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diff --git a/.gitignore b/.gitignore
@@ -117,7 +117,7 @@ mmpose/.mim
 *.npy
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-docs/papers/**/*.md
+docs/papers/*.md
 docs/datasets.md
 docs/modelzoo.md
 docs_zh-CN/topics/

diff --git a/docs/papers/algorithms/associative_embedding.md b/docs/papers/algorithms/associative_embedding.md
@@ -0,0 +1,18 @@
+# Associative embedding: End-to-end learning for joint detection and grouping (AE)
+
+<!-- [ALGORITHM] -->
+
+<details>
+<summary align="right"><a href="https://arxiv.org/abs/1611.05424">Associative Embedding (NIPS'2017)</a></summary>
+
+```bibtex
+@inproceedings{newell2017associative,
+  title={Associative embedding: End-to-end learning for joint detection and grouping},
+  author={Newell, Alejandro and Huang, Zhiao and Deng, Jia},
+  booktitle={Advances in neural information processing systems},
+  pages={2277--2287},
+  year={2017}
+}
+```
+
+</details>
diff --git a/docs/papers/algorithms/cpm.md b/docs/papers/algorithms/cpm.md
@@ -0,0 +1,18 @@
+# Convolutional pose machines
+
+<!-- [ALGORITHM] -->
+
+<details>
+<summary align="right"><a href="http://openaccess.thecvf.com/content_cvpr_2016/html/Wei_Convolutional_Pose_Machines_CVPR_2016_paper.html">CPM (CVPR'2016)</a></summary>
+
+```bibtex
+@inproceedings{wei2016convolutional,
+  title={Convolutional pose machines},
+  author={Wei, Shih-En and Ramakrishna, Varun and Kanade, Takeo and Sheikh, Yaser},
+  booktitle={Proceedings of the IEEE conference on Computer Vision and Pattern Recognition},
+  pages={4724--4732},
+  year={2016}
+}
+```
+
+</details>
diff --git a/docs/papers/algorithms/dark.md b/docs/papers/algorithms/dark.md
@@ -0,0 +1,18 @@
+# Distribution-aware coordinate representation for human pose estimation
+
+<!-- [ALGORITHM] -->
+
+<details>
+<summary align="right"><a href="http://openaccess.thecvf.com/content_CVPR_2020/html/Zhang_Distribution-Aware_Coordinate_Representation_for_Human_Pose_Estimation_CVPR_2020_paper.html">DarkPose (CVPR'2020)</a></summary>
+
+```bibtex
+@inproceedings{zhang2020distribution,
+  title={Distribution-aware coordinate representation for human pose estimation},
+  author={Zhang, Feng and Zhu, Xiatian and Dai, Hanbin and Ye, Mao and Zhu, Ce},
+  booktitle={Proceedings of the IEEE/CVF Conference on Computer Vision and Pattern Recognition},
+  pages={7093--7102},
+  year={2020}
+}
+```
+
+</details>
diff --git a/docs/papers/algorithms/deeppose.md b/docs/papers/algorithms/deeppose.md
@@ -0,0 +1,18 @@
+# DeepPose: Human pose estimation via deep neural networks
+
+<!-- [ALGORITHM] -->
+
+<details>
+<summary align="right"><a href="http://openaccess.thecvf.com/content_cvpr_2014/html/Toshev_DeepPose_Human_Pose_2014_CVPR_paper.html">DeepPose (CVPR'2014)</a></summary>
+
+```bibtex
+@inproceedings{toshev2014deeppose,
+  title={Deeppose: Human pose estimation via deep neural networks},
+  author={Toshev, Alexander and Szegedy, Christian},
+  booktitle={Proceedings of the IEEE conference on computer vision and pattern recognition},
+  pages={1653--1660},
+  year={2014}
+}
+```
+
+</details>
diff --git a/docs/papers/algorithms/higherhrnet.md b/docs/papers/algorithms/higherhrnet.md
@@ -0,0 +1,18 @@
+# HigherHRNet: Scale-Aware Representation Learning for Bottom-Up Human Pose Estimation
+
+<!-- [ALGORITHM] -->
+
+<details>
+<summary align="right"><a href="http://openaccess.thecvf.com/content_CVPR_2020/html/Cheng_HigherHRNet_Scale-Aware_Representation_Learning_for_Bottom-Up_Human_Pose_Estimation_CVPR_2020_paper.html">HigherHRNet (CVPR'2020)</a></summary>
+
+```bibtex
+@inproceedings{cheng2020higherhrnet,
+  title={HigherHRNet: Scale-Aware Representation Learning for Bottom-Up Human Pose Estimation},
