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Stanislav Pidhorskyi

Graduate Research Assistant
IEEE student member
Lane Department of Computer Science and Electrical Engineering
West Virginia University, Morgantown WV 26506-6109
I'm passionate about Computer Vision and Machine Learning. I am a quick learner and system builder with broad knowledge and experience in fields ranging from interactive computer graphics to computer vision. My current research focus is on generative models and novelty/anomaly detection.


  • Computer Vision
  • Machine Learning
  • Deep Learning
  • Computer Graphics
  • Software Engineering
  • OpenGL
  • Cuda
  • Data-oriented design


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”


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 .