2024
Soybean Maturity Prediction using 2D Contour Plots from Drone based Time Series Imagery.
CoRR, 2024

Robust soybean seed yield estimation using high-throughput ground robot videos.
CoRR, 2024

AgGym: An agricultural biotic stress simulation environment for ultra-precision management planning.
CoRR, 2024

AgEval: A Benchmark for Zero-Shot and Few-Shot Plant Stress Phenotyping with Multimodal LLMs.
CoRR, 2024

Arboretum: A Large Multimodal Dataset Enabling AI for Biodiversity.
CoRR, 2024

Class-specific Data Augmentation for Plant Stress Classification.
CoRR, 2024

Multi-Sensor and Multi-temporal High-Throughput Phenotyping for Monitoring and Early Detection of Water-Limiting Stress in Soybean.
CoRR, 2024

AIIRA: AI Institute for Resilient Agriculture.
AI Mag., 2024

Capturing An Optimal Trading Framework Involving Exponential and Second-Order Autoregressive Price Dynamics.
Proceedings of the International Symposium on Computing and Intelligent Systems (SCI 2024), 2024

BioTrove: A Large Curated Image Dataset Enabling AI for Biodiversity.
Proceedings of the Advances in Neural Information Processing Systems 38: Annual Conference on Neural Information Processing Systems 2024, 2024

2023
Deep learning powered real-time identification of insects using citizen science data.
CoRR, 2023

Out-of-distribution detection algorithms for robust insect classification.
CoRR, 2023

2020
Optimal portfolio trading subject to stochastic dominance constraints under second-order autoregressive price dynamics.
Int. Trans. Oper. Res., 2020

Deep Multi-view Image Fusion for Soybean Yield Estimation in Breeding Applications Deep Multi-view Image Fusion for Soybean Yield Estimation in Breeding Applications.
CoRR, 2020

Usefulness of interpretability methods to explain deep learning based plant stress phenotyping.
CoRR, 2020

How useful is Active Learning for Image-based Plant Phenotyping?
CoRR, 2020

2018
A Novel Multirobot System for Plant Phenotyping.
Robotics, 2018

An explainable deep machine vision framework for plant stress phenotyping.
Proc. Natl. Acad. Sci. USA, 2018

Explaining hyperspectral imaging based plant disease identification: 3D CNN and saliency maps.
CoRR, 2018

PIRM2018 Challenge on Spectral Image Super-Resolution: Methods and Results.
Proceedings of the Computer Vision - ECCV 2018 Workshops, 2018

2017
Mean-variance optimal trading problem subject to stochastic dominance constraints with second order autoregressive price dynamics.
Math. Methods Oper. Res., 2017

Interpretable Deep Learning applied to Plant Stress Phenotyping.
CoRR, 2017

Hyperspectral band selection using genetic algorithm and support vector machines for early identification of charcoal rot disease in soybean.
CoRR, 2017

2016
An end-to-end convolutional selective autoencoder approach to Soybean Cyst Nematode eggs detection.
CoRR, 2016

2008
MutDB: update on development of tools for the biochemical analysis of genetic variation.
Nucleic Acids Res., 2008

2000
A novel application development environment for large-scale scientific computations.
Proceedings of the 14th international conference on Supercomputing, 2000