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


Examples are not Enough, Learn to Criticize! Criticism for Interpretability


Institutions :
Allen Institute, UT Austin, UIUC
Authors :
B. Kim, R. Khanna, S. Koyejo
Publication :
Examples are not Enough, Learn to Criticize! Criticism for Interpretability, NIPS, 2016
Source Code :
https://github.com/BeenKim/MMD-critic


Multimedia Event Detection and Recounting


Institutions :
SRI-International Sarnoff, U. of Massachusett
Authors :
H. Cheng et. al.
Publication :
SRI-Sarnoff AURORA at TRECVID 2014 - Multimedia Event Detection and Recounting
Source Code :
https://www.nist.gov/itl/iad/mig/tools