PoseEmbroider: Towards a 3D, Visual, Semantic-aware Human Pose Representation

10 September 2024

Ginger Delmas

Philippe Weinzaepfel

Francesc Moreno-Noguer

Grégory Rogez

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Papers citing "PoseEmbroider: Towards a 3D, Visual, Semantic-aware Human Pose Representation"

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Title
PromptHMR: Promptable Human Mesh Recovery Yufu Wang Yu Sun Priyanka Patel Kostas Daniilidis Michael J. Black Muhammed Kocabas 3DH 156 0 0 08 Apr 2025
ChatPose: Chatting about 3D Human Pose Yao Feng Jing Lin Sai Kumar Dwivedi Yu Sun Priyanka Patel Michael J. Black 3DH 65 42 0 30 Nov 2023
SMPLer-X: Scaling Up Expressive Human Pose and Shape Estimation Rock Stevens Wanqi Yin Ailing Zeng Chen Wei Andrew Ruef ... Mingyuan Zhang Lei Zhang Chen Change Loy Lei Yang Ziwei Liu 90 87 0 29 Sep 2023
Motion-X: A Large-scale 3D Expressive Whole-body Human Motion Dataset Jing Lin Ailing Zeng Shunlin Lu Yuan-Yuan Cai Ruimao Zhang Haoqian Wang L. Zhang VGen 83 123 0 03 Jul 2023
Humans in 4D: Reconstructing and Tracking Humans with Transformers Shubham Goel Georgios Pavlakos Jathushan Rajasegaran Angjoo Kanazawa Jitendra Malik 3DH 85 190 0 31 May 2023
One-Stage 3D Whole-Body Mesh Recovery with Component Aware Transformer Jing Lin Ailing Zeng Haoqian Wang Lei Zhang Y. Li 3DH 82 106 0 28 Mar 2023
HumanBench: Towards General Human-centric Perception with Projector Assisted Pretraining Shixiang Tang Cheng Chen Qingsong Xie Meilin Chen Yizhou Wang ... Feng Zhu Haiyang Yang Li Yi Rui Zhao Wanli Ouyang VLM 95 36 0 10 Mar 2023
UniHCP: A Unified Model for Human-Centric Perceptions Yuanzheng Ci Yizhou Wang Meilin Chen Shixiang Tang Lei Bai Feng Zhu Rui Zhao F. Yu Donglian Qi Wanli Ouyang 130 52 0 06 Mar 2023
SMAUG: Sparse Masked Autoencoder for Efficient Video-Language Pre-training Yuanze Lin Chen Wei Huiyu Wang Alan Yuille Cihang Xie 3DGS 63 15 0 21 Nov 2022
InstructPix2Pix: Learning to Follow Image Editing Instructions Tim Brooks Aleksander Holynski Alexei A. Efros DiffM 209 1,830 0 17 Nov 2022
FLAME: Free-form Language-based Motion Synthesis & Editing Jihoon Kim Jiseob Kim Sungjoon Choi VGen 93 213 0 01 Sep 2022
TM2T: Stochastic and Tokenized Modeling for the Reciprocal Generation of 3D Human Motions and Texts Chuan Guo Xinxin Xuo Sen Wang Li Cheng VGen 150 242 0 04 Jul 2022
ViTPose: Simple Vision Transformer Baselines for Human Pose Estimation Yufei Xu Jing Zhang Qiming Zhang Dacheng Tao ViT 81 537 0 26 Apr 2022
TEMOS: Generating diverse human motions from textual descriptions Mathis Petrovich Michael J. Black Gül Varol 128 389 0 25 Apr 2022
Versatile Multi-Modal Pre-Training for Human-Centric Perception Fangzhou Hong Liang Pan Zhongang Cai Ziwei Liu VLM 69 24 0 25 Mar 2022
MotionCLIP: Exposing Human Motion Generation to CLIP Space Guy Tevet Brian Gordon Amir Hertz Amit H. Bermano Daniel Cohen-Or CLIP 125 345 0 15 Mar 2022
