Pushmeet Kohli

      Deep Convolutional Inverse Graphics Network (web) (bibtex)

      Tejas D Kulkarni, William F Whitney, Pushmeet Kohli, Josh Tenenbaum:
      Advances in Neural Information Processing Systems (NIPS)
      #inverse vision, #deep learning, #disentangled representation,

      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

      Neural-Symbolic VQA: Disentangling Reasoning from Vision and Language Understanding (web) (bibtex)

      Kexin Yi, Jiajun Wu, Chuang Gan, Antonio Torralba, Pushmeet Kohli, Joshua B. Tenenbaum:
      Advances in Neural Information Processing Systems (NeurIPS)
      #visual reasoning, #deep learning, #scene understanding

      The Neuro-Symbolic Concept Learner: Interpreting Scenes, Words, Sentences From Natural Supervision (web) (bibtex)

      Jiayuan Mao, Chuang Gan, Pushmeet Kohli, Joshua B. Tenenbaum, Jiajun Wu:
      International Conference on Learning Representations (ICLR)
      #computer vision, #visual reasoning, #neuro-symbolic algorithms

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