diff --git a/datasets/bibtex/cityscapes.tex b/datasets/bibtex/cityscapes.tex
new file mode 100644
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--- /dev/null
+++ b/datasets/bibtex/cityscapes.tex
@@ -0,0 +1,6 @@
+@inproceedings{Cordts2016Cityscapes,
+title={The Cityscapes Dataset for Semantic Urban Scene Understanding},
+author={Cordts, Marius and Omran, Mohamed and Ramos, Sebastian and Rehfeld, Timo and Enzweiler, Markus and Benenson, Rodrigo and Franke, Uwe and Roth, Stefan and Schiele, Bernt},
+booktitle={Proc. of the IEEE Conference on Computer Vision and Pattern Recognition (CVPR)},
+year={2016}
+}
diff --git a/datasets/bibtex/facades.tex b/datasets/bibtex/facades.tex
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+++ b/datasets/bibtex/facades.tex
@@ -0,0 +1,7 @@
+@INPROCEEDINGS{Tylecek13,
+  author = {Radim Tyle{\v c}ek, Radim {\v S}{\' a}ra},
+  title = {Spatial Pattern Templates for Recognition of Objects with Regular Structure},
+  booktitle = {Proc. GCPR},
+  year = {2013},
+  address = {Saarbrucken, Germany},
+}
diff --git a/datasets/bibtex/handbags.tex b/datasets/bibtex/handbags.tex
new file mode 100644
index 0000000..b79710c
--- /dev/null
+++ b/datasets/bibtex/handbags.tex
@@ -0,0 +1,13 @@
+@inproceedings{zhu2016generative,
+  title={Generative Visual Manipulation on the Natural Image Manifold},
+  author={Zhu, Jun-Yan and Kr{\"a}henb{\"u}hl, Philipp and Shechtman, Eli and Efros, Alexei A.},
+  booktitle={Proceedings of European Conference on Computer Vision (ECCV)},
+  year={2016}
+}
+
+@InProceedings{xie15hed,
+  author = {"Xie, Saining and Tu, Zhuowen"},
+  Title = {Holistically-Nested Edge Detection},
+  Booktitle = "Proceedings of IEEE International Conference on Computer Vision",
+  Year  = {2015},
+}
diff --git a/datasets/bibtex/shoes.tex b/datasets/bibtex/shoes.tex
new file mode 100644
index 0000000..e67e158
--- /dev/null
+++ b/datasets/bibtex/shoes.tex
@@ -0,0 +1,14 @@
+@InProceedings{fine-grained,
+  author = {A. Yu and K. Grauman},
+  title = {{F}ine-{G}rained {V}isual {C}omparisons with {L}ocal {L}earning},
+  booktitle = {Computer Vision and Pattern Recognition (CVPR)},
+  month = {June},
+  year = {2014}
+}
+
+@InProceedings{xie15hed,
+  author = {"Xie, Saining and Tu, Zhuowen"},
+  Title = {Holistically-Nested Edge Detection},
+  Booktitle = "Proceedings of IEEE International Conference on Computer Vision",
+  Year  = {2015},
+}
diff --git a/datasets/bibtex/transattr.tex b/datasets/bibtex/transattr.tex
new file mode 100644
index 0000000..0585849
--- /dev/null
+++ b/datasets/bibtex/transattr.tex
@@ -0,0 +1,8 @@
+@article {Laffont14,
+    title = {Transient Attributes for High-Level Understanding and Editing of Outdoor Scenes},
+    author = {Pierre-Yves Laffont and Zhile Ren and Xiaofeng Tao and Chao Qian and James Hays},
+    journal = {ACM Transactions on Graphics (proceedings of SIGGRAPH)},
+    volume = {33},
+    number = {4},
+    year = {2014}
+}