Human Folly about “Kulkarni-2015”

index

• (mrkulk.github.io):

  #paper on “Picture”, a #probabilistic-programming language for #computer-vision. "Kulkarni 2015". Mentions a “Hamiltonian Monte Carlo” inverse-rendering method that “exploits the gradients of automatically differentiable renderers”, using #automatic-differentiation, I suppose. Doesn't exploit conditional independence. #toread

  on 02015-08-19
• Short probabilistic programming machine learning code replaces complex programs for computer vision tasks (kurzweilai.net):

  #probabilistic-programming to perform inverse rendering of faces, using a probabilistic #Julia extension called Picture written specifically for the purpose by Tejas Kulkarni (et al.) “provides a general framework that aims to solve nearly all tasks in computer vision”. #Kulkarni-2015 2015-04-13.

  on 02015-08-19