Stanislav Pidhorskyi
Interests:
- Computer Vision
- Machine Learning
- Deep Learning
- Computer Graphics
- Software Engineering
- OpenGL
- Cuda
- Data-oriented design
Education:
Ph.D. in Computer Science
West Virginia University, Morgantown WV
Aug. 2015 -- present
Lane Department of Computer Science and Electrical Engineering. Working on Computer Vision problems with the focus on open set classification and novelty detection.
M.S. in Dynamics and Strength of Machines
National Aerospace University, Kharkiv, Ukraine
Sept. 2012 -- Feb. 2014
Department of Mechanical Engineering. Thesis: “Calculation Method of Structural Durability of Aviation Construction Elements”
B.S. with Honours in Applied Mechanics
National Aerospace University, Kharkiv, Ukraine
Sept. 2008 -- Jun. 2012
Department of Mechanical Engineering. Thesis: “Calculation of Wing and Chassis Strength of a Heavy Cargo Aircraft AN-124”Publications:
Generative Probabilistic Novelty Detection with Adversarial Autoencoders
Stanislav Pidhorskyi, Ranya Almohsen, Donald Adjeroh, and Gianfranco Doretto
In: Advances in Neural Information Processing Systems (NeurIPS). 2018 , pp. 6821–6832 .
Deep Supervised Hashing with Spherical Embedding
Pidhorskyi, Stanislav and Jones, Quinn and Motiian, Saeid and Adjeroh, Donald and Doretto, Gianfranc
In: Asian Conference on Computer Vision (ACCV). 2018 .
syGlass: Interactive Exploration of Multidimensional Images Using Virtual Reality Head-mounted Displays
Pidhorskyi, Stanislav and Morehead, Michael and Jones, Quinn and Spirou, George and Doretto, Gianfranco
In: arXiv preprint arXiv:1804.08197. 2018 .
Open-set Recognition with Adversarial Autoencoders
Almohsen, Ranya and Pidhorskyi, Stanislav and Doretto, Gianfranco
In: WiML Workshop. 2018 .
Feasibility and Use of a Guided Imagery Mobile Health (mHealth) Application for Pregnant Women
Giacobbi, Peter and Haggerty, Treah and Pidhorskyi, Stanislav and Symons-Downs, Danielle and Long, Leann and Volker, Dana and Clemmer, Melanie and Olfert, Melissa and Steinmann, Shari and Rao, Neel and Staggs, Hannah and Kinnamon, Kelsey and Hulsey, Thomas and Adjeroh, Donald
In: Annals of Behavioral Medicine, Oxford University Press. 2019 .
Temperature Distribution Along the Active Layer of the Oxide Cathode Under the Continuous and Pulse Current Take-offs
Kyslytsyn, O.P. and Pidhorskyi, Stanislav and Taran, A.O.
In: Aerospace Engineering and Technology, National Aerospace University named after NY Zhukovsky Kharkiv Aviation Institute. 2012 .
Adversarial Latent Autoencoders
Pidhorskyi, Stanislav and Adjeroh, Donald A and Doretto, Gianfranco
In: Proceedings of the IEEE Computer Society Conference on Computer Vision and Pattern Recognition (CVPR). 2020 .