BoDiffusion: Diffusing Sparse Observations for Full-Body Human Motion Synthesis

21 April 2023

Papers citing "BoDiffusion: Diffusing Sparse Observations for Full-Body Human Motion Synthesis"

42 / 42 papers shown

Title
DragPoser: Motion Reconstruction from Variable Sparse Tracking Signals via Latent Space Optimization J. L. Pontón Eduard Pujol A. Aristidou Carlos Andújar N. Pelechano 77 1 0 29 Apr 2024
Avatars Grow Legs: Generating Smooth Human Motion from Sparse Tracking Inputs with Diffusion Model Yuming Du Robin Kips Albert Pumarola Sebastian Starke Ali K. Thabet A. Sanakoyeu VGen DiffM 76 98 0 17 Apr 2023
Scalable Diffusion Models with Transformers William S. Peebles Saining Xie GNN 118 2,418 0 19 Dec 2022
DiffusionBERT: Improving Generative Masked Language Models with Diffusion Models Zhengfu He Tianxiang Sun Kuan-Chieh Wang Xuanjing Huang Xipeng Qiu DiffM VLM 74 130 0 28 Nov 2022
Human Motion Diffusion Model Guy Tevet Sigal Raab Brian Gordon Yonatan Shafir Daniel Cohen-Or Amit H. Bermano DiffM VGen 270 767 0 29 Sep 2022
QuestSim: Human Motion Tracking from Sparse Sensors with Simulated Avatars Alexander Winkler Jungdam Won Yuting Ye 71 118 0 20 Sep 2022
FLAME: Free-form Language-based Motion Synthesis & Editing Jihoon Kim Jiseob Kim Sungjoon Choi VGen 98 213 0 01 Sep 2022
MotionDiffuse: Text-Driven Human Motion Generation with Diffusion Model Mingyuan Zhang Zhongang Cai Liang Pan Fangzhou Hong Xinying Guo Lei Yang Ziwei Liu DiffM VGen 112 579 0 31 Aug 2022
AvatarPoser: Articulated Full-Body Pose Tracking from Sparse Motion Sensing Jiaxi Jiang Paul Streli Huajian Qiu A. Fender Larissa Laich Patrick Snape Christian Holz 117 109 0 27 Jul 2022
TEMOS: Generating diverse human motions from textual descriptions Mathis Petrovich Michael J. Black Gül Varol 128 389 0 25 Apr 2022
Hierarchical Text-Conditional Image Generation with CLIP Latents Aditya A. Ramesh Prafulla Dhariwal Alex Nichol Casey Chu Mark Chen VLM DiffM 413 6,908 0 13 Apr 2022
Video Diffusion Models Jonathan Ho Tim Salimans Alexey A. Gritsenko William Chan Mohammad Norouzi David J. Fleet DiffM VGen 209 1,640 0 07 Apr 2022
Make-A-Scene: Scene-Based Text-to-Image Generation with Human Priors Oran Gafni Adam Polyak Oron Ashual Shelly Sheynin Devi Parikh Yaniv Taigman DiffM 81 524 0 24 Mar 2022
Physical Inertial Poser (PIP): Physics-aware Real-time Human Motion Tracking from Sparse Inertial Sensors Xinyu Yi Yuxiao Zhou Marc Habermann Soshi Shimada Vladislav Golyanik Christian Theobalt F. Xu 80 170 0 16 Mar 2022
FLAG: Flow-based 3D Avatar Generation from Sparse Observations S. Aliakbarian Pashmina Cameron Federica Bogo Andrew Fitzgibbon T. Cashman 3DH 81 55 0 11 Mar 2022
High-Resolution Image Synthesis with Latent Diffusion Models Robin Rombach A. Blattmann Dominik Lorenz Patrick Esser Bjorn Ommer 3DV 493 15,768 0 20 Dec 2021
GLIDE: Towards Photorealistic Image Generation and Editing with Text-Guided Diffusion Models Alex Nichol Prafulla Dhariwal Aditya A. Ramesh Pranav Shyam Pamela Mishkin Bob McGrew Ilya Sutskever Mark Chen 364 3,627 0 20 Dec 2021
Learning to Fit Morphable Models Vasileios Choutas Federica Bogo Jingjing Shen Julien P. C. Valentin 3DH 44 18 0 29 Nov 2021
ProtoRes: Proto-Residual Network for Pose Authoring via Learned Inverse Kinematics Boris N. Oreshkin Florent Bocquelet Félix G. Harvey Bay Raitt Dominic Laflamme 3DH 64 15 0 03 Jun 2021
