Are Pose Estimators Ready for the Open World? STAGE: Synthetic Data Generation Toolkit for Auditing 3D Human Pose Estimators

28 August 2024

Papers citing "Are Pose Estimators Ready for the Open World? STAGE: Synthetic Data Generation Toolkit for Auditing 3D Human Pose Estimators"

37 / 37 papers shown

Title
HyperHuman: Hyper-Realistic Human Generation with Latent Structural Diffusion Xian Liu Jian Ren Aliaksandr Siarohin Ivan Skorokhodov Yanyu Li Dahua Lin Xihui Liu Ziwei Liu Sergey Tulyakov 73 61 0 12 Oct 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 121 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 108 123 0 03 Jul 2023
DreamHuman: Animatable 3D Avatars from Text Nikos Kolotouros Thiemo Alldieck Andrei Zanfir Eduard Gabriel Bazavan Mihai Fieraru C. Sminchisescu 107 100 0 15 Jun 2023
Humans in 4D: Reconstructing and Tracking Humans with Transformers Shubham Goel Georgios Pavlakos Jathushan Rajasegaran Angjoo Kanazawa Jitendra Malik 3DH 88 190 0 31 May 2023
LANCE: Stress-testing Visual Models by Generating Language-guided Counterfactual Images Viraj Prabhu Sriram Yenamandra Prithvijit Chattopadhyay Judy Hoffman 88 42 0 30 May 2023
HumanSD: A Native Skeleton-Guided Diffusion Model for Human Image Generation Xu Ju Ailing Zeng Chenchen Zhao Jianan Wang Lei Zhang Qian Xu DiffM 72 92 0 09 Apr 2023
ImageNet-E: Benchmarking Neural Network Robustness via Attribute Editing Xiaodan Li YueFeng Chen Yao Zhu Shuhui Wang Rong Zhang Hui Xue 77 25 0 30 Mar 2023
Zero-shot Model Diagnosis Jinqi Luo Zhaoning Wang Chen Henry Wu Dong Huang Fernando de la Torre VLM 90 21 0 27 Mar 2023
T2I-Adapter: Learning Adapters to Dig out More Controllable Ability for Text-to-Image Diffusion Models Chong Mou Xintao Wang Liangbin Xie Yanze Wu Shuai Liu Zhongang Qi Ying Shan Xiaohu Qie DiffM 138 1,034 0 16 Feb 2023
Adding Conditional Control to Text-to-Image Diffusion Models Lvmin Zhang Anyi Rao Maneesh Agrawala AI4CE 184 4,180 1 10 Feb 2023
BLIP-2: Bootstrapping Language-Image Pre-training with Frozen Image Encoders and Large Language Models Junnan Li Dongxu Li Silvio Savarese Steven C. H. Hoi VLM MLLM 432 4,656 0 30 Jan 2023
Learning 3D Human Pose Estimation from Dozens of Datasets using a Geometry-Aware Autoencoder to Bridge Between Skeleton Formats István Sárándi Alexander Hermans Bastian Leibe 3DH 102 42 0 29 Dec 2022
Adaptive Testing of Computer Vision Models Irena Gao Gabriel Ilharco Scott M. Lundberg Marco Tulio Ribeiro VLM 66 43 0 06 Dec 2022
DreamFusion: Text-to-3D using 2D Diffusion Ben Poole Ajay Jain Jonathan T. Barron B. Mildenhall 177 2,439 0 29 Sep 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 97 225 0 01 Aug 2022
PyMAF-X: Towards Well-aligned Full-body Model Regression from Monocular Images Hongwen Zhang Yating Tian Yuxiang Zhang Mengcheng Li Liang An Zhenan Sun Yebin Liu 3DH 99 145 0 13 Jul 2022
Generative Neural Articulated Radiance Fields Alexander W. Bergman Petr Kellnhofer Yifan Wang E. R. Chan David B. Lindell Gordon Wetzstein 3DH 144 109 0 28 Jun 2022
