Asheesh K. Singh

23 papers A 1Journal 21Unranked 1

Year	Rank	Type	Title / Venue / Authors
2025	A	`conf`	Leveraging Vision Language Models for Specialized Agricultural Tasks. WACV 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
2025	J	`jnl`	Towards Large Reasoning Models for Agriculture. CoRR 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, Heidi M. Dornath, Aditya Balu, Adarsh Krishnamurthy, Asheesh K. Singh, Arti Singh, Baskar Ganapathysubramanian, Chinmay Hegde, Soumik Sarkar
2025	J	`jnl`	WeedNet: A Foundation Model-Based Global-to-Local AI Approach for Real-Time Weed Species Identification and Classification. CoRR 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, Baskar Ganapathysubramanian, Meaghan Anderson, Soumik Sarkar, Arti Singh
2024	J	`jnl`	AIIRA: AI Institute for Resilient Agriculture. AI Mag. Baskar Ganapathysubramanian, Jessica M. P. Bell, George Kantor, Nirav C. Merchant, Soumik Sarkar, Patrick S. Schnable, Michelle Segovia, Arti Singh, Asheesh K. Singh
2024	J	`jnl`	AgEval: A Benchmark for Zero-Shot and Few-Shot Plant Stress Phenotyping with Multimodal LLMs. CoRR 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
2024	J	`jnl`	Arboretum: A Large Multimodal Dataset Enabling AI for Biodiversity. CoRR 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, Nirav C. Merchant, Chinmay Hegde, Baskar Ganapathysubramanian
2024	J	`jnl`	Class-specific Data Augmentation for Plant Stress Classification. CoRR Nasla Saleem, Aditya Balu, Talukder Zaki Jubery, Arti Singh, Asheesh K. Singh, Soumik Sarkar, Baskar Ganapathysubramanian
2024	J	`jnl`	Multi-Sensor and Multi-temporal High-Throughput Phenotyping for Monitoring and Early Detection of Water-Limiting Stress in Soybean. CoRR Sarah E. Jones, Timilehin Ayanlade, Benjamin Fallen, Talukder Z. Jubery, Arti Singh, Baskar Ganapathysubramanian, Soumik Sarkar, Asheesh K. Singh
2023	J	`jnl`	Deep learning powered real-time identification of insects using citizen science data. CoRR 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, Baskar Ganapathysubramanian
2023	J	`jnl`	Multi-objective planning of electric vehicles charging in distribution system considering priority-based vehicle-to-grid scheduling. Swarm Evol. Comput. Praveen Prakash Singh, Soumyabrata Das, Fushuan Wen, Ivo Palu, Asheesh K. Singh, Padmanabh Thakur
2023	J	`jnl`	Out-of-distribution detection algorithms for robust insect classification. CoRR Mojdeh Saadati, Aditya Balu, Shivani Chiranjeevi, Talukder Zaki Jubery, Asheesh K. Singh, Soumik Sarkar, Arti Singh, Baskar Ganapathysubramanian
2022	J	`jnl`	Dataset Documenting the Interactions of Biochar with Manure, Soil, and Plants: Towards Improved Sustainability of Animal and Crop Agriculture. Data Darcy Bonds, Jacek A. Koziel, Mriganka De, Baitong Chen, Asheesh K. Singh, Mark A. Licht
2020	J	`jnl`	Crop Yield Prediction Integrating Genotype and Weather Variables Using Deep Learning. CoRR Johnathon Shook, Tryambak Gangopadhyay, Linjiang Wu, Baskar Ganapathysubramanian, Soumik Sarkar, Asheesh K. Singh
2020	J	`jnl`	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 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
2020	J	`jnl`	How useful is Active Learning for Image-based Plant Phenotyping? CoRR Koushik Nagasubramanian, Talukder Z. Jubery, Fateme Fotouhi Ardakani, Seyed Vahid Mirnezami, Asheesh K. Singh, Arti Singh, Soumik Sarkar, Baskar Ganapathysubramanian
2020	J	`jnl`	Usefulness of interpretability methods to explain deep learning based plant stress phenotyping. CoRR Koushik Nagasubramanian, Asheesh K. Singh, Arti Singh, Soumik Sarkar, Baskar Ganapathysubramanian
2018	J	`jnl`	A Novel Multirobot System for Plant Phenotyping. Robotics Tianshuang Gao, Hamid Emadi, Homagni Saha, Jiaoping Zhang, Alec Lofquist, Arti Singh, Baskar Ganapathysubramanian, Soumik Sarkar, Asheesh K. Singh, Sourabh Bhattacharya
2018	J	`jnl`	An explainable deep machine vision framework for plant stress phenotyping. Proc. Natl. Acad. Sci. USA Sambuddha Ghosal, David Blystone, Asheesh K. Singh, Baskar Ganapathysubramanian, Arti Singh, Soumik Sarkar
2018	J	`jnl`	Explaining hyperspectral imaging based plant disease identification: 3D CNN and saliency maps. CoRR Koushik Nagasubramanian, Sarah E. Jones, Asheesh K. Singh, Arti Singh, Baskar Ganapathysubramanian, Soumik Sarkar
2018	—	`conf`	PIRM2018 Challenge on Spectral Image Super-Resolution: Methods and Results. ECCV Workshops (5) Mehrdad Shoeiby, Antonio Robles-Kelly, Radu Timofte, Ruofan Zhou, Fayez Lahoud, Sabine Süsstrunk, Zhiwei Xiong, Zhan Shi, Chang Chen, Dong Liu, Zheng-Jun Zha, Feng Wu, Kaixuan Wei, Tao Zhang, Lizhi Wang, Ying Fu, Koushik Nagasubramanian, Asheesh K. Singh, Arti Singh, Soumik Sarkar, Baskar Ganapathysubramanian
2017	J	`jnl`	Hyperspectral band selection using genetic algorithm and support vector machines for early identification of charcoal rot disease in soybean. CoRR Koushik Nagasubramanian, Sarah E. Jones, Soumik Sarkar, Asheesh K. Singh, Arti Singh, Baskar Ganapathysubramanian
2017	J	`jnl`	Interpretable Deep Learning applied to Plant Stress Phenotyping. CoRR Sambuddha Ghosal, David Blystone, Asheesh K. Singh, Baskar Ganapathysubramanian, Arti Singh, Soumik Sarkar
2016	J	`jnl`	An end-to-end convolutional selective autoencoder approach to Soybean Cyst Nematode eggs detection. CoRR Adedotun Akintayo, Nigel Lee, Vikas Chawla, Mark Mullaney, Christopher Marett, Asheesh K. Singh, Arti Singh, Greg Tylka, Baskar Ganapathysubramanian, Soumik Sarkar