Publications

    Josh Tenenbaum

  • Vikash Mansinghka*, Tejas Kulkarni*, Yura Perov, Josh Tenenbaum:
    Approximate Bayesian Image Interpretation using Generative Probabilistic Graphics Programs (pdf) (bibtex)
    NIPS 2013
    #probabilistic programming, #computational vision, #inverse graphics, #mcmc
    @article{VikashMansinghka*:2013:ea642,
    author = {Vikash Mansinghka* and Tejas Kulkarni* and Yura Perov and Josh Tenenbaum},
    journal = {NIPS 2013},
    title = {Approximate Bayesian Image Interpretation using Generative Probabilistic Graphics Programs},
    year = {2013},
    keywords = {probabilistic programming, computational vision, inverse graphics, mcmc},
    doi = {},
    url = {http://arxiv.org/pdf/1307.0060v1.pdf}
    }
  • Tejas D Kulkarni, Karthik Narasimhan, Ardavan Saeedi, Josh Tenenbaum:
    Hierarchical Deep Reinforcement Learning: Integrating Temporal Abstraction and Intrinsic Motivation (web) (bibtex)
    Advances in Neural Information Processing Systems (NIPS)
    #reinforcement learning, #hierarchical modeling, #deep learning
    @article{TejasDKulkarni:2016:847fe,
    author = {Tejas D Kulkarni and Karthik Narasimhan and Ardavan Saeedi and Josh Tenenbaum},
    journal = {Advances in Neural Information Processing Systems (NIPS)},
    title = {Hierarchical Deep Reinforcement Learning: Integrating Temporal Abstraction and Intrinsic Motivation},
    year = {2016},
    keywords = {reinforcement learning, hierarchical modeling, deep learning},
    doi = {},
    url = {http://papers.nips.cc/paper/6232-hierarchical-deep-reinforcement-learning-integrating-temporal-abstraction-and-intrinsic-motivation}
    }
  • Tejas D Kulkarni, William F Whitney, Pushmeet Kohli, Josh Tenenbaum:
    Deep Convolutional Inverse Graphics Network (web) (bibtex)
    Advances in Neural Information Processing Systems (NIPS)
    #inverse vision, #deep learning, #disentangled representation,
    @article{TejasDKulkarni:2015:19456,
    author = {Tejas D Kulkarni and William F Whitney and Pushmeet Kohli and Josh Tenenbaum},
    journal = {Advances in Neural Information Processing Systems (NIPS)},
    title = {Deep Convolutional Inverse Graphics Network},
    year = {2015},
    keywords = {inverse vision, deep learning, disentangled representation,},
    doi = {},
    url = {http://papers.nips.cc/paper/5851-deep-convolutional-inverse-graphics-network}
    }
  • Bernhard Egger, Max Siegel, Riya Arora, Amir Arsalan Soltani, Ilker Yildirm, Josh Tenenbaum:
    Inverse Rendering Best Explains Face Perception Under Extreme Illuminations (bibtex)
    Proceedings of the 42nd Annual Virtual Meeting of the Cognitive Science Society
    #3d morphable model, #inverse rendering
    @article{BernhardEgger:2020:33795,
    author = {Bernhard Egger and Max Siegel and Riya Arora and Amir Arsalan Soltani and Ilker Yildirm and Josh Tenenbaum},
    journal = {Proceedings of the 42nd Annual Virtual Meeting of the Cognitive Science Society },
    title = {Inverse Rendering Best Explains Face Perception Under Extreme Illuminations},
    year = {2020},
    keywords = {3d morphable model, inverse rendering},
    doi = {},
    url = {}
    }
  • Tom Silver, Kelsey Allen, Leslie Kaelbling, Josh Tenenbaum:
    Few-shot Bayesian imitation learning with logical program policies (pdf) (bibtex)
    AAAI
    #rl, #imitation learning, #program synthesis
    @article{TomSilver:2020:1c861,
    author = {Tom Silver and Kelsey Allen and Leslie Kaelbling and Josh Tenenbaum},
    journal = {AAAI},
    title = {Few-shot Bayesian imitation learning with logical program policies},
    year = {2020},
    keywords = {rl, imitation learning, program synthesis},
    doi = {},
    url = {https://arxiv.org/pdf/1904.06317.pdf}
    }
  • Yewen Pu, Kevin Ellis, Marta Kryven, Josh Tenenbaum, Armando Solar-Lezama:
    Program Synthesis with Pragmatic Communication (web) (bibtex)
    2nd ICML 2020 Workshop on Human in the Loop Learning
    #communication, #pragmatics, #program induction
    @article{YewenPu:2020:9db46,
    author = {Yewen Pu and Kevin Ellis and Marta Kryven and Josh Tenenbaum and Armando Solar-Lezama},
    journal = {2nd ICML 2020 Workshop on Human in the Loop Learning},
    title = {Program Synthesis with Pragmatic Communication},
    year = {2020},
    keywords = {communication, pragmatics, program induction},
    doi = {},
    url = {https://arxiv.org/abs/2007.05060}
    }
  • William A.P Smith, Alassane Seck, Hannah Dee, Bernard Tiddeman, Josh Tenenbaum, Bernhard Egger:
    A Morphable Face Albedo Model (pdf) (bibtex)
    Conference on Computer Vision and Pattern Recognition (CVPR)
    #3d morphable model, #inverse rendering
    @article{WilliamA.PSmith:2020:c2ca3,
    author = {William A.P Smith and Alassane Seck and Hannah Dee and Bernard Tiddeman and Josh Tenenbaum and Bernhard Egger},
    journal = {Conference on Computer Vision and Pattern Recognition (CVPR)},
    title = {A Morphable Face Albedo Model},
    year = {2020},
    keywords = {3d morphable model, inverse rendering},
    doi = {},
    url = {https://openaccess.thecvf.com/content_CVPR_2020/papers/Smith_A_Morphable_Face_Albedo_Model_CVPR_2020_paper.pdf}
    }

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