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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