Daniel Zoran
Scholar

Daniel Zoran

Google Scholar ID: 1JQDH_AAAAAJ
Google DeepMind
Computer VisionNatural Scene StatisticsMachine LearningComputational Neuroscience
Citations & Impact
All-time
Citations
4,594
 
H-index
23
 
i10-index
28
 
Publications
20
 
Co-authors
14
list available
Resume (English only)
Academic Achievements
  • Published 'Computational Imaging for VLBI Image Reconstruction' at CVPR 2016 (oral presentation).
  • Published workshop paper 'Learning visual groups from co-occurrences in space and time' at ICLR 2016.
  • Published 'Learning Ordinal Relationships for Mid-Level Vision' at ICCV 2015.
  • Published 'Shape and Illumination from Shading using the Generic Viewpoint Assumption' at NeurIPS 2014 (equal contribution with Dilip Krishnan).
  • Published 'Imaging an Event Horizon: Mitigation of Scattering toward Sagittarius A*' in The Astrophysical Journal, 2014.
  • Published 'Crisp Boundary Detection Using Pointwise Mutual Information' at ECCV 2014 (oral presentation).
  • Published 'Learning the local statistics of optical flow' at NeurIPS 2013.
  • Completed PhD thesis 'Natural Image Statistics for Human and Computer Vision' in 2013.
  • Published 'Natural Images, Gaussian Mixtures and Dead Leaves' at NeurIPS 2012.
  • Published 'From Learning Models of Natural Image Patches to Whole Image Restoration' at ICCV 2011 (oral presentation).
  • Published 'The tree dependent components of natural images are edge filters' at NeurIPS 2009.
  • Published 'Scale Invariance and Noise in Natural Images' at ICCV 2009.