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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