Mazumder, Mark
- The People's Speech: A Large-Scale Diverse English Speech Recognition Dataset for Commercial Usage
2021/11/17 by Galvez, Daniel, Diamos, Greg, Ciro, Juan +7 · 15 citations
#FOS: Computer and information sciences #Machine Learning (cs.LG) #Machine Learning (stat.ML)
- DataPerf: Benchmarks for Data-Centric AI Development
2022/07/20 by Mark Mazumder, Colby Banbury, Mazumder, Mark +78 · 6 citations
Computer Science · #Advanced Neural Network Applications #Domain Adaptation and Few-Shot Learning #FOS: Computer and information sciences #Machine Learning (cs.LG) #Machine Learning and Data Classification
- Widening Access to Applied Machine Learning with TinyML
2021/06/07 by Reddi, Vijay Janapa, Plancher, Brian, Kennedy, Susan +21 · 2 citations
#FOS: Computer and information sciences #Machine Learning (cs.LG)
- MLPerf Mobile Inference Benchmark
2020/12/03 by Reddi, Vijay Janapa, Kanter, David, Mattson, Peter +24 · 2 citations
#Distributed #FOS: Computer and information sciences #Machine Learning (cs.LG) #Parallel #and Cluster Computing (cs.DC)
- Tiny Robot Learning: Challenges and Directions for Machine Learning in Resource-Constrained Robots
2022/05/11 by Neuman, Sabrina M., Plancher, Brian, Duisterhof, Bardienus P. +8 · 2 citations
#FOS: Computer and information sciences #Machine Learning (cs.LG) #Robotics (cs.RO)
- XRBench: An Extended Reality (XR) Machine Learning Benchmark Suite for the Metaverse
2022/11/16 by Hyoukjun Kwon, Krishnakumar Nair, Kwon, Hyoukjun +33 · 2 citations
Biochemistry, Genetics and Molecular Biology · Computer Science · #Advanced Neural Network Applications #Cell Image Analysis Techniques #Emerging Technologies (cs.ET) #Explainable Artificial Intelligence (XAI) #FOS: Computer and information sciences #Machine Learning (cs.LG)
- Is TinyML Sustainable? Assessing the Environmental Impacts of Machine Learning on Microcontrollers
2023/01/27 by Shvetank Prakash, Matthew Stewart, Prakash, Shvetank +11 · 1 citation
Computer Science · Engineering · #Computers and Society (cs.CY) #FOS: Computer and information sciences #Green IT and Sustainability #Hardware Architecture (cs.AR) #IoT and Edge/Fog Computing #Machine Learning (cs.LG) #Mobile Crowdsensing and Crowdsourcing
- Wake Vision: A Tailored Dataset and Benchmark Suite for TinyML Computer Vision Applications
2024/05/01 by Colby Banbury, Banbury, Colby, Emil Njor +15 · 1 citation
Computer Science · Engineering · Social Sciences · #Artificial Intelligence (cs.AI) #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences #Human Mobility and Location-Based Analysis #IoT and GPS-based Vehicle Safety Systems #Video Surveillance and Tracking Methods