Ganapathysubramanian, Baskar
- BioTrove: A Large Curated Image Dataset Enabling AI for Biodiversity
2024/06/25 by Yang, Chih-Hsuan, Feuer, Benjamin, Jubery, Zaki +12 · 9 citations
#Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences
- Leveraging Vision Language Models for Specialized Agricultural Tasks
2024/07/29 by Muhammad Arshad, Arshad, Muhammad Arbab, Talukder Z. Jubery +19 · 4 citations
Agricultural and Biological Sciences · #Smart Agriculture and AI
- Differentiable Spline Approximations
2021/10/04 by Cho, Minsu, Balu, Aditya, Joshi, Ameya +6 · 2 citations
#FOS: Computer and information sciences #Machine Learning (cs.LG) #Machine Learning (stat.ML)
- FlowBench: A Large Scale Benchmark for Flow Simulation over Complex Geometries
2024/09/26 by Ronak Tali, Ali Rabeh, Tali, Ronak +21 · 5 citations
Computer Science · #Computer Graphics and Visualization Techniques #FOS: Computer and information sciences #FOS: Physical sciences #Fluid Dynamics (physics.flu-dyn) #Machine Learning (cs.LG) #Neural and Evolutionary Computing (cs.NE)
- Evaluating Neural Radiance Fields (NeRFs) for 3D Plant Geometry Reconstruction in Field Conditions
2024/02/15 by Arshad, Muhammad Arbab, Jubery, Talukder, Afful, James +5 · 3 citations
#Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences
- Encoding Invariances in Deep Generative Models
2019/06/04 by Viraj Shah, Shah, Viraj, Ameya Joshi +11 · 2 citations
Computer Science · Physics and Astronomy · #Computer Graphics and Visualization Techniques #FOS: Computer and information sciences #FOS: Electrical engineering #Generative Adversarial Networks and Image Synthesis #Image and Video Processing (eess.IV) #Machine Learning (cs.LG) #Machine Learning (stat.ML) #Model Reduction and Neural Networks #electronic engineering #information engineering
- Modeling morphology evolution during solvent-based fabrication of\n organic solar cells
2011/09/14 by Olga Wodo, Wodo, Olga, Baskar Ganapathysubramanian +1 · 1 citation
Engineering · Materials Science · #Block Copolymer Self-Assembly #FOS: Physical sciences #Fluid Dynamics and Thin Films #Mathematical Physics (math-ph) #Mesoscale and Nanoscale Physics (cond-mat.mes-hall) #Organic Electronics and Photovoltaics
- Out-of-distribution detection algorithms for robust insect classification
2023/05/02 by Mojdeh Saadati, Saadati, Mojdeh, Aditya Balu +13 · 2 citations
Agricultural and Biological Sciences · Computer Science · #Smart Agriculture and AI #Digital Imaging for Blood Diseases #Advanced Neural Network Applications
- Towards Foundational AI Models for Additive Manufacturing: Language Models for G-Code Debugging, Manipulation, and Comprehension
2023/09/04 by Jignasu, Anushrut, Marshall, Kelly, Ganapathysubramanian, Baskar +3 · 2 citations
#Artificial Intelligence (cs.AI) #Computation and Language (cs.CL) #FOS: Computer and information sciences #Machine Learning (cs.LG) #Software Engineering (cs.SE)
- Slice-100K: A Multimodal Dataset for Extrusion-based 3D Printing
2024/07/04 by Anushrut Jignasu, Jignasu, Anushrut, Kelly O. Marshall +13 · 2 citations
Engineering · #Additive Manufacturing and 3D Printing Technologies
- Optimal Surrogate Boundary Selection and Scalability Studies for the Shifted Boundary Method on Octree Meshes
2023/07/04 by Yang, Cheng-Hau, Saurabh, Kumar, Scovazzi, Guglielmo +3 · 2 citations
#FOS: Mathematics #Numerical Analysis (math.NA)
- Deep Multi-view Image Fusion for Soybean Yield Estimation in Breeding Applications Deep Multi-view Image Fusion for Soybean Yield Estimation in Breeding Applications
2020/11/13 by Riera, Luis G, Carroll, Matthew E., Zhang, Zhisheng +8 · 1 citation
#Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences #Machine Learning (cs.LG)
- Stochastic Conservative Contextual Linear Bandits
