Matthew J. Darr

Publication Activity (10 Years)

Years Active: 2015-2024
Publications (10 Years): 12

Top Topics

Fault Detection

Unsupervised Learning

Multivariate Regression

Top Venues

Comput. Electron. Agric.

Tiny Papers @ ICLR

Publications

Chandan Kumar, Ali Jannesari, Matthew J. Darr
Discerning Self-supervised Learning and Weakly Supervised Learning. Tiny Papers @ ICLR (2024)
Chandan Kumar, Jansel Herrera-Gerena, John Just, Matthew J. Darr, Ali Jannesari
Unsupervised learning based object detection using Contrastive Learning. CoRR (2024)
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 (2024)
Chandan Kumar, Matthew J. Darr, Ali Jannesari
Discerning Self-Supervised Learning and Weakly Supervised Learning. Tiny Papers @ ICLR (2023)
Jiztom Kavalakkatt Francis, Chandan Kumar, Jansel Herrera-Gerena, Kundan Kumar, Matthew J. Darr
Pattern Based Multivariate Regression using Deep Learning (PBMR-DP). CoRR (2022)
Jiztom Kavalakkatt Francis, Chandan Kumar, Jansel Herrera-Gerena, Kundan Kumar, Matthew J. Darr
Deep Learning and Pattern-based Methodology for Multivariable Sensor Data Regression. ICMLA (2022)
Jansel Herrera-Gerena, Ramakrishnan Sundareswaran, John Just, Matthew J. Darr, Ali Jannesari
CLAWS: Contrastive Learning with hard Attention and Weak Supervision. CoRR (2021)
Sheng Shen, Hao Lu, Mohammadkazem Sadoughi, Chao Hu, Venkat Nemani, Adam Thelen, Keith Webster, Matthew J. Darr, Jeff Sidon, Shawn Kenny
A physics-informed deep learning approach for bearing fault detection. Eng. Appl. Artif. Intell. 103 (2021)
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 (2020)
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 (2020)
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)
Samuel E. Marx, Joe D. Luck, Roger M. Hoy, Santosh K. Pitla, Erin E. Blankenship, Matthew J. Darr
Validation of machine CAN bus J1939 fuel rate accuracy using Nebraska Tractor Test Laboratory fuel rate data. Comput. Electron. Agric. 118 (2015)