An end-to-end convolutional selective autoencoder approach to Soybean Cyst Nematode eggs detection. - Adedotun Akintayo; Nigel Lee; Vikas Chawla; Mark Mullaney; Christopher Marett; Asheesh K. Singh; Arti Singh; Greg Tylka; Baskar Ganapathysubramanian; Soumik Sarkar (CoRR, 2016)

Hyperspectral band selection using genetic algorithm and support vector machines for early identification of charcoal rot disease in soybean. - Koushik Nagasubramanian; Sarah E. Jones; Soumik Sarkar; Asheesh K. Singh; Arti Singh; Baskar Ganapathysubramanian (CoRR, 2017)

Interpretable Deep Learning applied to Plant Stress Phenotyping. - Sambuddha Ghosal; David Blystone; Asheesh K. Singh; Baskar Ganapathysubramanian; Arti Singh; Soumik Sarkar (CoRR, 2017)

PIRM2018 Challenge on Spectral Image Super-Resolution: Methods and Results. - Mehrdad Shoeiby; Antonio Robles-Kelly; Radu Timofte; Ruofan Zhou; Fayez Lahoud; Sabine Süsstrunk; Zhiwei Xiong; Zhan Shi; Chang Chen; Dong Liu 002; Zheng-Jun Zha; Feng Wu 001; et al. (ECCV Workshops (5), 2018)

Explaining hyperspectral imaging based plant disease identification: 3D CNN and saliency maps. - Koushik Nagasubramanian; Sarah E. Jones; Asheesh K. Singh; Arti Singh; Baskar Ganapathysubramanian; Soumik Sarkar (CoRR, 2018)

An explainable deep machine vision framework for plant stress phenotyping. - Sambuddha Ghosal; David Blystone; Asheesh K. Singh; Baskar Ganapathysubramanian; Arti Singh; Soumik Sarkar (Proc. Natl. Acad. Sci. USA, 2018)

A Novel Multirobot System for Plant Phenotyping. - Tianshuang Gao; Hamid Emadi; Homagni Saha; Jiaoping Zhang; Alec Lofquist; Arti Singh; Baskar Ganapathysubramanian; Soumik Sarkar; Asheesh K. Singh; Sourabh Bhattacharya (Robotics, 2018)

How useful is Active Learning for Image-based Plant Phenotyping? - Koushik Nagasubramanian; Talukder Z. Jubery; Fateme Fotouhi Ardakani; Seyed Vahid Mirnezami; Asheesh K. Singh; Arti Singh; Soumik Sarkar; Baskar Ganapathysubramanian (CoRR, 2020)

Crop Yield Prediction Integrating Genotype and Weather Variables Using Deep Learning. - Johnathon Shook; Tryambak Gangopadhyay; Linjiang Wu; Baskar Ganapathysubramanian; Soumik Sarkar; Asheesh K. Singh (CoRR, 2020)

Usefulness of interpretability methods to explain deep learning based plant stress phenotyping. - Koushik Nagasubramanian; Asheesh K. Singh; Arti Singh; Soumik Sarkar; Baskar Ganapathysubramanian (CoRR, 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. - Luis G. Riera; Matthew E. Carroll; Zhisheng Zhang; Johnathon M. Shook; Sambuddha Ghosal; Tianshuang Gao; Arti Singh; Sourabh Bhattacharya; Baskar Ganapathysubramanian; Asheesh K. Singh; Soumik Sarkar (CoRR, 2020)

Dataset Documenting the Interactions of Biochar with Manure, Soil, and Plants: Towards Improved Sustainability of Animal and Crop Agriculture. - Darcy Bonds; Jacek A. Koziel; Mriganka De; Baitong Chen; Asheesh K. Singh; Mark A. Licht (Data, 2022)

Out-of-distribution detection algorithms for robust insect classification. - Mojdeh Saadati; Aditya Balu; Shivani Chiranjeevi; Talukder Zaki Jubery; Asheesh K. Singh; Soumik Sarkar; Arti Singh; Baskar Ganapathysubramanian (CoRR, 2023)

