Yuri Feldman

Ph.D.

2022

Bosch AI

Ph.D. (direct track) CS, Technion, 2022

B.Sc. CS, Technion, 2010, Cum Laude


ANPL Publications:

  1. Y. Feldman, “Semantic Perception under Uncertainty with Viewpoint-Dependent Models,” PhD thesis, Technion - Israel Institute of Technology, 2022.
    Feldman22thesis.pdf Feldman22thesis.slides Feldman22thesis.video
  2. Y. Feldman and V. Indelman, “Towards Self-Supervised Semantic Representation with a Viewpoint-Dependent Observation Model,” in International Conference on Computational Photography (ICCP), May 2021.
    Feldman21iccp.poster
  3. Y. Feldman and V. Indelman, “Autonomous Semantic Perception in Uncertain Environments,” in RSS Pioneers Workshop, Jul. 2021.
    Feldman21rss_ws.pdf Feldman21rss_ws.poster
  4. Y. Feldman and V. Indelman, “Spatially-Dependent Bayesian Semantic Perception under Model and Localization Uncertainty,” Autonomous Robots, 2020.
    Feldman20arj.pdf DOI: 10.1007/s10514-020-09921-0
  5. Y. Feldman and V. Indelman, “Towards Self-Supervised Semantic Representation with a Viewpoint-Dependent Observation Model,” in Workshop on Self-Supervised Robot Learning, in conjunction with Robotics: Science and Systems (RSS), Jul. 2020.
    Feldman20rss_ws.pdf Feldman20rss_ws.supplementary Feldman20rss_ws.video
  6. V. Tchuiev, Y. Feldman, and V. Indelman, “Data Association Aware Semantic Mapping and Localization via a Viewpoint Dependent Classifier Model,” in IEEE/RSJ International Conference on Intelligent Robots and Systems (IROS), Nov. 2019.
    Tchuiev19iros.pdf Tchuiev19iros.slides
  7. Y. Feldman and V. Indelman, “Bayesian Viewpoint-Dependent Robust Classification under Model and Localization Uncertainty,” in IEEE International Conference on Robotics and Automation (ICRA), May 2018.
    Feldman18icra.pdf Feldman18icra.poster
  8. Y. Feldman and V. Indelman, “Towards Robust Autonomous Semantic Perception,” in Workshop on Representing a Complex World: Perception, Inference, and Learning for Joint Semantic, Geometric, and Physical Understanding, in conjunction with IEEE International Conference on Robotics and Automation (ICRA), May 2018.
    Feldman18icra_ws.pdf