Publications


    Josh Tenenbaum

      Hierarchical Deep Reinforcement Learning: Integrating Temporal Abstraction and Intrinsic Motivation (web) (bibtex)


      Tejas D Kulkarni, Karthik Narasimhan, Ardavan Saeedi, Josh Tenenbaum:
      Advances in Neural Information Processing Systems (NIPS)
      #reinforcement learning, #hierarchical modeling, #deep learning

      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,

      Inverse Rendering Best Explains Face Perception Under Extreme Illuminations (bibtex)


      Bernhard Egger, Max Siegel, Riya Arora, Amir Arsalan Soltani, Ilker Yildirm, Josh Tenenbaum:
      Proceedings of the 42nd Annual Virtual Meeting of the Cognitive Science Society
      #3d morphable model, #inverse rendering

      Few-shot Bayesian imitation learning with logical program policies (pdf) (bibtex)


      Tom Silver, Kelsey Allen, Leslie Kaelbling, Josh Tenenbaum:
      AAAI
      #rl, #imitation learning, #program synthesis

      Program Synthesis with Pragmatic Communication (web) (bibtex)


      Yewen Pu, Kevin Ellis, Marta Kryven, Josh Tenenbaum, Armando Solar-Lezama:
      2nd ICML 2020 Workshop on Human in the Loop Learning
      #communication, #pragmatics, #program induction

      A Morphable Face Albedo Model (pdf) (bibtex)


      William A.P Smith, Alassane Seck, Hannah Dee, Bernard Tiddeman, Josh Tenenbaum, Bernhard Egger:
      Conference on Computer Vision and Pattern Recognition (CVPR)
      #3d morphable model, #inverse rendering

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