Somali Chaterji | DeepAI

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∙ 12/24/2021

Virtuoso: Video-based Intelligence for real-time tuning on SOCs

Efficient and adaptive computer vision systems have been proposed to mak...

7 Jayoung Lee, et al. ∙

∙ 12/19/2021

Lerna: Transformer Architectures for Configuring Error Correction Tools for Short- and Long-Read Genome Sequencing

Sequencing technologies are prone to errors, making error correction (EC...

9 Atul Sharma, et al. ∙

∙ 10/19/2021

TESSERACT: Gradient Flip Score to Secure Federated Learning Against Model Poisoning Attacks

Federated learning—multi-party, distributed learning in a decentralized ...

9 Atul Sharma, et al. ∙

∙ 10/04/2021

ORPHEUS: Living Labs for End-to-End Data Infrastructures for Digital Agriculture

IoT networks are being used to collect, analyze, and utilize sensor data...

0 Pengcheng Wang, et al. ∙

∙ 07/18/2021

Federated Action Recognition on Heterogeneous Embedded Devices

Federated learning allows a large number of devices to jointly learn a m...

4 Pranjal Jain, et al. ∙

∙ 07/11/2021

Ambrosia: Reduction in Data Transfer from Sensor to Server for Increased Lifetime of IoT Sensor Nodes

Data transmission accounts for significant energy consumption in wireles...

0 Shikhar Suryavansh, et al. ∙

∙ 12/09/2020

JANUS: Benchmarking Commercial and Open-Source Cloud and Edge Platforms for Object and Anomaly Detection Workloads

With diverse IoT workloads, placing compute and analytics close to where...

7 Karthick Shankar, et al. ∙

∙ 10/21/2020

ApproxDet: Content and Contention-Aware Approximate Object Detection for Mobiles

Advanced video analytic systems, including scene classification and obje...

6 Ran Xu, et al. ∙

∙ 06/22/2020

Hybrid Low-Power Wide-Area Mesh Network for IoT Applications

The recent advancement of the Internet of Things (IoT) enables the possi...

0 Xiaofan Jiang, et al. ∙

∙ 01/21/2020

Artificial Intelligence for Digital Agriculture at Scale: Techniques, Policies, and Challenges

Digital agriculture has the promise to transform agricultural throughput...

8 Somali Chaterji, et al. ∙

∙ 12/25/2019

Grand Challenges of Resilience: Autonomous System Resilience through Design and Runtime Measures

A set of about 80 researchers, practitioners, and federal agency program...

0 Saurabh Bagchi, et al. ∙

∙ 12/20/2019

Resilient Cyberphysical Systems and their Application Drivers: A Technology Roadmap

Cyberphysical systems (CPS) are ubiquitous in our personal and professio...

0 Somali Chaterji, et al. ∙

∙ 12/30/2018

ATHENA: Automated Tuning of Genomic Error Correction Algorithms using Language Models

The performance of most error-correction algorithms that operate on geno...

0 Mustafa Abdallah, et al. ∙

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