| 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 | 141 | 2019 |
| 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 | 76 | 2019 |
| 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 | 51 | 2020 |
| 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 | 33 | 2019 |
| 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 | 32 | 2019 |
| 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 | 24 | 2021 |
| Deep Learning Training on the Edge with Low-Precision Posits HF Langroudi, Z Carmichael, D Kudithipudi arXiv preprint arXiv:1907.13216, 2019 | 20 | 2019 |
| Mod-DeepESN: Modular Deep Echo State Network Z Carmichael, H Syed, S Burtner, D Kudithipudi Annual Conference on Cognitive Computational Neuroscience, 2018 | 20 | 2018 |
| 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 | 18 | 2021 |
| Unfooling Perturbation-Based Post Hoc Explainers Z Carmichael, WJ Scheirer Proceedings of the AAAI Conference on Artificial Intelligence, 2023 | 14 | 2023 |
| Learning Debuggable Models Through Multi-Objective Neural Architecture Search Z Carmichael, T Moon, SA Jacobs International Conference on Automated Machine Learning (AutoML) Workshop, 2023 | 14* | 2023 |
| 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 | 13 | 2023 |
| A Framework for Evaluating Post Hoc Feature-Additive Explainers Z Carmichael, WJ Scheirer arXiv preprint arXiv:2106.08376, 2021 | 9* | 2021 |
| 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 | 8 | 2024 |
| 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 | 8 | 2022 |
| 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 | 7 | 2023 |
| 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 | 7 | 2019 |
| 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 | 5 | 2024 |
| Enhancing data center sustainability with a 3d cnn-based cfd surrogate model S Sarkar, A Guillen, Z Carmichael, V Gundecha, A Naug, A Ramesh Babu, ... NeurIPS 2023 Workshop on Tackling Climate Change with Machine Learning, 2023 | 5 | 2023 |
| Explainable AI for High-Stakes Decision-Making Z Carmichael University of Notre Dame, 2024 | 3 | 2024 |
Dhireesha KudithipudiFounding Director of MATRIX AI Consortium, Robert F McDermott Endowed Chair, UTSAVerified email at utsa.edu