+  author={Cheng, Bowen and Xiao, Bin and Wang, Jingdong and Shi, Honghui and Huang, Thomas S and Zhang, Lei},
+  booktitle={Proceedings of the IEEE/CVF Conference on Computer Vision and Pattern Recognition},
+  pages={5386--5395},
+  year={2020}
+}
+```
+
+</details>
diff --git a/docs/papers/algorithms/hmr.md b/docs/papers/algorithms/hmr.md
@@ -0,0 +1,20 @@
+# End-to-end Recovery of Human Shape and Pose
+
+<!-- [ALGORITHM] -->
+
+<details>
+<summary align="right"><a href="http://openaccess.thecvf.com/content_cvpr_2018/html/Kanazawa_End-to-End_Recovery_of_CVPR_2018_paper.html">HMR (CVPR'2018)</a></summary>
+
+```bibtex
+@inProceedings{kanazawaHMR18,
+  title={End-to-end Recovery of Human Shape and Pose},
+  author = {Angjoo Kanazawa
+  and Michael J. Black
+  and David W. Jacobs
+  and Jitendra Malik},
+  booktitle={Computer Vision and Pattern Recognition (CVPR)},
+  year={2018}
+}
+```
+
+</details>
diff --git a/docs/papers/algorithms/hourglass.md b/docs/papers/algorithms/hourglass.md
@@ -0,0 +1,19 @@
+# Stacked hourglass networks for human pose estimation
+
+<!-- [ALGORITHM] -->
+
+<details>
+<summary align="right"><a href="https://link.springer.com/chapter/10.1007/978-3-319-46484-8_29">Hourglass (ECCV'2016)</a></summary>
+
+```bibtex
+@inproceedings{newell2016stacked,
+  title={Stacked hourglass networks for human pose estimation},
+  author={Newell, Alejandro and Yang, Kaiyu and Deng, Jia},
+  booktitle={European conference on computer vision},
+  pages={483--499},
+  year={2016},
+  organization={Springer}
+}
+```
+
+</details>
diff --git a/docs/papers/algorithms/hrnet.md b/docs/papers/algorithms/hrnet.md
@@ -0,0 +1,18 @@
+# Deep high-resolution representation learning for human pose estimation
+
+<!-- [ALGORITHM] -->
+
+<details>
+<summary align="right"><a href="http://openaccess.thecvf.com/content_CVPR_2019/html/Sun_Deep_High-Resolution_Representation_Learning_for_Human_Pose_Estimation_CVPR_2019_paper.html">HRNet (CVPR'2019)</a></summary>
+
+```bibtex
+@inproceedings{sun2019deep,
+  title={Deep high-resolution representation learning for human pose estimation},
+  author={Sun, Ke and Xiao, Bin and Liu, Dong and Wang, Jingdong},
+  booktitle={Proceedings of the IEEE conference on computer vision and pattern recognition},
+  pages={5693--5703},
+  year={2019}
+}
+```
+
+</details>
diff --git a/docs/papers/algorithms/hrnetv2.md b/docs/papers/algorithms/hrnetv2.md
@@ -0,0 +1,19 @@
+# Deep high-resolution representation learning for visual recognition
+
+<!-- [ALGORITHM] -->
+
+<details>
+<summary align="right"><a href="https://ieeexplore.ieee.org/abstract/document/9052469/">HRNetv2 (TPAMI'2019)</a></summary>
+
+```bibtex
+@article{WangSCJDZLMTWLX19,
+  title={Deep High-Resolution Representation Learning for Visual Recognition},
+  author={Jingdong Wang and Ke Sun and Tianheng Cheng and
+          Borui Jiang and Chaorui Deng and Yang Zhao and Dong Liu and Yadong Mu and
+          Mingkui Tan and Xinggang Wang and Wenyu Liu and Bin Xiao},
+  journal={TPAMI},
+  year={2019}
+}
+```
+
+</details>
diff --git a/docs/papers/algorithms/internet.md b/docs/papers/algorithms/internet.md
@@ -0,0 +1,17 @@
+# InterHand2.6M: A Dataset and Baseline for 3D Interacting Hand Pose Estimation from a Single RGB Image
+
+<!-- [ALGORITHM] -->
+
+<details>
+<summary align="right"><a href="https://link.springer.com/content/pdf/10.1007/978-3-030-58565-5_33.pdf">InterNet (ECCV'2020)</a></summary>
+
+```bibtex
+@InProceedings{Moon_2020_ECCV_InterHand2.6M,
+author = {Moon, Gyeongsik and Yu, Shoou-I and Wen, He and Shiratori, Takaaki and Lee, Kyoung Mu},
+title = {InterHand2.6M: A Dataset and Baseline for 3D Interacting Hand Pose Estimation from a Single RGB Image},
