Papers

2024

Discerning Self-supervised Learning and Weakly Supervised Learning. Kumar, Chandan, Matthew Darr, Jannesari, Ali. ICLR. 2024

Optimal Deep Learning Model for UAVs: A Case Study. Kumar, Chandan, Jannesari, Ali. International Symposium on Wireless Personal Multimedia Communications (WPMC) 2023, doi: 10.1109/WPMC59531.2023.10338971.

C. Kumar, Y. Mathur and A. Jannesari, “Efficient Volume Estimation for Dynamic Environments using Deep Learning on the Edge,” 2022 IEEE International Parallel and Distributed Processing Symposium Workshops (IPDPSW), Lyon, France, 2022, pp. 995-1002, doi: 10.1109/IPDPSW55747.2022.00159.
J. K. Francis, C. Kumar, J. Herrera-Gerena, K. Kumar and M. J. Darr, “Deep Learning and Pattern-based Methodology for Multivariable Sensor Data Regression,” 2022 21st IEEE International Conference on Machine Learning and Applications (ICMLA), Nassau, Bahamas, 2022, pp. 748-753, doi: 10.1109/ICMLA55696.2022.00125.

Vaddi, Subrahmanyam, Kim, Dongyoun, Kumar, Chandan, Shad, Shafqat and Jannesari, Ali, (2021), Efficient Object Detection Model for Real-time UAV Application, Computer and Information Science, 14, issue 1. doi:10.5539/cis.v14n1p45.