Scaling Autoregressive Models for Content-Rich Text-to-Image Generation Jiahui Yu Yuanzhong Xu Jing Yu Koh Thang Luong Gunjan Baid ... Zarana Parekh Xin Li Han Zhang Jason Baldridge Yonghui Wu EGVM 208 1,133 0 22 Jun 2022
Capturing and Inferring Dense Full-Body Human-Scene Contact C. Huang Hongwei Yi Markus Hoschle Matvey Safroshkin Tsvetelina Alexiadis Senya Polikovsky D. Scharstein Michael J. Black 3DH 92 127 0 20 Jun 2022
Unsupervised Learning of Efficient Geometry-Aware Neural Articulated Representations Atsuhiro Noguchi Xiao Sun Stephen Lin Tatsuya Harada 90 67 0 19 Apr 2022
Hierarchical Text-Conditional Image Generation with CLIP Latents Aditya A. Ramesh Prafulla Dhariwal Alex Nichol Casey Chu Mark Chen VLM DiffM 425 6,921 0 13 Apr 2022
Domino: Discovering Systematic Errors with Cross-Modal Embeddings Sabri Eyuboglu M. Varma Khaled Kamal Saab Jean-Benoit Delbrouck Christopher Lee-Messer Jared A. Dunnmon James Zou Christopher Ré 91 148 0 24 Mar 2022
HSPACE: Synthetic Parametric Humans Animated in Complex Environments Eduard Gabriel Bazavan Andrei Zanfir M. Zanfir William T. Freeman Rahul Sukthankar C. Sminchisescu 3DH 80 29 0 23 Dec 2021
High-Resolution Image Synthesis with Latent Diffusion Models Robin Rombach A. Blattmann Dominik Lorenz Patrick Esser Bjorn Ommer 3DV 511 15,788 0 20 Dec 2021
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
Playing for 3D Human Recovery Zhongang Cai Mingyuan Zhang Jiawei Ren Chen Wei Daxuan Ren Zhengyu Lin Haiyu Zhao Lei Yang Chen Change Loy Ziwei Liu 3DH 153 53 0 14 Oct 2021
HUMBI: A Large Multiview Dataset of Human Body Expressions and Benchmark Challenge Jae Shin Yoon Zhixuan Yu Jaesik Park Hyunjung Park 123 19 0 30 Sep 2021
AGORA: Avatars in Geography Optimized for Regression Analysis Priyanka Patel C. Huang J. Tesch David T. Hoffmann Shashank Tripathi Michael J. Black 82 205 0 29 Apr 2021
StylePeople: A Generative Model of Fullbody Human Avatars Artur Grigorev Karim Iskakov A. Ianina Renat Bashirov Ilya Zakharkin Alexander Vakhitov Victor Lempitsky 3DH 53 76 0 16 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 1.0K 29,926 0 26 Feb 2021
MorphGAN: One-Shot Face Synthesis GAN for Detecting Recognition Bias Nataniel Ruiz B. Theobald Anurag Ranjan Ahmed Abdelaziz N. Apostoloff CVBM GAN 80 15 0 09 Dec 2020
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 684 41,563 0 22 Oct 2020
Denoising Diffusion Implicit Models Jiaming Song Chenlin Meng Stefano Ermon VLM DiffM 304 7,500 0 06 Oct 2020
Model Adaptation with Synthetic and Real Data for Semantic Dense Foggy Scene Understanding Daniel Gehrig Dengxin Dai Simon Hecker Luc Van Gool 89 242 0 03 Aug 2018
Learning from Synthetic Humans Gül Varol Javier Romero Xavier Martin Naureen Mahmood Michael J. Black Ivan Laptev Cordelia Schmid 3DH 142 977 0 05 Jan 2017
Microsoft COCO: Common Objects in Context Nayeon Lee Michael Maire Serge J. Belongie Lubomir Bourdev Ross B. Girshick James Hays Pietro Perona Deva Ramanan C. L. Zitnick Piotr Dollár ObjD 437 43,875 0 01 May 2014