+booktitle = {European Conference on Computer Vision (ECCV)},
+year = {2020}
+}
+```
+
+</details>
diff --git a/docs/papers/algorithms/litehrnet.md b/docs/papers/algorithms/litehrnet.md
@@ -0,0 +1,17 @@
+# Lite-HRNet: A Lightweight High-Resolution Network
+
+<!-- [ALGORITHM] -->
+
+<details>
+<summary align="right"><a href="https://arxiv.org/abs/2104.06403">LiteHRNet (CVPR'2021)</a></summary>
+
+```bibtex
+@inproceedings{Yulitehrnet21,
+  title={Lite-HRNet: A Lightweight High-Resolution Network},
+  author={Yu, Changqian and Xiao, Bin and Gao, Changxin and Yuan, Lu and Zhang, Lei and Sang, Nong and Wang, Jingdong},
+  booktitle={CVPR},
+  year={2021}
+}
+```
+
+</details>
diff --git a/docs/papers/algorithms/mspn.md b/docs/papers/algorithms/mspn.md
@@ -0,0 +1,17 @@
+# Rethinking on multi-stage networks for human pose estimation
+
+<!-- [ALGORITHM] -->
+
+<details>
+<summary align="right"><a href="https://arxiv.org/abs/1901.00148">MSPN (ArXiv'2019)</a></summary>
+
+```bibtex
+@article{li2019rethinking,
+  title={Rethinking on Multi-Stage Networks for Human Pose Estimation},
+  author={Li, Wenbo and Wang, Zhicheng and Yin, Binyi and Peng, Qixiang and Du, Yuming and Xiao, Tianzi and Yu, Gang and Lu, Hongtao and Wei, Yichen and Sun, Jian},
+  journal={arXiv preprint arXiv:1901.00148},
+  year={2019}
+}
+```
+
+</details>
diff --git a/docs/papers/algorithms/rsn.md b/docs/papers/algorithms/rsn.md
@@ -0,0 +1,19 @@
+# Learning delicate local representations for multi-person pose estimation
+
+<!-- [ALGORITHM] -->
+
+<details>
+<summary align="right"><a href="https://link.springer.com/chapter/10.1007/978-3-030-58580-8_27">RSN (ECCV'2020)</a></summary>
+
+```bibtex
+@misc{cai2020learning,
+    title={Learning Delicate Local Representations for Multi-Person Pose Estimation},
+    author={Yuanhao Cai and Zhicheng Wang and Zhengxiong Luo and Binyi Yin and Angang Du and Haoqian Wang and Xinyu Zhou and Erjin Zhou and Xiangyu Zhang and Jian Sun},
+    year={2020},
+    eprint={2003.04030},
+    archivePrefix={arXiv},
+    primaryClass={cs.CV}
+}
+```
+
+</details>
diff --git a/docs/papers/algorithms/scnet.md b/docs/papers/algorithms/scnet.md
@@ -0,0 +1,18 @@
+# Improving Convolutional Networks with Self-Calibrated Convolutions
+
+<!-- [ALGORITHM] -->
+
+<details>
+<summary align="right"><a href="http://openaccess.thecvf.com/content_CVPR_2020/html/Liu_Improving_Convolutional_Networks_With_Self-Calibrated_Convolutions_CVPR_2020_paper.html">SCNet (CVPR'2020)</a></summary>
+
+```bibtex
+@inproceedings{liu2020improving,
+  title={Improving Convolutional Networks with Self-Calibrated Convolutions},
+  author={Liu, Jiang-Jiang and Hou, Qibin and Cheng, Ming-Ming and Wang, Changhu and Feng, Jiashi},
+  booktitle={Proceedings of the IEEE/CVF Conference on Computer Vision and Pattern Recognition},
+  pages={10096--10105},
+  year={2020}
+}
+```
+
+</details>
diff --git a/docs/papers/algorithms/simplebaseline2d.md b/docs/papers/algorithms/simplebaseline2d.md
@@ -0,0 +1,18 @@
+# Simple baselines for human pose estimation and tracking
+
+<!-- [ALGORITHM] -->
+
+<details>
+<summary align="right"><a href="http://openaccess.thecvf.com/content_ECCV_2018/html/Bin_Xiao_Simple_Baselines_for_ECCV_2018_paper.html">SimpleBaseline2D (ECCV'2018)</a></summary>
+
+```bibtex
+@inproceedings{xiao2018simple,
+  title={Simple baselines for human pose estimation and tracking},
+  author={Xiao, Bin and Wu, Haiping and Wei, Yichen},
+  booktitle={Proceedings of the European conference on computer vision (ECCV)},
+  pages={466--481},
+  year={2018}
+}
+```
+
+</details>
diff --git a/docs/papers/algorithms/simplebaseline3d.md b/docs/papers/algorithms/simplebaseline3d.md