2022/03/29 by Jiabin Lin, Lin, Jiabin, Xian Yeow Lee +9 · 1 citation
Decision Sciences · Computer Science · #Advanced Bandit Algorithms Research #Data Stream Mining Techniques #Machine Learning and Algorithms
- MaizeField3D: A Curated 3D Point Cloud and Procedural Model Dataset of Field-Grown Maize from a Diversity Panel
2025/03/10 by Kimara, Elvis, Hadadi, Mozhgan, Godbersen, Jackson +6 · 3 citations
#Artificial Intelligence (cs.AI) #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences #Machine Learning (cs.LG)
- High-Resolution Thermal Simulation Framework for Extrusion-based Additive Manufacturing of Complex Geometries
2023/05/10 by Gamdha, Dhruv, Saurabh, Kumar, Ganapathysubramanian, Baskar +1 · 1 citation
#FOS: Computer and information sciences #Graphics (cs.GR)
- Procedural Generation of 3D Maize Plant Architecture from LIDAR Data
2025/01/21 by Mozhgan Hadadi, Hadadi, Mozhgan, Mehdi Saraeian +19 · 3 citations
Environmental Science · #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences #Machine Learning (cs.LG) #Remote Sensing and LiDAR Applications #Remote Sensing in Agriculture
- Neural PDE Solvers for Irregular Domains
2022/11/07 by Khara, Biswajit, Herron, Ethan, Jiang, Zhanhong +8 · 1 citation
#FOS: Computer and information sciences #FOS: Mathematics #Machine Learning (cs.LG) #Numerical Analysis (math.NA)
- SC-NeRF: NeRF-based Point Cloud Reconstruction using a Stationary Camera for Agricultural Applications
2025/03/27 by Kibon Ku, Ku, Kibon, Talukder Z. Jubery +11 · 1 citation
Earth and Planetary Sciences · Environmental Science · Engineering · #3D Surveying and Cultural Heritage #Remote Sensing and LiDAR Applications #Robotics and Sensor-Based Localization
- Towards Large Reasoning Models for Agriculture
2025/05/25 by Hossein Zaremehrjerdi, Zaremehrjerdi, Hossein, Shreyan Ganguly +37 · 2 citations
Computer Science · #Artificial Intelligence (cs.AI) #FOS: Computer and information sciences #Machine Learning (cs.LG) #Multimodal Machine Learning Applications #Sentiment Analysis and Opinion Mining #Topic Modeling
- Solving fluid flow problems in space-time with multiscale stabilization: formulation and examples
2024/02/19 by Khara, Biswajit, Dyja, Robert, Saurabh, Kumar +2 · 1 citation
#Analysis of PDEs (math.AP) #FOS: Mathematics #Numerical Analysis (math.NA)
- WeedNet: A Foundation Model-Based Global-to-Local AI Approach for Real-Time Weed Species Identification and Classification
2025/05/25 by Yanben Shen, Timilehin T. Ayanlade, Shen, Yanben +28 · 1 citation
Agricultural and Biological Sciences · #Artificial Intelligence (cs.AI) #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences #Smart Agriculture and AI
- Disentangling Genotype and Environment Specific Latent Features for Improved Trait Prediction using a Compositional Autoencoder
2024/10/25 by Anirudha Powadi, Talukder Z. Jubery, Powadi, Anirudha +7 · 1 citation
Health Professions · Medicine · Biochemistry, Genetics and Molecular Biology · #Artificial Intelligence in Healthcare #Traditional Chinese Medicine Studies #Molecular Biology Techniques and Applications
- Optimizing Navigation And Chemical Application in Precision Agriculture With Deep Reinforcement Learning And Conditional Action Tree
2025/03/23 by Khosravi, Mahsa, Jiang, Zhanhong, Waite, Joshua R +6 · 1 citation
#Artificial Intelligence (cs.AI) #FOS: Computer and information sciences #Robotics (cs.RO)
- 3D Multiphase Heterogeneous Microstructure Generation Using Conditional Latent Diffusion Models
2025/03/12 by Nirmal Baishnab, Ethan Herron, Baishnab, Nirmal +9 · 1 citation
Engineering · Materials Science · #Block Copolymer Self-Assembly #Composite Material Mechanics #Computational Physics (physics.comp-ph) #FOS: Physical sciences #I.2 #Machine Learning in Materials Science #Materials Science (cond-mat.mtrl-sci)