Learning to Extract a Video Sequence from a Single Motion-Blurred Image
J. Meiguang, G. Meishvili, and P. Favaro (2018). "Learning to Extract a Video Sequence from a Single Motion-Blurred Image ." CVPR 2018.
Curriculum Vitae
Education
BSc in Computer Science - Tbilisi State University, 2012
MSc in Computer Science - University of Geneva, 2017
With specialization in Advanced Information Processing – summa cum laude
Thesis Title: Image Stitching and Super-Resolution on Mobile PhonesPhD in Computer Science - University of Bern, 2017-present
Topics: Computational Photography, Image Deblurring, Image Super-Resolution, 3D Reconstruction, Multimodal Learning
Professional Experience
Java Software Developer - International Social Security Association, 2015-2017
Developing and maintaining internal web applications using Spring Framework. Developing RESTful web services. Performing migrations between different Content Management Systems.Java Software Developer - Contauro AG, Zurich, Switzerland, 2014-2015 Developing and maintaining E-Learning solutions using Spring Framework.
Java Software Developer - World Intellectual Property Organization, 2013-2014 Developing Java EE applications (front-end, web tier, services tier). Relational database design and development using Oracle RDBMS. Developing Arbitration and Mediation Database.
Java Software Developer - Ministry of Justice of Georgia, 2012-2013 Developed across all layers of a JEE application (front-end, web tier, services tier). Participated in development of internal applications for The Notary Chamber of Georgia and Public Registry of Georgia.
Skills
Programming Languages:
C/C++, Java, Python, MATLAB/Octave, LaTeX, Tensorflow, Pytorch, OpenCV, MPI/OpenMP, Hadoop, Bash Scripting, Android DevelopmentLanguages:
Georgian (native), English (fluent), Russian (fluent), French
Publications
Unsupervised Generative 3D Shape Learning from Natural Images
A. Szabo, G. Meishvili, and P. Favaro (2019). "Unsupervised Generative 3D Shape Learning from Natural Images." Arxiv.
Learning to Have an Ear for Face Super-Resolution
G.Meishvili, S. Jenni, and P. Favaro. "Learning to Have an Ear for Face Super-Resolution." In CVPR 2020.
Video Representation Learning by Recognizing Temporal Transformations
S. Jenni, G. Meishvili, and P. Favaro. "Video Representation Learning by Recognizing Temporal Transformations." In ECCV 2020.