetanovic:
Sensor Identification and Fault Detection in IoT Systems. SenSys 2018: 375-376 - 2017
- [j8]S. N. Akshay Uttama Nambi, Angga Irawan, Arif Nurhidayat, Bontor Humala, Tubagus Rizky Dharmawan:
Predicting Room-Level Occupancy Using Smart-Meter Data. Int. J. Distributed Syst. Technol. 8(4): 1-16 (2017) - [j7]S. N. Akshay Uttama Nambi, R. Venkatesha Prasad
Decentralized Energy Demand Regulation in Smart Homes. IEEE Trans. Green Commun. Netw. 1(3): 372-380 (2017) - [c14]S. N. Akshay Uttama Nambi, Luis Gonzalez, R. Venkatesha Prasad:
CoachMe: Activity Recognition using Wearable Devices for Human Augmentation. EWSN 2017: 174-179 - [c13]Vivek Yenamandra, S. N. Akshay Uttama Nambi, Venkat N. Padmanabhan, Vishnu Navda, Kannan Srinivasan:
CamMirror: Single-Camera-based Distance Estimation for Physical Analytics Applications. WPA@MobiSys 2017: 25-30 - 2016
- [j6]S. N. Akshay Uttama Nambi, R. Venkatesha Prasad
Toward the Development of a Techno-Social Smart Grid. IEEE Commun. Mag. 54(11): 202-209 (2016) - [j5]S. N. Akshay Uttama Nambi, Evangelos Pournaras, R. Venkatesha Prasad
Temporal Self-Regulation of Energy Demand. IEEE Trans. Ind. Informatics 12(3): 1196-1205 (2016) - [c12]Chayan Sarkar, S. N. Akshay Uttama Nambi, R. Venkatesha Prasad:
iLTC: Achieving Individual Comfort in Shared Spaces. EWSN 2016: 65-76 - [c11]S. N. Akshay Uttama Nambi, Antonio Reyes Lua, R. Venkatesha Prasad
Decentralized Energy Demand Regulation in Smart Homes. GLOBECOM 2016: 1-7 - 2015
- [j4]Chayan Sarkar
DIAT: A Scalable Distributed Architecture for IoT. IEEE Internet Things J. 2(3): 230-239 (2015) - [c10]S. N. Akshay Uttama Nambi, Antonio Reyes Lua, R. Venkatesha Prasad
LocED: Location-aware Energy Disaggregation Framework. BuildSys@SenSys 2015: 45-54 - [c9]Chayan Sarkar, S. N. Akshay Uttama Nambi, R. Venkatesha Prasad
Poster Abstract: Learning Individual Preferences for Energy-Efficiency and Comfortable Living. BuildSys@SenSys 2015: 115-116 - 2014
- [j3]Vijay S. Rao, S. N. Akshay Uttama Nambi, R. Venkatesha Prasad, Ignas G. Niemegeers:
On systems generating context triggers through energy harvesting. IEEE Commun. Mag. 52(6): 70-77 (2014) - [c8]Akshay Uttama Nambi Srirangam Narashiman, Matteo Vasirani, R. Venkatesha Prasad, Karl Aberer:
A cost-benefit analysis of data processing architectures for the smart grid. WiMobCity@MobiHoc 2014: 91-100 - [c7]Chayan Sarkar, S. N. Akshay Uttama Nambi, R. Venkatesha Prasad, Abdur Rahim Biswas:
A scalable distributed architecture towards unifying IoT applications. WF-IoT 2014: 508-513 - [c6]S. N. Akshay Uttama Nambi, Chayan Sarkar, R. Venkatesha Prasad, Abdur Rahim Biswas:
A unified semantic knowledge base for IoT. WF-IoT 2014: 575-580 - [i2]S. N. Akshay Uttama Nambi, Prabhakar T. Venkata, R. Venkatesha Prasad, Jamadagni H. S:
Zero Energy Network stack for Energy Harvested WSNs. CoRR abs/1404.7330 (2014) - 2013
- [c5]Tamma V. Prabhakar, S. N. Akshay Uttama Nambi, Madhuri Iyer, H. S. Jamadagni, R. Venkatesha Prasad, Ignas G. Niemegeers:
An implementation study of relay selection schemes for energy harvesting WSNs. CCNC 2013: 733-736 - [c4]S. N. Akshay Uttama Nambi, Thanasis G. Papaioannou
Sustainable energy consumption monitoring in residential settings. INFOCOM Workshops 2013: 1-6 - [c3]S. N. Akshay Uttama Nambi, Thanasis G. Papaioannou
Sustainable energy consumption monitoring in residential settings. INFOCOM 2013: 3177-3182 - 2012
- [j2]Prabhakar T. Venkata, S. N. Akshay Uttama Nambi, R. Venkatesha Prasad, Ignas G. Niemegeers:
Bond Graph Modeling for Energy-Harvesting Wireless Sensor Networks. Computer 45(9): 31-38 (2012) - [c2]Tamma V. Prabhakar, R. Venkatesha Prasad, S. N. Akshay Uttama Nambi, H. S. Jamadagni, Ignas G. Niemegeers:
Smart network interface selection for E-DTNs. CCNC 2012: 290-294 - [c1]Tamma V. Prabhakar, S. N. Akshay Uttama Nambi, R. Venkatesha Prasad, S. Shilpa, Prakruthi Keshavamurthy, Ignas G. Niemegeers:
A Distributed Smart Application for Solar Powered WSNs. Networking (2) 2012: 291-303 - 2011
- [i1]Tamma V. Prabhakar, S. N. Akshay Uttama Nambi, H. S. Jamadagni:
E-DTN : A Multi-Interface Energy DTN Gateway. CoRR abs/1107.3294 (2011) - 2010
- [j1]Tamma V. Prabhakar, S. N. Akshay Uttama Nambi, H. S. Jamadagni, Krishna Swaroop, R. Venkatesha Prasad, Ignas G. Niemegeers:
A novel DTN based energy neutral transfer scheme for energy harvested WSN Gateways. SIGMETRICS Perform. Evaluation Rev. 38(3): 71-75 (2010)
Coauthor Index
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