Deep learning powered real-time identification of insects using citizen science data. - Shivani Chiranjeevi; Mojdeh Saadati; Zi K. Deng; Jayanth Koushik; Talukder Z. Jubery; Daren S. Mueller; Matthew E. O. Neal; Nirav C. Merchant; Aarti Singh; Asheesh K. Singh; Soumik Sarkar; Arti Singh; et al. (CoRR, 2023)

Multi-objective planning of electric vehicles charging in distribution system considering priority-based vehicle-to-grid scheduling. - Praveen Prakash Singh; Soumyabrata Das; Fushuan Wen; Ivo Palu; Asheesh K. Singh; Padmanabh Thakur (Swarm Evol. Comput., 2023)

AIIRA: AI Institute for Resilient Agriculture. - Baskar Ganapathysubramanian; Jessica M. P. Bell; George Kantor; Nirav C. Merchant; Soumik Sarkar; Patrick S. Schnable; Michelle Segovia; Arti Singh; Asheesh K. Singh (AI Mag., 2024)

Multi-Sensor and Multi-temporal High-Throughput Phenotyping for Monitoring and Early Detection of Water-Limiting Stress in Soybean. - Sarah E. Jones; Timilehin Ayanlade; Benjamin Fallen; Talukder Z. Jubery; Arti Singh; Baskar Ganapathysubramanian; Soumik Sarkar; Asheesh K. Singh (CoRR, 2024)

Class-specific Data Augmentation for Plant Stress Classification. - Nasla Saleem; Aditya Balu; Talukder Zaki Jubery; Arti Singh; Asheesh K. Singh; Soumik Sarkar; Baskar Ganapathysubramanian (CoRR, 2024)

Arboretum: A Large Multimodal Dataset Enabling AI for Biodiversity. - Chih-Hsuan Yang; Benjamin Feuer; Zaki Jubery; Zi K. Deng; Andre Nakkab; Md. Zahid Hasan; Shivani Chiranjeevi; Kelly O. Marshall; Nirmal Baishnab; Asheesh K. Singh; Arti Singh; Soumik Sarkar; et al. (CoRR, 2024)

AgEval: A Benchmark for Zero-Shot and Few-Shot Plant Stress Phenotyping with Multimodal LLMs. - Muhammad Arbab Arshad; Talukder Zaki Jubery; Tirtho Roy; Rim Nassiri; Asheesh K. Singh; Arti Singh; Chinmay Hegde; Baskar Ganapathysubramanian; Aditya Balu; Adarsh Krishnamurthy; Soumik Sarkar (CoRR, 2024)

Leveraging Vision Language Models for Specialized Agricultural Tasks. - Muhammad Arbab Arshad; Talukder Zaki Jubery; Tirtho Roy; Rim Nassiri; Asheesh K. Singh; Arti Singh; Chinmay Hegde; Baskar Ganapathysubramanian; Aditya Balu; Adarsh Krishnamurthy; Soumik Sarkar (WACV, 2025)

WeedNet: A Foundation Model-Based Global-to-Local AI Approach for Real-Time Weed Species Identification and Classification. - Yanben Shen; Timilehin Ayanlade; Venkata Naresh Boddepalli; Mojdeh Saadati; Ashlyn Rairdin; Zi K. Deng; Muhammad Arbab Arshad; Aditya Balu; Daren S. Mueller; Asheesh K. Singh; Wesley Everman; Nirav C. Merchant; et al. (CoRR, 2025)

Towards Large Reasoning Models for Agriculture. - Hossein Zaremehrjerdi; Shreyan Ganguly; Ashlyn Rairdin; Elizabeth Tranel; Benjamin Feuer; Juan Ignacio Di Salvo; Srikanth Panthulugiri; Hernan Torres Pacin; Victoria Moser; Sarah Jones; Joscif Raigne; Yanben Shen; et al. (CoRR, 2025)