update research

1 files changed, 9 insertions, 4 deletions

diff --git a/site/content/pages/datasets/lfw/index.md b/site/content/pages/datasets/lfw/index.md
index cadce1ba..7c7b1a6c 100644
--- a/site/content/pages/datasets/lfw/index.md
+++ b/site/content/pages/datasets/lfw/index.md
@@ -16,7 +16,7 @@ authors: Adam Harvey
 + Images: 13,233
 + Identities: 5,749
 + Origin: Yahoo News Images
-+ Funding: TBD
++ Funding: (Possibly, partially CIA*)
 
 ![fullwidth:Eighteen of the 5,749 people in the Labeled Faces in the Wild Dataset. The most widely used face dataset for benchmarking commercial face recognition algorithms.](assets/lfw_index.gif)
 
@@ -72,12 +72,12 @@ Browse or download the geocoded citation data collected for the LFW dataset.
 - The LFW dataset is used by several of the largest tech companies in the world including "Google, Facebook, Microsoft Research Asia, Baidu, Tencent, SenseTime, Face++ and Chinese University of Hong Kong." [^lfw_pingan]
 - All images in the LFW dataset were copied from Yahoo News between 2002 - 2004
 - In 2014, 2/4 of the original authors of the LFW dataset received funding from IARPA and ODNI for their follow up paper "Labeled Faces in the Wild: Updates and New Reporting Procedures" via IARPA contract number 2014-14071600010
+- The LFW dataset was used Center for Intelligent Information Retrieval, the Central Intelligence Agency, the National Security Agency and National
 
 TODO (need citations for the following)
 
 -  SenseTime, who has relied on LFW for benchmarking their facial recognition performance, is one the leading provider of surveillance to the Chinese Government [need citation for this fact. is it the most? or is that Tencent?]
 - Two out of 4 of the original authors received funding from the Office of Director of National Intelligence and IARPA for their 2016 LFW survey follow up report
-- The dataset includes one intelligence chief, George Tenet, former Director of Central Intelligence (DCI) for the Central Intelligence Agency
 
 
 ![Person with the most face images in LFW: former President George W. Bush](assets/lfw_montage_top1_640.jpg)
@@ -147,9 +147,14 @@ Ignore text below these lines
 
 Research
 
-> This research is based upon work supported in part by the Office of the Director of National Intelligence (ODNI), Intelligence Advanced Research Projects Activity (IARPA), via contract number 2014-14071600010. 
+- "In our experiments, we used 10000 images and associated captions from the Faces in the wilddata set [3]."
+- "Ths work was supported in part by the Center for Intelligent Information Retrieval, the Central Intelligence Agency, the National Security Agency and National Science Foundation under CAREER award IIS-0546666 and grant IIS-0326249."
+- From: "People-LDA: Anchoring Topics to People using Face Recognition"
+- This paper was presented at IEEE 11th ICCV conference Oct 14-21 but the main LFW paper "Labeled Faces in the Wild: A Database forStudying Face Recognition in Unconstrained Environments" was not published until 2008
+- 10f17534dba06af1ddab96c4188a9c98a020a459
 
-"Labeled Faces in the Wild: Updates and New Reporting Procedures"
+- This research is based upon work supported in part by the Office of the Director of National Intelligence (ODNI), Intelligence Advanced Research Projects Activity (IARPA), via contract number 2014-14071600010.
+- From "Labeled Faces in the Wild: Updates and New Reporting Procedures"
 
 [^lfw_www]: <http://vis-www.cs.umass.edu/lfw/results.html>
 [^lfw_baidu]: Jingtuo Liu, Yafeng Deng, Tao Bai, Zhengping Wei, Chang Huang. Targeting Ultimate Accuracy: Face Recognition via Deep Embedding. <https://arxiv.org/abs/1506.07310>