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MEGA: Masked Generative Autoencoder for Human Mesh Recovery

29 May 2024

Guénolé Fiche

Simon Leglaive

Xavier Alameda-Pineda

Francesc Moreno-Noguer

3DH

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Papers citing "MEGA: Masked Generative Autoencoder for Human Mesh Recovery"

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Title
MeshPose: Unifying DensePose and 3D Body Mesh reconstruction Eric-Tuan Lê Antonis Kakolyris Petros Koutras Himmy Tam Efstratios Skordos George Papandreou Rıza Alp Güler Iasonas Kokkinos CVBM 3DH 85 2 0 14 Jun 2024
TokenHMR: Advancing Human Mesh Recovery with a Tokenized Pose Representation Sai Kumar Dwivedi Yu Sun Priyanka Patel Yao Feng Michael J. Black 3DH 107 33 0 25 Apr 2024
NRDF: Neural Riemannian Distance Fields for Learning Articulated Pose Priors Yannan He Garvita Tiwari Tolga Birdal J. E. Lenssen Gerard Pons-Moll 104 9 0 05 Mar 2024
VQ-HPS: Human Pose and Shape Estimation in a Vector-Quantized Latent Space Guénolé Fiche Simon Leglaive Xavier Alameda-Pineda Antonio Agudo Francesc Moreno-Noguer 89 6 0 13 Dec 2023
MoMask: Generative Masked Modeling of 3D Human Motions Chuan Guo Yuxuan Mu Muhammad Gohar Javed Sen Wang Li Cheng VGen 90 138 0 29 Nov 2023
Cross-view and Cross-pose Completion for 3D Human Understanding M. Armando Salma Galaaoui Fabien Baradel Thomas Lucas Vincent Leroy Romain Brégier Philippe Weinzaepfel Grégory Rogez ViT 3DH 18 4 0 15 Nov 2023
EMDB: The Electromagnetic Database of Global 3D Human Pose and Shape in the Wild Manuel Kaufmann Mingli Song Chen Guo Kaiyue Shen Tianjian Jiang Chengcheng Tang Juan Jose Zarate Otmar Hilliges 3DH 60 40 0 31 Aug 2023
Generative Approach for Probabilistic Human Mesh Recovery using Diffusion Models Hanbyel Cho Junmo Kim 3DH 87 9 0 05 Aug 2023
BEDLAM: A Synthetic Dataset of Bodies Exhibiting Detailed Lifelike Animated Motion Michael J. Black Priyanka Patel J. Tesch Jinlong Yang 3DH 102 137 0 29 Jun 2023
Generative Proxemics: A Prior for 3D Social Interaction from Images Lea Müller Vickie Ye Georgios Pavlakos Michael J. Black Angjoo Kanazawa DiffM 66 30 0 15 Jun 2023
Humans in 4D: Reconstructing and Tracking Humans with Transformers Shubham Goel Georgios Pavlakos Jathushan Rajasegaran Angjoo Kanazawa Jitendra Malik 3DH 83 190 0 31 May 2023
Know Your Self-supervised Learning: A Survey on Image-based Generative and Discriminative Training Utku Ozbulak Hyun Jung Lee Beril Boga Esla Timothy Anzaku Ho-min Park Arnout Van Messem W. D. Neve J. Vankerschaver DiffM 62 37 0 23 May 2023
NIKI: Neural Inverse Kinematics with Invertible Neural Networks for 3D Human Pose and Shape Estimation Jiefeng Li Siyuan Bian Qi Liu Jiasheng Tang Fan Wang Cewu Lu 3DH 86 55 0 15 May 2023
HuManiFlow: Ancestor-Conditioned Normalising Flows on SO(3) Manifolds for Human Pose and Shape Distribution Estimation A. Sengupta Ignas Budvytis R. Cipolla 3DH 79 20 0 11 May 2023
