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Matthew J. Darr
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- affiliation: Iowa State University, Ames, IA, USA
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2020 – today
- 2024
- [c5]Chandan Kumar, Ali Jannesari, Matthew J. Darr:
Discerning Self-supervised Learning and Weakly Supervised Learning. Tiny Papers @ ICLR 2024 - [i5]Chandan Kumar
, Jansel Herrera-Gerena, John Just, Matthew J. Darr, Ali Jannesari:
Unsupervised learning based object detection using Contrastive Learning. CoRR abs/2402.13465 (2024) - [i4]Chandan Kumar, Jansel Herrera-Gerena, John Just, Matthew J. Darr, Ali Jannesari:
Learn and Search: An Elegant Technique for Object Lookup using Contrastive Learning. CoRR abs/2403.07231 (2024) - 2023
- [c4]Chandan Kumar, Matthew J. Darr, Ali Jannesari:
Discerning Self-Supervised Learning and Weakly Supervised Learning. Tiny Papers @ ICLR 2023 - 2022
- [c3]Jiztom Kavalakkatt Francis, Chandan Kumar, Jansel Herrera-Gerena, Kundan Kumar
Deep Learning and Pattern-based Methodology for Multivariable Sensor Data Regression. ICMLA 2022: 748-753 - [i3]Jiztom Kavalakkatt Francis, Chandan Kumar, Jansel Herrera-Gerena, Kundan Kumar, Matthew J. Darr:
Pattern Based Multivariate Regression using Deep Learning (PBMR-DP). CoRR abs/2202.13541 (2022) - 2021
- [j3]Sheng Shen, Hao Lu
A physics-informed deep learning approach for bearing fault detection. Eng. Appl. Artif. Intell. 103: 104295 (2021) - [c2]Hongwei Zhang, Yong Guan, Ahmed E. Kamal, Daji Qiao, Mai Zheng, Anish Arora, Ozdal Boyraz
ARA: A Wireless Living Lab Vision for Smart and Connected Rural Communities. WiNTECH 2021: 9-16 - [i2]Jansel Herrera-Gerena, Ramakrishnan Sundareswaran, John Just, Matthew J. Darr, Ali Jannesari:
CLAWS: Contrastive Learning with hard Attention and Weak Supervision. CoRR abs/2112.00847 (2021) - 2020
- [j2]Muhammad K. A. Hamdan, Diane T. Rover, Matthew J. Darr, John Just:
Generalizable semi-supervised learning method to estimate mass from sparsely annotated images. Comput. Electron. Agric. 175: 105533 (2020) - [i1]Muhammad K. A. Hamdan, Diane T. Rover, Matthew J. Darr, John Just:
Generalizable semi-supervised learning method to estimate mass from sparsely annotated images. CoRR abs/2003.03192 (2020)
2010 – 2019
- 2019
- [c1]Muhammad K. A. Hamdan, Diane T. Rover, Matthew J. Darr, John Just:
Mass Estimation from Images using Deep Neural Network and Sparse Ground Truth. ICMLA 2019: 1987-1992 - 2015
- [j1]Samuel E. Marx, Joe D. Luck
Validation of machine CAN bus J1939 fuel rate accuracy using Nebraska Tractor Test Laboratory fuel rate data. Comput. Electron. Agric. 118: 179-185 (2015)
Coauthor Index
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