Suggested Papers (Jan 2023 - )
If you have papers in mind, please post it on Slack first. The reading group Tzar will compile them and post them here.
CROM: Continuous Reduced-Order Modeling of PDEs Using Implicit Neural Representations
- Proposed by: Dinesh Pai
- Authors: Peter Yichen Chen, Jinxu Xiang, Dong Heon Cho, Yue Chang, G A Pershing, Henrique Teles Maia, Maurizio M. Chiaramonte, Kevin Carlberg, Eitan Grinspun
- Venue: ICLR 2023
- Project
- OpenReview
BEDLAM: A Synthetic Dataset of Bodies Exhibiting Detailed Lifelike Animated Motion
- Lead: Niloofar Khoshsiyar
- Authors: Michael J. Black, Priyanka Patel, Joachim Tesch, Jinlong Yang
- Venue: CVPR 2023
- Project
PoseVocab: Learning Joint-structured Pose Embeddings for Human Avatar Modeling
- Lead: Niloofar Khoshsiyar
- Authors: Zhe Li, Zerong Zheng, Yuxiao Liu, Boyao Zhou, Yebin Liu
- Venue: SIGGRAPH 2023
- Project
D&D: Learning Human Dynamics from Dynamic Camera
- Lead: Guanxiong Chen
- Authors: Jiefeng Li, Siyuan Bian, Chao Xu, Gang Liu, Gang Yu, Cewu Lu
- Venue: ECCV 2022
- Reasons:
- Physics-aware mocap with moving camera
- Paper
- Code
EMU: Efficient Muscle Simulation in Deformation Space
- Lead: Guanxiong Chen
- Authors: Vismay Modi, Lawson Fulton, Shinjiro Sueda, Alec Jacobson, David I.W. Levin
- Venue: Computer Graphics Forum 2020
- Reasons:
- Simulation techiniques adopted by “Interactive Modelling of Volumetric Musculoskeletal Anatomy” which we discussed on Feb 3, 2023
- Shin and David are in the author list
- Paper
We are More than Our Joints: Predicting how 3D Bodies Move
- Lead: Niloofar Khoshsiyar
- Authors: Zhang, Yan and Black, Michael J and Tang, Siyu
- Venue: CVPR 2021
- Reasons:
- From Michael J Black’s group
- Paper
Synthesizing Long-Term 3D Human Motion and Interaction in 3D Scenes
- Lead: Niloofar Khoshsiyar
- Authors: Jiashun Wang, Huazhe Xu, Jingwei Xu, Sifei Liu, Xiaolong Wang
- Venue: CVPR 2021
- Reasons:
- Paper
Deep learning of biomimetic sensorimotor control for biomechanical human animation
- Lead: Guanxiong Chen
- Authors: Masaki Nakada, Tao Zhou, Honglin Chen, Tomer Weiss, and Demetri Terzopoulos
- Venue: ToG 2018
- Reasons:
- Cited many of Dinesh’s papers. So I guess quite relevant?
- Paper
RedMax: Efficient & Flexible Approach for Articulated Dynamics
- Lead: Guanxiong Chen
- Authors: Ying Wang, Nicholas J. Weidner, Margaret A. Baxter, Yura Hwang, Danny M. Kaufman, and Shinjiro Sueda
- Venue: SIGGRAPH 2019 (Vol. 38, No. 4, Article 104),
- Reasons:
- Danny and Shin are in the author list
- Paper