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Zachariah Carmichael
Zachariah Carmichael
Other namesZach Carmichael, Zachariah J Carmichael
Verified email at nd.edu - Homepage
Title
Cited by
Cited by
Year
Deep Positron: A Deep Neural Network Using the Posit Number System
Z Carmichael, HF Langroudi, C Khazanov, J Lillie, JL Gustafson, ...
2019 Design, Automation & Test in Europe Conference & Exhibition (DATE …, 2019
1182019
Performance-Efficiency Trade-Off of Low-Precision Numerical Formats in Deep Neural Networks
Z Carmichael, HF Langroudi, C Khazanov, J Lillie, JL Gustafson, ...
Proceedings of the Conference for Next Generation Arithmetic, 1-9, 2019
642019
SIRNet: Understanding Social Distancing Measures with Hybrid Neural Network Model for COVID-19 Infectious Spread
N Soures, D Chambers, Z Carmichael, A Daram, DP Shah, K Clark, ...
Proceedings of the International Joint Conference on Artificial Intelligence …, 2020
462020
PositNN Framework: Tapered Precision Deep Learning Inference for the Edge
HF Langroudi, Z Carmichael, JL Gustafson, D Kudithipudi
2019 IEEE Space Computing Conference (SCC), 53-59, 2019
322019
Cheetah: Mixed Low-Precision Hardware & Software Co-Design Framework for DNNs on the Edge
HF Langroudi, Z Carmichael, D Pastuch, D Kudithipudi
arXiv preprint arXiv:1908.02386, 2019
282019
Deep Learning Training on the Edge with Low-Precision Posits
HF Langroudi, Z Carmichael, D Kudithipudi
arXiv preprint arXiv:1907.13216, 2019
202019
Mod-DeepESN: Modular Deep Echo State Network
Z Carmichael, H Syed, S Burtner, D Kudithipudi
Annual Conference on Cognitive Computational Neuroscience, 2018
182018
Adaptive Autonomy in Human-on-the-Loop Vision-Based Robotics Systems
S Abraham, Z Carmichael, S Banerjee, R VidalMata, A Agrawal, ...
1st Workshop on AI Engineering – Software Engineering for AI (WAIN'21), 2021
172021
ALPS: Adaptive Quantization of Deep Neural Networks With GeneraLized PositS
HF Langroudi, V Karia, Z Carmichael, A Zyarah, T Pandit, JL Gustafson, ...
Proceedings of the IEEE/CVF Conference on Computer Vision and Pattern …, 2021
152021
Unfooling Perturbation-Based Post Hoc Explainers
Z Carmichael, WJ Scheirer
Proceedings of the AAAI Conference on Artificial Intelligence, 2023
102023
Learning Debuggable Models Through Multi-Objective Neural Architecture Search
Z Carmichael, T Moon, SA Jacobs
International Conference on Automated Machine Learning (AutoML) Workshop, 2023
8*2023
A Framework for Evaluating Post Hoc Feature-Additive Explainers
Z Carmichael, WJ Scheirer
arXiv preprint arXiv:2106.08376, 2021
7*2021
Analysis of Wide and Deep Echo State Networks for Multiscale Spatiotemporal Time Series Forecasting
Z Carmichael, H Syed, D Kudithipudi
Proceedings of the 7th Annual Neuro-inspired Computational Elements Workshop …, 2019
72019
Motif mining: Finding and summarizing remixed image content
W Theisen, DG Cedre, Z Carmichael, D Moreira, T Weninger, W Scheirer
Proceedings of the IEEE/CVF Winter Conference on Applications of Computer …, 2023
62023
TERSE: Tiny Encryptions and Really Speedy Execution for Post-Quantum Private Stream Aggregation
J Takeshita, Z Carmichael, R Karl, T Jung
Proceedings of the EAI International Conference on Security and Privacy in …, 2022
42022
PositNN: Tapered Precision Deep Learning Inference for the Edge
HF Langroudi, Z Carmichael, JL Gustafson, D Kudithipudi
12018
Benchmark Generation Framework with Customizable Distortions for Image Classifier Robustness
S Sarkar, AR Babu, S Mousavi, Z Carmichael, V Gundecha, ...
Proceedings of the IEEE/CVF Winter Conference on Applications of Computer Vision, 2024
2024
Pixel-Grounded Prototypical Part Networks
Z Carmichael, S Lohit, A Cherian, MJ Jones, WJ Scheirer
Proceedings of the IEEE/CVF Winter Conference on Applications of Computer Vision, 2024
2024
How Well Do Feature-Additive Explainers Explain Feature-Additive Predictors?
Z Carmichael, WJ Scheirer
NeurIPS Workshop XAI in Action: Past, Present, and Future Applications, 2023
2023
HomOpt: A Homotopy-Based Hyperparameter Optimization Method
SJ Abraham, KDG Maduranga, J Kinnison, Z Carmichael, JD Hauenstein, ...
2023
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