Structured Prediction Helps 3D Human Motion Modelling

20 October 2019

Emre Aksan

Manuel Kaufmann

Otmar Hilliges

3DH

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Papers citing "Structured Prediction Helps 3D Human Motion Modelling"

28 / 28 papers shown

Title
Polar Coordinate-Based 2D Pose Prior with Neural Distance Field Qi Gan Sao Mai Nguyen Eric Fenaux Stephan Clémençon Mounîm El Yacoubi 3DH 48 0 0 06 May 2025
Prof. Robot: Differentiable Robot Rendering Without Static and Self-Collisions Quanyuan Ruan Jiabao Lei Wenhao Yuan Y. Zhang Dekun Lu Guiliang Liu Kui Jia 59 0 0 14 Mar 2025
DGFM: Full Body Dance Generation Driven by Music Foundation Models Xinran Liu Zhenhua Feng Diptesh Kanojia Wenwu Wang DiffM 62 1 0 27 Feb 2025
HUMOS: Human Motion Model Conditioned on Body Shape Shashank Tripathi Omid Taheri Christoph Lassner Michael J. Black Daniel Holden Carsten Stoll 3DH DiffM 42 6 0 05 Sep 2024
A Mixture of Experts Approach to 3D Human Motion Prediction Edmund Shieh Joshua Lee Franco Kang Min Bae Tej Lalvani 27 1 0 09 May 2024
Towards more realistic human motion prediction with attention to motion coordination Pengxiang Ding Jianqin Yin 46 16 0 04 Apr 2024
PACE: Human and Camera Motion Estimation from in-the-wild Videos Muhammed Kocabas Ye Yuan Pavlo Molchanov Yunrong Guo Michael J. Black Otmar Hilliges Jan Kautz Umar Iqbal 3DH 21 14 0 20 Oct 2023
Multiscale Residual Learning of Graph Convolutional Sequence Chunks for Human Motion Prediction Mohsen Zand Ali Etemad Michael A. Greenspan 3DH 17 2 0 31 Aug 2023
AI-Generated Content (AIGC) for Various Data Modalities: A Survey Lin Geng Foo Hossein Rahmani J. Liu 55 30 0 27 Aug 2023
Persistent-Transient Duality: A Multi-mechanism Approach for Modeling Human-Object Interaction Hung Tran Vuong Le Svetha Venkatesh T. Tran 28 1 0 24 Jul 2023
Dance Generation by Sound Symbolic Words Miki Okamura Naruya Kondo Tatsuki Fushimi Maki Sakamoto Yoichi Ochiai 22 4 0 06 Jun 2023
Generating Continual Human Motion in Diverse 3D Scenes Aymen Mir Xavier Puig Angjoo Kanazawa Gerard Pons-Moll 3DH 29 27 0 04 Apr 2023
Diverse Motion In-betweening with Dual Posture Stitching Tianxiang Ren Jubo Yu Shihui Guo Ying Ma Yutao Ouyang Zi-Xin Zeng Yazhan Zhang Yipeng Qin VGen DiffM 18 2 0 25 Mar 2023
CAMS: CAnonicalized Manipulation Spaces for Category-Level Functional Hand-Object Manipulation Synthesis Juntian Zheng Qingyuan Zheng Lixing Fang Yun-Hai Liu Li Yi 16 45 0 25 Mar 2023
FineDance: A Fine-grained Choreography Dataset for 3D Full Body Dance Generation Ronghui Li Junfan Zhao Yachao Zhang Mingyang Su Zeping Ren Han Zhang Yansong Tang Xiuhua Li DiffM 18 49 0 07 Dec 2022
PoseGPT: Quantization-based 3D Human Motion Generation and Forecasting Thomas Lucas Fabien Baradel Philippe Weinzaepfel Grégory Rogez 16 67 0 19 Oct 2022
PoseBERT: A Generic Transformer Module for Temporal 3D Human Modeling Fabien Baradel Romain Brégier Thibault Groueix Philippe Weinzaepfel Yannis Kalantidis Grégory Rogez ViT 16 14 0 22 Aug 2022
MoDi: Unconditional Motion Synthesis from Diverse Data Sigal Raab Inbal Leibovitch Peizhuo Li Kfir Aberman O. Sorkine-Hornung Daniel Cohen-Or DiffM 16 54 0 16 Jun 2022
COUCH: Towards Controllable Human-Chair Interactions Xiaohan Zhang Bharat Lal Bhatnagar V. Guzov Sebastian Starke Gerard Pons-Moll 30 97 0 01 May 2022
TEMOS: Generating diverse human motions from textual descriptions Mathis Petrovich Michael J. Black Gül Varol 40 365 0 25 Apr 2022
H4D: Human 4D Modeling by Learning Neural Compositional Representation Boyan Jiang Yinda Zhang Xingkui Wei Xiangyang Xue Yanwei Fu 3DH 16 19 0 02 Mar 2022
Consistent 3D Hand Reconstruction in Video via self-supervised Learning Zhigang Tu Zhishen Huang Yujin Chen Di Kang Linchao Bao Bisheng Yang Junsong Yuan 3DH 30 37 0 24 Jan 2022
GLAMR: Global Occlusion-Aware Human Mesh Recovery with Dynamic Cameras Ye Yuan Umar Iqbal Pavlo Molchanov Kris M. Kitani Jan Kautz 3DH 31 115 0 02 Dec 2021
Exploring Versatile Prior for Human Motion via Motion Frequency Guidance Jiachen Xu Min Wang Jing-yu Gong Wentao Liu Chao Qian Yuan Xie Lizhuang Ma 23 9 0 25 Nov 2021
Render In-between: Motion Guided Video Synthesis for Action Interpolation Hsuan-I Ho Xu Chen Jie Song Otmar Hilliges 3DH DiffM 16 2 0 01 Nov 2021
Bilevel Online Adaptation for Out-of-Domain Human Mesh Reconstruction Shanyan Guan Jingwei Xu Yunbo Wang Bingbing Ni Xiaokang Yang 3DH 25 50 0 30 Mar 2021
Perpetual Motion: Generating Unbounded Human Motion Yan Zhang Michael J. Black Siyu Tang 3DH 45 47 0 27 Jul 2020
Residual Force Control for Agile Human Behavior Imitation and Extended Motion Synthesis Ye Yuan Kris M. Kitani 21 73 0 12 Jun 2020