[40] Diederik P. Kingma and Jimmy Ba. Adam: A Method for

Stochastic Optimization. In ICLR, 2015.

[41] Muhammed Kocabas, Nikos Athanasiou, and Michael J.
Black. Vibe: Video inference for human body pose and
shape estimation. In CVPR, 2020.

[42] Muhammed Kocabas, Chun-Hao P. Huang, Joachim Tesch,
Lea M¨uller, Otmar Hilliges, and Michael J. Black. SPEC:
Seeing people in the wild with an estimated camera.
In
ICCV, 2021.

[43] Jogendra Nath Kundu, Siddharth Seth, Pradyumna YM,
Varun Jampani, Anirban Chakraborty, and R Venkatesh
Babu. Uncertainty-aware adaptation for self-supervised 3D
human pose estimation. In CVPR, 2022.

[44] Twan van Laarhoven. L2 regularization versus batch and
arXiv preprint arXiv:1706.05350,

weight normalization.
2017.

[45] Ruilong Li, Shan Yang, David A Ross, and Angjoo
Kanazawa. AI choreographer: Music conditioned 3D dance
generation with AIST++. In ICCV, 2021.

[46] Kevin Lin, Lijuan Wang, and Zicheng Liu. End-to-end hu-
In
Learning 3D Human Pose Estimation from Dozens of Datasets using a Geometry-Aware Autoencoder to Bridge Between Skeleton Formats