A vector quantized masked autoencoder for audiovisual speech emotion recognition Samir Sadok Simon Leglaive Renaud Séguier SSL 115 6 0 05 May 2023
A vector quantized masked autoencoder for speech emotion recognition Samir Sadok Simon Leglaive Renaud Séguier 98 21 0 21 Apr 2023
Sampling is Matter: Point-guided 3D Human Mesh Reconstruction Jeonghwan Kim Minji Gwon H. Park H. Kwon Gi-Mun Um Wonjun Kim Konkuk University 3DH 47 34 0 19 Apr 2023
3D Human Pose Estimation via Intuitive Physics Shashank Tripathi Lea Müller C. Huang Omid Taheri Michael J. Black Dimitrios Tzionas 3DH 98 72 0 31 Mar 2023
3D Human Mesh Estimation from Virtual Markers Xiaoxuan Ma Jiajun Su Chun-yu Wang Wenjie Zhu Yizhou Wang 3DH 79 51 0 21 Mar 2023
Human Pose as Compositional Tokens Zigang Geng Chunyu Wang Yixuan Wei Ze Liu Houqiang Li Han Hu 70 49 0 21 Mar 2023
Rethinking Self-Supervised Visual Representation Learning in Pre-training for 3D Human Pose and Shape Estimation Hongsuk Choi Hyeongjin Nam T. Lee Gyeongsik Moon Kyoung Mu Lee 68 7 0 09 Mar 2023
Muse: Text-To-Image Generation via Masked Generative Transformers Huiwen Chang Han Zhang Jarred Barber AJ Maschinot José Lezama ... Kevin Patrick Murphy William T. Freeman Michael Rubinstein Yuanzhen Li Dilip Krishnan DiffM 254 553 0 02 Jan 2023
MPT: Mesh Pre-Training with Transformers for Human Pose and Mesh Reconstruction Kevin Qinghong Lin Chung-Ching Lin Lin Liang Zicheng Liu Lijuan Wang 3DH 117 14 0 24 Nov 2022
TORE: Token Reduction for Efficient Human Mesh Recovery with Transformer Zhiyang Dou Qingxuan Wu Chu-Hsing Lin Zeyu Cao Qiangqiang Wu Weilin Wan Taku Komura Wenping Wang 69 40 0 19 Nov 2022
Self-Supervised 3D Human Pose Estimation in Static Video Via Neural Rendering Luca Schmidtke Benjamin Hou Athanasios Vlontzos Bernhard Kainz 3DH 65 1 0 10 Oct 2022
Benchmarking and Analyzing 3D Human Pose and Shape Estimation Beyond Algorithms Huijuan Pang Zhongang Cai Lei Yang Tianwei Zhang Ziwei Liu 3DH 121 29 0 21 Sep 2022
Learning Visibility for Robust Dense Human Body Estimation Chunfeng Yao Jimei Yang Duygu Ceylan Yi Zhou Yang Zhou Ming-Hsuan Yang 3DH 60 21 0 23 Aug 2022
CLIFF: Carrying Location Information in Full Frames into Human Pose and Shape Estimation Zhihao Li Jianzhuang Liu Zhensong Zhang Songcen Xu Youliang Yan 3DH 71 225 0 01 Aug 2022
A Survey on Masked Autoencoder for Self-supervised Learning in Vision and Beyond Chaoning Zhang Chenshuang Zhang Junha Song John Seon Keun Yi Kang Zhang In So Kweon SSL 80 77 0 30 Jul 2022
Cross-Attention of Disentangled Modalities for 3D Human Mesh Recovery with Transformers Junhyeong Cho Youwang Kim Tae-Hyun Oh ViT 75 123 0 27 Jul 2022
Learned Vertex Descent: A New Direction for 3D Human Model Fitting Enric Corona Gerard Pons-Moll Guillem Alenyà Francesc Moreno-Noguer 3DH 69 40 0 12 May 2022
