The Automatic Statistician


Institutions :
Cambridge, MIT
Authors :
J. R. Lloyd, D. Duvenaud, R. Grosse, J. B. Tenenbaum and Z. Ghahramani
Publication :
Automatic Construction and Natural-Language Description of Nonparametric Regression Models, AAAI, 2014
Source Code :
https://github.com/jamesrobertlloyd/gpss-research
Further Info :
https://www.automaticstatistician.com/index/


Generating Visual Explanations


Institutions :
UC Berkeley, Max Planck Institute for Informa
Authors :
L. A. Hendricks, Z. Akata, M. Rohrbach, J. Donahue, B. Schiele, and T. Darrell
Publication :
Generating Visual Explanations, ECCV 2016
Source Code :
https://github.com/LisaAnne/ECCV2016/tree/ECCV2016/examples/ECCV2016


Human-level concept learning through probabilistic program introduction


Institutions :
New York University, U of Toronto, MIT
Authors :
B. H. Lake, R. Salakhutdinov, and J. B. Tenenbaum
Publication :
Human-level concept learning through probabilistic program introduction, Science, 2015
Source Code :
https://github.com/brendenlake/BPL


Learning AND-OR Templates for Object Recognition and Detection


Institutions :
UC Los Angeles
Authors :
Z. Si and S. Zhu
Publication :
Learning AND-OR Templates for Object Recognition and Detection, TPAMI, 2013
Source Code :
http://www.stat.ucla.edu/~zzsi/AOT.html