Omnivore: A Single Model for Many Visual Modalities Rohit Girdhar Mannat Singh Nikhil Ravi Laurens van der Maaten Armand Joulin Ishan Misra 268 236 0 20 Jan 2022
TriCoLo: Trimodal Contrastive Loss for Text to Shape Retrieval Yue Ruan Han-Hung Lee Yiming Zhang Ke Zhang Angel X. Chang 78 21 0 19 Jan 2022
EgoBody: Human Body Shape and Motion of Interacting People from Head-Mounted Devices Siwei Zhang Qianli Ma Yan Zhang Zhiyin Qian Taein Kwon Marc Pollefeys Federica Bogo Siyu Tang 87 97 0 14 Dec 2021
DiffusionCLIP: Text-Guided Diffusion Models for Robust Image Manipulation Gwanghyun Kim Taesung Kwon Jong Chul Ye DiffM 198 655 0 06 Oct 2021
VATT: Transformers for Multimodal Self-Supervised Learning from Raw Video, Audio and Text Hassan Akbari Liangzhe Yuan Rui Qian Wei-Hong Chuang Shih-Fu Chang Huayu Chen Boqing Gong ViT 326 589 0 22 Apr 2021
On Self-Contact and Human Pose Lea Müller Ahmed A. A. Osman Siyu Tang C. Huang Michael J. Black 3DH 65 102 0 07 Apr 2021
Learning Transferable Visual Models From Natural Language Supervision Alec Radford Jong Wook Kim Chris Hallacy Aditya A. Ramesh Gabriel Goh ... Amanda Askell Pamela Mishkin Jack Clark Gretchen Krueger Ilya Sutskever CLIP VLM 967 29,810 0 26 Feb 2021
An Image is Worth 16x16 Words: Transformers for Image Recognition at Scale Alexey Dosovitskiy Lucas Beyer Alexander Kolesnikov Dirk Weissenborn Xiaohua Zhai ... Matthias Minderer G. Heigold Sylvain Gelly Jakob Uszkoreit N. Houlsby ViT 670 41,430 0 22 Oct 2020
Self-Supervised MultiModal Versatile Networks Jean-Baptiste Alayrac Adrià Recasens R. Schneider Relja Arandjelović Jason Ramapuram J. Fauw Lucas Smaira Sander Dieleman Andrew Zisserman SSL 142 375 0 29 Jun 2020
DistilBERT, a distilled version of BERT: smaller, faster, cheaper and lighter Victor Sanh Lysandre Debut Julien Chaumond Thomas Wolf 255 7,547 0 02 Oct 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 58 1,725 0 11 Apr 2019
Composing Text and Image for Image Retrieval - An Empirical Odyssey Nam S. Vo Lu Jiang Chen Sun Kevin Patrick Murphy Li Li Li Fei-Fei James Hays CoGe 56 368 0 18 Dec 2018
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
End-to-end Recovery of Human Shape and Pose Angjoo Kanazawa Michael J. Black David Jacobs Jitendra Malik 3DH 213 1,801 0 18 Dec 2017
HP-GAN: Probabilistic 3D human motion prediction via GAN Emad Barsoum J. Kender Zicheng Liu 3DH 86 331 0 27 Nov 2017
Layer Normalization Jimmy Lei Ba J. Kiros Geoffrey E. Hinton 426 10,531 0 21 Jul 2016
The KIT Motion-Language Dataset Matthias Plappert Christian Mandery Tamim Asfour 248 289 0 13 Jul 2016
Gaussian Error Linear Units (GELUs) Dan Hendrycks Kevin Gimpel 174 5,042 0 27 Jun 2016
Adam: A Method for Stochastic Optimization Diederik P. Kingma Jimmy Ba ODL 2.0K 150,312 0 22 Dec 2014