added the reference to deep_pix_bis_pad

bob/pad/face/config/deep_pix_bis.py

-"""Deep Pixel-wise Binary Supervision for Face PAD
+""" Deep Pixel-wise Binary Supervision for Face PAD
 
-This package contains source code to replicate the experimental results published in the following paper::
+This package contains source code to replicate the experimental results published in the following publication::
 
-@inproceedings{GeorgeICB2019,
+    @INPROCEEDINGS{GeorgeICB2019,
         author = {Anjith George, Sebastien Marcel},
         title = {Deep Pixel-wise Binary Supervision for Face Presentation Attack Detection},
         year = {2019},
         booktitle = {ICB 2019},
     }
+
 """
 
 from sklearn.pipeline import Pipeline

doc/baselines.rst

@@ -85,6 +85,7 @@ configuration file: ``bob/pad/face/config/replay_attack.py``.
 
 Deep-Pix-BiS Baseline
 ~~~~~~~~~~~~~~~~~~~~~
+(see :ref:`bob.pad.face.resources.deep_pix_bis_pad`)
 
 .. code-block:: sh
 

doc/installation.rst

@@ -31,7 +31,7 @@ The current system readily supports the following freely available datasets:
 
 After downloading the databases, annotate the base directories in which they
 are installed. Then, follow the instructions in
-:ref:`bob.pad.base.setup` to let this framework know where databases are
+:ref:`bob.pad.base.installation` to let this framework know where databases are
 located on your system.