Diffusion Models Beat GANs on Image Synthesis Prafulla Dhariwal Alex Nichol 268 7,938 0 11 May 2021
HuMoR: 3D Human Motion Model for Robust Pose Estimation Davis Rempe Tolga Birdal Aaron Hertzmann Jimei Yang Srinath Sridhar Leonidas Guibas 3DH 98 316 0 10 May 2021
Action-Conditioned 3D Human Motion Synthesis with Transformer VAE Mathis Petrovich Michael J. Black Gül Varol ViT 104 505 0 12 Apr 2021
Character Controllers Using Motion VAEs Hung Yu Ling F. Zinno George Cheng M. van de Panne DRL 53 254 0 26 Mar 2021
LoBSTr: Real-time Lower-body Pose Prediction from Sparse Upper-body Tracking Signals Dongseok Yang Doyeon Kim Sung-Hee Lee 3DH 105 83 0 02 Mar 2021
Improved Denoising Diffusion Probabilistic Models Alex Nichol Prafulla Dhariwal DiffM 352 3,716 0 18 Feb 2021
Denoising Diffusion Implicit Models Jiaming Song Chenlin Meng Stefano Ermon VLM DiffM 289 7,469 0 06 Oct 2020
DiffWave: A Versatile Diffusion Model for Audio Synthesis Zhifeng Kong Ming-Yu Liu Jiaji Huang Kexin Zhao Bryan Catanzaro DiffM BDL 161 1,468 0 21 Sep 2020
Denoising Diffusion Probabilistic Models Jonathan Ho Ajay Jain Pieter Abbeel DiffM 718 18,310 0 19 Jun 2020
Improved Techniques for Training Score-Based Generative Models Yang Song Stefano Ermon DiffM 260 1,163 0 16 Jun 2020
Weakly Supervised 3D Human Pose and Shape Reconstruction with Normalizing Flows Andrei Zanfir Eduard Gabriel Bazavan Hongyi Xu Bill Freeman Rahul Sukthankar C. Sminchisescu 3DH 67 135 0 23 Mar 2020
Decision-Making with Auto-Encoding Variational Bayes Romain Lopez Pierre Boyeau Nir Yosef Michael I. Jordan Jeffrey Regier BDL 513 10,591 0 17 Feb 2020
Generative Modeling by Estimating Gradients of the Data Distribution Yang Song Stefano Ermon SyDa DiffM 258 3,956 0 12 Jul 2019
Expressive Body Capture: 3D Hands, Face, and Body from a Single Image Georgios Pavlakos Vasileios Choutas N. Ghorbani Timo Bolkart Ahmed A. A. Osman Dimitrios Tzionas Michael J. Black 3DH 62 1,725 0 11 Apr 2019
AMASS: Archive of Motion Capture as Surface Shapes Naureen Mahmood N. Ghorbani N. Troje Gerard Pons-Moll Michael J. Black 3DH 48 1,259 0 05 Apr 2019
Lagging Inference Networks and Posterior Collapse in Variational Autoencoders Junxian He Daniel M. Spokoyny Graham Neubig Taylor Berg-Kirkpatrick BDL DRL 92 273 0 16 Jan 2019
On the Continuity of Rotation Representations in Neural Networks Yi Zhou Connelly Barnes Jingwan Lu Jimei Yang Hao Li 3DH 80 1,294 0 17 Dec 2018
Decoupled Weight Decay Regularization I. Loshchilov Frank Hutter OffRL 151 2,151 0 14 Nov 2017
Text2Action: Generative Adversarial Synthesis from Language to Action Hyemin Ahn Timothy Ha Yunho Choi Hwiyeon Yoo Songhwai Oh GAN 48 144 0 15 Oct 2017
Improving Variational Inference with Inverse Autoregressive Flow Diederik P. Kingma Tim Salimans Rafal Jozefowicz Xi Chen Ilya Sutskever Max Welling BDL DRL 150 1,825 0 15 Jun 2016
Variational Inference with Normalizing Flows Danilo Jimenez Rezende S. Mohamed DRL BDL 322 4,196 0 21 May 2015
U-Net: Convolutional Networks for Biomedical Image Segmentation Olaf Ronneberger Philipp Fischer Thomas Brox SSeg 3DV 1.9K 77,378 0 18 May 2015
Deep Unsupervised Learning using Nonequilibrium Thermodynamics Jascha Narain Sohl-Dickstein Eric A. Weiss Niru Maheswaranathan Surya Ganguli SyDa DiffM 312 7,016 0 12 Mar 2015