Colby Banbury
Colby Banbury
PhD Student, Harvard University
Verified email at g.harvard.edu - Homepage
Title
Cited by
Cited by
Year
The performance of the hot end in a plasticating 3D printer
ME Mackay, ZR Swain, CR Banbury, DD Phan, DA Edwards
Journal of Rheology 61 (2), 229-236, 2017
682017
Benchmarking TinyML systems: Challenges and direction
CR Banbury, VJ Reddi, M Lam, W Fu, A Fazel, J Holleman, X Huang, ...
arXiv preprint arXiv:2003.04821, 2020
512020
Micronets: Neural network architectures for deploying tinyml applications on commodity microcontrollers
C Banbury, C Zhou, I Fedorov, R Matas, U Thakker, D Gope, ...
Proceedings of Machine Learning and Systems 3, 2021
312021
Learning to seek: Autonomous source seeking with deep reinforcement learning onboard a nano drone microcontroller
BP Duisterhof, S Krishnan, JJ Cruz, CR Banbury, W Fu, A Faust, ...
arXiv preprint arXiv:1909.11236, 2019
102019
Maximal 3D printing extrusion rates
DA Edwards, ME Mackay, ZR Swain, CR Banbury, DD Phan
IMA Journal of Applied Mathematics 84 (5), 1022-1043, 2019
32019
MLPerf Tiny Benchmark
C Banbury, VJ Reddi, P Torelli, J Holleman, N Jeffries, C Kiraly, P Montino, ...
arXiv preprint arXiv:2106.07597, 2021
22021
Quantized neural network inference with precision batching
M Lam, Z Yedidia, C Banbury, VJ Reddi
arXiv preprint arXiv:2003.00822, 2020
22020
Widening Access to Applied Machine Learning with TinyML
VJ Reddi, B Plancher, S Kennedy, L Moroney, P Warden, A Agarwal, ...
arXiv preprint arXiv:2106.04008, 2021
12021
Tiny Robot Learning (tinyRL) for Source Seeking on a Nano Quadcopter
BP Duisterhof, S Krishnan, JJ Cruz, CR Banbury, W Fu, A Faust, ...
2021 IEEE International Conference on Robotics and Automation (ICRA), 7242-7248, 2021
12021
Learning to seek: deep reinforcement learning for phototaxis of a nano drone in an obstacle field
BP Duisterhof, S Krishnan, JJ Cruz, CR Banbury, W Fu, A Faust, ...
arXiv e-prints, arXiv: 1909.11236, 2019
12019
Precision Batching: Bitserial Decomposition for Efficient Neural Network Inference on GPUs
M Lam, Z Yedidia, CR Banbury, VJ Reddi
2021 30th International Conference on Parallel Architectures and Compilation…, 2021
2021
Multilingual Spoken Words Corpus
M Mazumder, S Chitlangia, C Banbury, Y Kang, JM Ciro, K Achorn, ...
2021
Widening Access to Applied Machine Learning with TinyML
V Janapa Reddi, B Plancher, S Kennedy, L Moroney, P Warden, ...
arXiv e-prints, arXiv: 2106.04008, 2021
2021
Few-Shot Keyword Spotting in Any Language
M Mazumder, C Banbury, J Meyer, P Warden, VJ Reddi
arXiv preprint arXiv:2104.01454, 2021
2021
Learning to Seek: Tiny Robot Learning (tinyRL) for Source Seeking on a Nano Quadcopter
BP Duisterhof, S Krishnan, JJ Cruz, CR Banbury, W Fu, A Faust, ...
2020
Learning to Seek: Autonomous Source Seeking on a Nano Drone Microcontroller with Deep Reinforcement Learning
BP Duisterhof, S Krishnan, JJ Cruz, CR Banbury, W Fu, A Faust, ...
2019
2021 30th International Conference on Parallel Architectures and Compilation Techniques (PACT)| 978-1-6654-4278-7/21/$31.00 2021 IEEE| DOI: 10.1109/PACT52795. 2021.00033
B Akin, C Angermueller, D Baek, W Baek, CR Banbury, Y Bao, A Basu, ...
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