On Triangulation as a Form of Self-Supervision for 3D Human Pose Estimation S. Roy Leonardo Citraro S. Honari Pascal Fua 3DH 106 10 0 29 Mar 2022
Occluded Human Mesh Recovery Rawal Khirodkar Shashank Tripathi Kris Kitani 3DH 95 72 0 24 Mar 2022
MaskGIT: Masked Generative Image Transformer Huiwen Chang Han Zhang Lu Jiang Ce Liu William T. Freeman ViT 153 678 0 08 Feb 2022
Neural Fields in Visual Computing and Beyond Yiheng Xie Towaki Takikawa Shunsuke Saito Or Litany Shiqin Yan Numair Khan Federico Tombari James Tompkin Vincent Sitzmann Srinath Sridhar 3DH 169 628 0 22 Nov 2021
Masked Autoencoders Are Scalable Vision Learners Kaiming He Xinlei Chen Saining Xie Yanghao Li Piotr Dollár Ross B. Girshick ViT TPM 467 7,757 0 11 Nov 2021
Leveraging MoCap Data for Human Mesh Recovery Fabien Baradel Thibault Groueix Philippe Weinzaepfel Romain Brégier Yannis Kalantidis Grégory Rogez 3DH 57 15 0 18 Oct 2021
A Review of the Gumbel-max Trick and its Extensions for Discrete Stochasticity in Machine Learning Iris A. M. Huijben W. Kool Max B. Paulus Ruud J. G. van Sloun 92 97 0 04 Oct 2021
Hierarchical Kinematic Probability Distributions for 3D Human Shape and Pose Estimation from Images in the Wild A. Sengupta Ignas Budvytis R. Cipolla 3DH 66 60 0 03 Oct 2021
Probabilistic Modeling for Human Mesh Recovery Nikos Kolotouros Georgios Pavlakos Dinesh Jayaraman Kostas Daniilidis 3DH 59 168 0 26 Aug 2021
Structured Denoising Diffusion Models in Discrete State-Spaces Jacob Austin Daniel D. Johnson Jonathan Ho Daniel Tarlow Rianne van den Berg DiffM 176 941 0 07 Jul 2021
BEiT: BERT Pre-Training of Image Transformers Hangbo Bao Li Dong Songhao Piao Furu Wei ViT 276 2,826 0 15 Jun 2021
Multi-Person Extreme Motion Prediction Wen Guo Xiaoyu Bie Xavier Alameda-Pineda Francesc Moreno-Noguer 3DH 76 72 0 18 May 2021
PARE: Part Attention Regressor for 3D Human Body Estimation Muhammed Kocabas C. Huang Otmar Hilliges Michael J. Black 3DH 100 408 0 17 Apr 2021
Learning to Estimate Robust 3D Human Mesh from In-the-Wild Crowded Scenes Hongsuk Choi Gyeongsik Moon J. Park Kyoung Mu Lee 3DH 63 86 0 15 Apr 2021
Evaluating Neural Word Embeddings for Sanskrit Kevin Qinghong Lin Om Adideva Digumarthi Komal Laxmidhar Behera Pawan Goyal 87 12 0 01 Apr 2021
PyMAF: 3D Human Pose and Shape Regression with Pyramidal Mesh Alignment Feedback Loop Hongwen Zhang Yating Tian Xinchi Zhou Wanli Ouyang Yebin Liu Limin Wang Zhenan Sun 3DH 76 304 0 30 Mar 2021
Probabilistic 3D Human Shape and Pose Estimation from Multiple Unconstrained Images in the Wild A. Sengupta Ignas Budvytis R. Cipolla 3DH 55 61 0 19 Mar 2021
End-to-End Human Pose and Mesh Reconstruction with Transformers Kevin Qinghong Lin Lijuan Wang Zicheng Liu ViT 74 626 0 17 Dec 2020
CanonPose: Self-Supervised Monocular 3D Human Pose Estimation in the Wild Bastian Wandt Marco Rudolph Petrissa Zell Helge Rhodin Bodo Rosenhahn 3DH 70 101 0 30 Nov 2020