Nicolas F. Martin

According to our database, Nicolas F. Martin authored at least 6 papers between 2020 and 2023.

Collaborative distances:

• Dijkstra number of five.
• Erdős number of four.

2023

Optimizing Crop Management with Reinforcement Learning and Imitation Learning.

Ran Tao, Pan Zhao, Jing Wu, Nicolas F. Martin, Matthew T. Harrison, Carla Sofia Santos Ferreira, Zahra Kalantari, Naira Hovakimyan

Proceedings of the Thirty-Second International Joint Conference on Artificial Intelligence, 2023

2022

Optimizing Nitrogen Management with Deep Reinforcement Learning and Crop Simulations.

Jing Wu, Ran Tao, Pan Zhao, Nicolas F. Martin, Naira Hovakimyan

Proceedings of the IEEE/CVF Conference on Computer Vision and Pattern Recognition Workshops, 2022

2020

High-Throughput Phenotyping of Soybean Maturity Using Time Series UAV Imagery and Convolutional Neural Networks.

Rodrigo G. Trevisan, Osvaldo Pérez, Nathan Schmitz, Brian Diers, Nicolas F. Martin

Remote. Sens., 2020

Modeling yield response to crop management using convolutional neural networks.

Alexandre Barbosa, Rodrigo G. Trevisan, Naira Hovakimyan, Nicolas F. Martin

Comput. Electron. Agric., 2020

Risk-averse optimization of crop inputs using a deep ensemble of convolutional neural networks.

Alexandre Barbosa, Naira Hovakimyan, Nicolas F. Martin

Comput. Electron. Agric., 2020

Multi-Stream CNN for Spatial Resource Allocation: a Crop Management Application.

Alexandre Barbosa, Thiago Marinho, Nicolas F. Martin, Naira Hovakimyan

Proceedings of the 2020 IEEE/CVF Conference on Computer Vision and Pattern Recognition, 2020