diff --git a/configs/localization/bmn/README.md b/configs/localization/bmn/README.md
index 44ad9b2076b6166ec9bd86ae3d9844ae6461e559..64dc77c5e075cca0ec2b38d9af17265507b88c39 100644
--- a/configs/localization/bmn/README.md
+++ b/configs/localization/bmn/README.md
@@ -1,5 +1,16 @@
 # BMN
 
+## Introduction
+```
+@inproceedings{lin2019bmn,
+  title={Bmn: Boundary-matching network for temporal action proposal generation},
+  author={Lin, Tianwei and Liu, Xiao and Li, Xin and Ding, Errui and Wen, Shilei},
+  booktitle={Proceedings of the IEEE International Conference on Computer Vision},
+  pages={3889--3898},
+  year={2019}
+}
+```
+
 ## Model Zoo
 
 ### ActivityNet feature
diff --git a/configs/localization/bsn/README.md b/configs/localization/bsn/README.md
index a1d9ec3d7d92b75a780a4fadf5636b33a2db4570..1fe9e9481d3ba61f7b93b058a89aca5d266a0623 100644
--- a/configs/localization/bsn/README.md
+++ b/configs/localization/bsn/README.md
@@ -1,5 +1,16 @@
 # BSN
 
+## Introduction
+```
+@inproceedings{lin2018bsn,
+  title={Bsn: Boundary sensitive network for temporal action proposal generation},
+  author={Lin, Tianwei and Zhao, Xu and Su, Haisheng and Wang, Chongjing and Yang, Ming},
+  booktitle={Proceedings of the European Conference on Computer Vision (ECCV)},
+  pages={3--19},
+  year={2018}
+}
+```
+
 ## Model Zoo
 
 ### ActivityNet feature
diff --git a/configs/recognition/csn/README.md b/configs/recognition/csn/README.md
index ae6b6944abb19a66ab3407caaead3e3652b4a88e..13d789312cc4f4425a844794a08e53815c815ac1 100644
--- a/configs/recognition/csn/README.md
+++ b/configs/recognition/csn/README.md
@@ -10,6 +10,14 @@ pages = {5551-5560},
 title = {Video Classification With Channel-Separated Convolutional Networks},
 doi = {10.1109/ICCV.2019.00565}
 }
+
+@inproceedings{ghadiyaram2019large,
+  title={Large-scale weakly-supervised pre-training for video action recognition},
+  author={Ghadiyaram, Deepti and Tran, Du and Mahajan, Dhruv},
+  booktitle={Proceedings of the IEEE Conference on Computer Vision and Pattern Recognition},
+  pages={12046--12055},
+  year={2019}
+}
 ```
 
 ## Model Zoo
diff --git a/configs/recognition/r2plus1d/README.md b/configs/recognition/r2plus1d/README.md
index 6c936f50f31aaffccd4d7ff312cba7382760d258..4c364577ed7cc89f38afe56a5d3e0a980e228c3e 100644
--- a/configs/recognition/r2plus1d/README.md
+++ b/configs/recognition/r2plus1d/README.md
@@ -1,5 +1,16 @@
 # R2plus1D
 
+## Introduction
+```
+@inproceedings{tran2018closer,
+  title={A closer look at spatiotemporal convolutions for action recognition},
+  author={Tran, Du and Wang, Heng and Torresani, Lorenzo and Ray, Jamie and LeCun, Yann and Paluri, Manohar},
+  booktitle={Proceedings of the IEEE conference on Computer Vision and Pattern Recognition},
+  pages={6450--6459},
+  year={2018}
+}
+```
+
 ## Model Zoo
 
 ### Kinetics-400
diff --git a/configs/recognition/slowfast/README.md b/configs/recognition/slowfast/README.md
index f4fadc1163d8c6608f86a8a080fada859fee1135..00cf14a00d5cd973eccbdf61b929ca34f461507c 100644
--- a/configs/recognition/slowfast/README.md
+++ b/configs/recognition/slowfast/README.md
@@ -1,5 +1,16 @@
 # SlowFast
 
+## Introduction
+```
+@inproceedings{feichtenhofer2019slowfast,
+  title={Slowfast networks for video recognition},
+  author={Feichtenhofer, Christoph and Fan, Haoqi and Malik, Jitendra and He, Kaiming},
+  booktitle={Proceedings of the IEEE international conference on computer vision},
+  pages={6202--6211},
+  year={2019}
+}
+```
+
 ## Model Zoo
 
 ### Kinetics-400
diff --git a/configs/recognition/slowonly/README.md b/configs/recognition/slowonly/README.md
index 5bbf6ad4e86e063325f2ea43953d9f1a0816770f..f6e4a3a5b0bdd984726700dbc9ad54dca719f998 100644
--- a/configs/recognition/slowonly/README.md
+++ b/configs/recognition/slowonly/README.md
@@ -1,5 +1,16 @@
 # SlowOnly
 
+## Introduction
+```
+@inproceedings{feichtenhofer2019slowfast,
+  title={Slowfast networks for video recognition},
+  author={Feichtenhofer, Christoph and Fan, Haoqi and Malik, Jitendra and He, Kaiming},
+  booktitle={Proceedings of the IEEE international conference on computer vision},
+  pages={6202--6211},
+  year={2019}
+}
+```
+
 ## Model Zoo
 
 ### Kinetics-400
diff --git a/configs/recognition/tsn/README.md b/configs/recognition/tsn/README.md
index ce371b10f0bb7d6dda0e9e8bd0cf3ca846e2c7ec..ebe24eb81e7ff6d9ca7da996febfb2b3c4c0643f 100644
--- a/configs/recognition/tsn/README.md
+++ b/configs/recognition/tsn/README.md
@@ -1,5 +1,17 @@
 # TSN
 
+## Introduction
+```
+@inproceedings{wang2016temporal,
+  title={Temporal segment networks: Towards good practices for deep action recognition},
+  author={Wang, Limin and Xiong, Yuanjun and Wang, Zhe and Qiao, Yu and Lin, Dahua and Tang, Xiaoou and Van Gool, Luc},
+  booktitle={European conference on computer vision},
+  pages={20--36},
+  year={2016},
+  organization={Springer}
+}
+```
+
 ## Model Zoo
 
 ### UCF-101