@@ -0,0 +1,17 @@
+# A simple yet effective baseline for 3d human pose estimation
+
+<!-- [ALGORITHM] -->
+
+<details>
+<summary align="right"><a href="http://openaccess.thecvf.com/content_iccv_2017/html/Martinez_A_Simple_yet_ICCV_2017_paper.html">SimpleBaseline3D (ICCV'2017)</a></summary>
+
+```bibtex
+@inproceedings{martinez_2017_3dbaseline,
+  title={A simple yet effective baseline for 3d human pose estimation},
+  author={Martinez, Julieta and Hossain, Rayat and Romero, Javier and Little, James J.},
+  booktitle={ICCV},
+  year={2017}
+}
+```
+
+</details>
diff --git a/docs/papers/algorithms/udp.md b/docs/papers/algorithms/udp.md
@@ -0,0 +1,18 @@
+# The Devil is in the Details: Delving into Unbiased Data Processing for Human Pose Estimation
+
+<!-- [ALGORITHM] -->
+
+<details>
+<summary align="right"><a href="http://openaccess.thecvf.com/content_CVPR_2020/html/Huang_The_Devil_Is_in_the_Details_Delving_Into_Unbiased_Data_CVPR_2020_paper.html">UDP (CVPR'2020)</a></summary>
+
+```bibtex
+@InProceedings{Huang_2020_CVPR,
+  author = {Huang, Junjie and Zhu, Zheng and Guo, Feng and Huang, Guan},
+  title = {The Devil Is in the Details: Delving Into Unbiased Data Processing for Human Pose Estimation},
+  booktitle = {The IEEE/CVF Conference on Computer Vision and Pattern Recognition (CVPR)},
+  month = {June},
+  year = {2020}
+}
+```
+
+</details>
diff --git a/docs/papers/algorithms/videopose3d.md b/docs/papers/algorithms/videopose3d.md
@@ -0,0 +1,18 @@
+# 3D human pose estimation in video with temporal convolutions and semi-supervised training
+
+<!-- [ALGORITHM] -->
+
+<details>
+<summary align="right"><a href="http://openaccess.thecvf.com/content_CVPR_2019/html/Pavllo_3D_Human_Pose_Estimation_in_Video_With_Temporal_Convolutions_and_CVPR_2019_paper.html">VideoPose3D (CVPR'2019)</a></summary>
+
+```bibtex
+@inproceedings{pavllo20193d,
+  title={3d human pose estimation in video with temporal convolutions and semi-supervised training},
+  author={Pavllo, Dario and Feichtenhofer, Christoph and Grangier, David and Auli, Michael},
+  booktitle={Proceedings of the IEEE/CVF Conference on Computer Vision and Pattern Recognition},
+  pages={7753--7762},
+  year={2019}
+}
+```
+
+</details>
diff --git a/docs/papers/algorithms/vipnas.md b/docs/papers/algorithms/vipnas.md
@@ -0,0 +1,17 @@
+# ViPNAS: Efficient Video Pose Estimation via Neural Architecture Search
+
+<!-- [ALGORITHM] -->
+
+<details>
+<summary align="right"><a href="https://arxiv.org/abs/2105.10154">ViPNAS (CVPR'2021)</a></summary>
+
+```bibtex
+@article{xu2021vipnas,
+  title={ViPNAS: Efficient Video Pose Estimation via Neural Architecture Search},
+  author={Xu, Lumin and Guan, Yingda and Jin, Sheng and Liu, Wentao and Qian, Chen and Luo, Ping and Ouyang, Wanli and Wang, Xiaogang},
+  booktitle={Proceedings of the IEEE conference on computer vision and pattern recognition},
+  year={2021}
+}
+```
+
+</details>
diff --git a/docs/papers/algorithms/wingloss.md b/docs/papers/algorithms/wingloss.md
@@ -0,0 +1,19 @@
+# Wing Loss for Robust Facial Landmark Localisation with Convolutional Neural Networks
+
+<!-- [ALGORITHM] -->
+
+<details>
+<summary align="right"><a href="http://openaccess.thecvf.com/content_cvpr_2018/html/Feng_Wing_Loss_for_CVPR_2018_paper.html">Wingloss (CVPR'2018)</a></summary>
+
+```bibtex
+@inproceedings{feng2018wing,
+  title={Wing Loss for Robust Facial Landmark Localisation with Convolutional Neural Networks},
+  author={Feng, Zhen-Hua and Kittler, Josef and Awais, Muhammad and Huber, Patrik and Wu, Xiao-Jun},
+  booktitle={Computer Vision and Pattern Recognition (CVPR), 2018 IEEE Conference on},
+  year={2018},
+  pages ={2235-2245},
+  organization={IEEE}
+}
+```
+
+</details>