Volodymyr Kindratenko
University of Illinois at Urbana-Champaign
H-index: 27
North America-United States
Top articles of Volodymyr Kindratenko
Title | Journal | Author(s) | Publication Date |
|---|---|---|---|
YouTubePD: A Multimodal Benchmark for Parkinson’s Disease Analysis | Advances in Neural Information Processing Systems | Andy Zhou Samuel Li Pranav Sriram Xiang Li Jiahua Dong | 2024/2/13 |
Correction to: Detection, instance segmentation, and classification for astronomical surveys with deep learning (DEEPDISC): DETECTRON2 implementation and demonstration with … | Monthly Notices of the Royal Astronomical Society | Grant Merz Yichen Liu Colin J Burke Patrick D Aleo Xin Liu | 2024/1 |
INSTRAS: INfrared Spectroscopic imaging-based TRAnsformers for medical image Segmentation | Machine Learning with Applications | Hangzheng Lin Kianoush Falahkheirkhah Volodymyr Kindratenko Rohit Bhargava | 2024/4/4 |
Secure Federated Learning Across Heterogeneous Cloud and High-Performance Computing Resources--A Case Study on Federated Fine-tuning of LLaMA 2 | arXiv preprint arXiv:2402.12271 | Zilinghan Li Shilan He Pranshu Chaturvedi Volodymyr Kindratenko Eliu A Huerta | 2024/2/19 |
FAIR for AI: An interdisciplinary and international community building perspective | Scientific data | EA Huerta Ben Blaiszik L Catherine Brinson Kristofer E Bouchard Daniel Diaz | 2023/7/26 |
Detection, instance segmentation, and classification for astronomical surveys with deep learning (deepdisc): detectron2 implementation and demonstration with … | Monthly Notices of the Royal Astronomical Society | Grant Merz Yichen Liu Colin J Burke Patrick D Aleo Xin Liu | 2023/11 |
ViCTer: A semi-supervised video character tracker | Machine Learning with Applications | Zilinghan Li Xiwei Wang Zhenning Zhang Volodymyr Kindratenko | 2023/6/15 |
Appflx: Providing privacy-preserving cross-silo federated learning as a service | Zilinghan Li Shilan He Pranshu Chaturvedi Trung-Hieu Hoang Minseok Ryu | 2023/10/9 | |
Cloud-Bursting and Autoscaling for Python-Native Scientific Workflows Using Ray | Tingkai Liu Marquita Ellis Carlos Costa Claudia Misale Sara Kokkila-Schumacher | 2023/5/21 | |
FedCompass: Efficient Cross-Silo Federated Learning on Heterogeneous Client Devices using a Computing Power Aware Scheduler | arXiv preprint arXiv:2309.14675 | Zilinghan Li Pranshu Chaturvedi Shilan He Han Chen Gagandeep Singh | 2023/9/26 |
FAIR AI models in high energy physics | Machine Learning: Science and Technology | Javier Duarte Haoyang Li Avik Roy Ruike Zhu EA Huerta | 2023/12/29 |
AGNet: weighing black holes with deep learning | Monthly Notices of the Royal Astronomical Society | Joshua Yao-Yu Lin Sneh Pandya Devanshi Pratap Xin Liu Matias Carrasco Kind | 2023/2 |
Self-Supervised Masked Digital Elevation Models Encoding for Low-Resource Downstream Tasks | arXiv preprint arXiv:2309.03367 | Priyam Mazumdar Aiman Soliman Volodymyr Kindratenko Luigi Marini Kenton McHenry | 2023/9/6 |
Leveraging Large Language Models to Build and Execute Computational Workflows | arXiv preprint arXiv:2312.07711 | Alejandro Duque Abdullah Syed Kastan V Day Matthew J Berry Daniel S Katz | 2023/12/12 |
Sequence Generation via Subsequence Similarity: Theory and Application to UAV Identification | arXiv preprint arXiv:2301.08403 | Amir Kazemi Salar Basiri Volodymyr Kindratenko Srinivasa Salapaka | 2023/1/20 |
Critical minerals map feature extraction using deep learning | IEEE Geoscience and Remote Sensing Letters | Shirui Luo Aaron Saxton Albert Bode Priyam Mazumdar Volodymyr Kindratenko | 2023/8/31 |
Novel Approaches Toward Scalable Composable Workflows in Hyper-Heterogeneous Computing Environments | Jonathan Bader Jim Belak Matthew Bement Matthew Berry Robert Carson | 2023/11/12 | |
Sparse Spatio-Temporal Neural Network for Large-Scale Forecasting | Eamon Bracht Volodymyr Kindratenko Robert J Brunner | 2022/12/17 | |
Weakly supervised two-stage training scheme for deep video fight detection model | Zhenting Qi Ruike Zhu Zheyu Fu Wenhao Chai Volodymyr Kindratenko | 2022/10/31 | |
Weakly supervised segmentation of buildings in digital elevation models | IEEE Geoscience and Remote Sensing Letters | Aiman Soliman Yifan Chen Shirui Luo Rauf Makharov Volodymyr Kindratenko | 2022/5/23 |
Co-Authors
