Publications


    Analysis-By-Synthesis

      Efficient analysis-by-synthesis in vision: A computational framework, behavioral tests, and modeling neuronal representations (pdf) (bibtex)


      Ilker Yildirim, Tejas D. Kulkarni, Winrich A. Freiwald, Joshua B. Tenenbaum:
      Proceedings of the Thirty-Seventh Annual Conference of the Cognitive Science Society
      #analysis-by-synthesis, #psychophysics, #neural modeling, #face perception, #macaque face patches

      Picture : A Probabilistic Programming Language for Scene Perception (pdf) (doi) (bibtex)


      Tejas D Kulkarni, Pushmeet Kohli, Joshua B Tenenbaum, Vikash Mansinghka:
      Proceedings of the IEEE Conference on Computer Vision and Pattern Recognition
      #analysis-by-synthesis, #inference, #deep learning, #inverse vision, #3d vision, #probabilistic programming

add/edit publications