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2020 – today
- 2024
[j6]Baskar Ganapathysubramanian
, Jessica M. P. Bell, George Kantor, Nirav C. Merchant, Soumik Sarkar, Patrick S. Schnable, Michelle Segovia, Arti Singh, Asheesh K. Singh:
AIIRA: AI Institute for Resilient Agriculture. AI Mag. 45(1): 94-98 (2024)- [c3]Vipin Kumar Pandey, Arti Singh, Gopinath Sahoo:
Capturing An Optimal Trading Framework Involving Exponential and Second-Order Autoregressive Price Dynamics. SCI 2024: 161-170 - [i14]Sarah E. Jones, Timilehin Ayanlade, Benjamin Fallen, Talukder Z. Jubery, Arti Singh, Baskar Ganapathysubramanian, Soumik Sarkar, Asheesh K. Singh:
Multi-Sensor and Multi-temporal High-Throughput Phenotyping for Monitoring and Early Detection of Water-Limiting Stress in Soybean. CoRR abs/2402.18751 (2024) - [i13]Nasla Saleem, Aditya Balu, Talukder Zaki Jubery, Arti Singh, Asheesh K. Singh, Soumik Sarkar, Baskar Ganapathysubramanian:
Class-specific Data Augmentation for Plant Stress Classification. CoRR abs/2406.13081 (2024) - [i12]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:
Arboretum: A Large Multimodal Dataset Enabling AI for Biodiversity. CoRR abs/2406.17720 (2024) - [i11]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:
AgEval: A Benchmark for Zero-Shot and Few-Shot Plant Stress Phenotyping with Multimodal LLMs. CoRR abs/2407.19617 (2024) - [i10]Mahsa Khosravi, Matthew Carroll, Kai Liang Tan, Liza Van der Laan, Joscif Raigne, Daren S. Mueller, Arti Singh, Aditya Balu, Baskar Ganapathysubramanian, Asheesh Kumar Singh, Soumik Sarkar:
AgGym: An agricultural biotic stress simulation environment for ultra-precision management planning. CoRR abs/2409.00735 (2024) - 2023
- [i9]Mojdeh Saadati, Aditya Balu, Shivani Chiranjeevi, Talukder Zaki Jubery, Asheesh K. Singh, Soumik Sarkar, Arti Singh, Baskar Ganapathysubramanian:
Out-of-distribution detection algorithms for robust insect classification. CoRR abs/2305.01823 (2023) - [i8]Shivani Chiranjeevi, Mojdeh Saadati, Zi K. Deng, Jayanth Koushik, Talukder Z. Jubery, Daren Mueller, Matthew E. O. Neal, Nirav C. Merchant, Aarti Singh, Asheesh K. Singh, Soumik Sarkar, Arti Singh, Baskar Ganapathysubramanian:
Deep learning powered real-time identification of insects using citizen science data. CoRR abs/2306.02507 (2023) - 2020
- [j5]Arti Singh, Selvamuthu Dharmaraja:
Optimal portfolio trading subject to stochastic dominance constraints under second-order autoregressive price dynamics. Int. Trans. Oper. Res. 27(3): 1771-1803 (2020) - [i7]Koushik Nagasubramanian, Talukder Z. Jubery, Fateme Fotouhi Ardakani, Seyed Vahid Mirnezami, Asheesh K. Singh, Arti Singh, Soumik Sarkar, Baskar Ganapathysubramanian:
How useful is Active Learning for Image-based Plant Phenotyping? CoRR abs/2006.04255 (2020) - [i6]Koushik Nagasubramanian, Asheesh K. Singh, Arti Singh, Soumik Sarkar, Baskar Ganapathysubramanian:
Usefulness of interpretability methods to explain deep learning based plant stress phenotyping. CoRR abs/2007.05729 (2020) - [i5]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:
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 abs/2011.07118 (2020)
2010 – 2019
- 2018
- [j4]Sambuddha Ghosal, David Blystone, Asheesh K. Singh, Baskar Ganapathysubramanian, Arti Singh, Soumik Sarkar:
An explainable deep machine vision framework for plant stress phenotyping. Proc. Natl. Acad. Sci. USA 115(18): 4613-4618 (2018) - [j3]Tianshuang Gao, Hamid Emadi, Homagni Saha, Jiaoping Zhang, Alec Lofquist, Arti Singh, Baskar Ganapathysubramanian, Soumik Sarkar, Asheesh K. Singh, Sourabh Bhattacharya:
A Novel Multirobot System for Plant Phenotyping. Robotics 7(4): 61 (2018) - [c2]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:
PIRM2018 Challenge on Spectral Image Super-Resolution: Methods and Results. ECCV Workshops (5) 2018: 356-371 - [i4]Koushik Nagasubramanian, Sarah E. Jones, Asheesh K. Singh, Arti Singh, Baskar Ganapathysubramanian, Soumik Sarkar:
Explaining hyperspectral imaging based plant disease identification: 3D CNN and saliency maps. CoRR abs/1804.08831 (2018) - 2017
- [j2]Arti Singh, Selvamuthu Dharmaraja:
Mean-variance optimal trading problem subject to stochastic dominance constraints with second order autoregressive price dynamics. Math. Methods Oper. Res. 86(1): 29-69 (2017) - [i3]Koushik Nagasubramanian, Sarah E. Jones, Soumik Sarkar, Asheesh K. Singh, Arti Singh, Baskar Ganapathysubramanian:
Hyperspectral band selection using genetic algorithm and support vector machines for early identification of charcoal rot disease in soybean. CoRR abs/1710.04681 (2017) - [i2]Sambuddha Ghosal, David Blystone, Asheesh K. Singh, Baskar Ganapathysubramanian, Arti Singh, Soumik Sarkar:
Interpretable Deep Learning applied to Plant Stress Phenotyping. CoRR abs/1710.08619 (2017) - 2016
- [i1]Adedotun Akintayo, Nigel Lee, Vikas Chawla, Mark Mullaney, Christopher Marett, Asheesh K. Singh, Arti Singh, Greg Tylka, Baskar Ganapathysubramanian, Soumik Sarkar:
An end-to-end convolutional selective autoencoder approach to Soybean Cyst Nematode eggs detection. CoRR abs/1603.07834 (2016)
2000 – 2009
- 2008
- [j1]Arti Singh, Adebayo Olowoyeye, Peter H. Baenziger, Jessica Dantzer, Maricel G. Kann, Predrag Radivojac, Randy W. Heiland, Sean D. Mooney:
MutDB: update on development of tools for the biochemical analysis of genetic variation. Nucleic Acids Res. 36(Database-Issue): 815-819 (2008) - 2000
- [c1]Xiaohui Shen, Wei-keng Liao, Alok N. Choudhary, Gokhan Memik, Mahmut T. Kandemir, Sachin More, George K. Thiruvathukal, Arti Singh:
A novel application development environment for large-scale scientific computations. ICS 2000: 274-283
Coauthor Index
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