Balu, Aditya
- NURBS-Diff: A Differentiable Programming Module for NURBS
2021/04/29 by Prasad, Anjana Deva, Balu, Aditya, Shah, Harshil +3 · 3 citations
#Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences #Machine Learning (cs.LG)
- 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)
- MDPGT: Momentum-based Decentralized Policy Gradient Tracking
2021/12/06 by Jiang, Zhanhong, Lee, Xian Yeow, Tan, Sin Yong +5 · 2 citations
#Artificial Intelligence (cs.AI) #FOS: Computer and information sciences #Machine Learning (cs.LG)
- FlowBench: A Large Scale Benchmark for Flow Simulation over Complex Geometries
2024/09/26 by Ronak Tali, Tali, Ronak, Ali Rabeh +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
- Out-of-distribution detection algorithms for robust insect classification
2023/05/02 by Mojdeh Saadati, Aditya Balu, Saadati, Mojdeh +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)
- Collaborative Deep Learning in Fixed Topology Networks
2017/06/23 by Zhanhong Jiang, Jiang, Zhanhong, Aditya Balu +5 · 2 citations
Computer Science · Engineering · #Distributed Control Multi-Agent Systems #Stochastic Gradient Optimization Techniques #Advanced Memory and Neural Computing
- Slice-100K: A Multimodal Dataset for Extrusion-based 3D Printing
2024/07/04 by Anushrut Jignasu, Kelly O. Marshall, Jignasu, Anushrut +13 · 2 citations
Engineering · #Additive Manufacturing and 3D Printing Technologies
- Cross-Gradient Aggregation for Decentralized Learning from Non-IID data
2021/03/02 by Yasaman Esfandiari, Sin Yong Tan, Esfandiari, Yasaman +11 · 2 citations
Computer Science · Engineering · #Privacy-Preserving Technologies in Data #Stochastic Gradient Optimization Techniques #Sparse and Compressive Sensing Techniques
- 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)
- Procedural Generation of 3D Maize Plant Architecture from LIDAR Data
2025/01/21 by Mozhgan Hadadi, Mehdi Saraeian, Hadadi, Mozhgan +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
- DIMAT: Decentralized Iterative Merging-And-Training for Deep Learning Models
2024/04/11 by Saadati, Nastaran, Pham, Minh, Saleem, Nasla +5 · 2 citations
#Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences #FOS: Mathematics #Machine Learning (cs.LG) #Optimization and Control (math.OC)
- 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
- 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
- 3D Multiphase Heterogeneous Microstructure Generation Using Conditional Latent Diffusion Models
2025/03/12 by Nirmal Baishnab, Baishnab, Nirmal, Ethan Herron +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)