GFPose: Learning 3D Human Pose Prior with Gradient Fields

Computer Vision and Pattern Recognition (CVPR), 2022

16 December 2022

Papers citing "GFPose: Learning 3D Human Pose Prior with Gradient Fields"

48 / 48 papers shown

Title
Learning to Generate Human-Human-Object Interactions from Textual Descriptions Jeonghyeon Na Sangwon Baik Inhee Lee Junyoung Lee Hanbyul Joo 86 0 0 25 Nov 2025
LieHMR: Autoregressive Human Mesh Recovery with $SO(3)$ Diffusion Donghwan Kim Tae-Kyun Kim DiffM 146 0 0 30 Sep 2025
UniTac2Pose: A Unified Approach Learned in Simulation for Category-level Visuotactile In-hand Pose Estimation Mingdong Wu Long Yang Jin Liu Weiyao Huang Lehong Wu Zelin Chen Daolin Ma Hao Dong DiffM 84 0 0 19 Sep 2025
Geometric Neural Distance Fields for Learning Human Motion Priors Zhengdi Yu Simone Foti Linguang Zhang Amy Zhao Cem Keskin Stefanos Zafeiriou Tolga Birdal 84 0 0 11 Sep 2025
Disentangled Diffusion-Based 3D Human Pose Estimation with Hierarchical Spatial and Temporal Denoiser Qingyuan Cai Xuecai Hu Saihui Hou Li Yao Yongzhen Huang DiffM 194 22 0 01 Jul 2025
HDiffTG: A Lightweight Hybrid Diffusion-Transformer-GCN Architecture for 3D Human Pose Estimation Y. Fu Chaorui Huang Junwei Li Hui Kong Yibin Tian Huakang Li Zhiyuan Zhang 278 0 0 07 May 2025
ClimbingCap: Multi-Modal Dataset and Method for Rock Climbing in World CoordinateComputer Vision and Pattern Recognition (CVPR), 2025 Ming Yan Xincheng Lin Yuhua Luo Shuqi Fan Yudi Dai ... Yuexin Ma Lan Xu Chenglu Wen Yu Zang Cheng-Yu Wang 233 0 0 27 Mar 2025
Learning 3D Object Spatial Relationships from Pre-trained 2D Diffusion Models Sangwon Beak Hyeonwoo Kim Hanbyul Joo 239 2 0 25 Mar 2025
AthletePose3D: A Benchmark Dataset for 3D Human Pose Estimation and Kinematic Validation in Athletic Movements Calvin Yeung Tomohiro Suzuki Ryota Tanaka Zhuoer Yin Keisuke Fujii 3DH 346 8 0 10 Mar 2025
Multi-modal Pose Diffuser: A Multimodal Generative Conditional Pose Prior Calvin-Khang Ta Arindam Dutta Rohit Kundu Rohit Lal Hannah Dela Cruz Dripta S. Raychaudhuri Amit K. Roy-Chowdhury DiffM 138 3 0 18 Oct 2024
Estimating Body and Hand Motion in an Ego-sensed WorldComputer Vision and Pattern Recognition (CVPR), 2024 Brent Yi Vickie Ye Maya Zheng Lea Müller Georgios Pavlakos Yi Ma Jitendra Malik Angjoo Kanazawa DiffM 183 21 0 04 Oct 2024
HMD^2: Environment-aware Motion Generation from Single Egocentric Head-Mounted DeviceInternational Conference on 3D Vision (3DV), 2024 Vladimir Guzov Yifeng Jiang Fangzhou Hong Gerard Pons-Moll Richard Newcombe C. Karen Liu Yuting Ye Lingni Ma 167 14 0 20 Sep 2024
MacDiff: Unified Skeleton Modeling with Masked Conditional DiffusionEuropean Conference on Computer Vision (ECCV), 2024 Lehong Wu Lilang Lin Jiahang Zhang Yi Ma Jiaying Liu DiffM 198 8 0 16 Sep 2024
ViMo: Generating Motions from Casual Videos Liangdong Qiu Chengxing Yu Yanran Li Zhao Wang Haibin Huang Chongyang Ma Di Zhang Pengfei Wan Xiaoguang Han VGen 290 3 0 13 Aug 2024
Steganalysis on Digital Watermarking: Is Your Defense Truly Impervious? Pei Yang Hai Ci Yiren Song Mike Zheng Shou AAML 164 11 0 13 Jun 2024
WMAdapter: Adding WaterMark Control to Latent Diffusion Models Hai Ci Yiren Song Pei Yang Jinheng Xie Mike Zheng Shou WIGM 136 26 0 12 Jun 2024
Omni6DPose: A Benchmark and Model for Universal 6D Object Pose Estimation and TrackingEuropean Conference on Computer Vision (ECCV), 2024 Jiyao Zhang Weiyao Huang Bo Peng Mingdong Wu Fei Hu Zijian Chen Bo Zhao Hao Dong 224 32 0 06 Jun 2024
HHMR: Holistic Hand Mesh Recovery by Enhancing the Multimodal Controllability of Graph Diffusion Models Mengcheng Li Hongwen Zhang Yuxiang Zhang Ruizhi Shao Tao Yu Yebin Liu DiffM 214 15 0 03 Jun 2024
Occlusion Handling in 3D Human Pose Estimation with Perturbed Positional Encoding Niloofar Azizi Mohsen Fayyaz Horst Bischof 237 1 0 27 May 2024
Diversifying Human Pose in Synthetic Data for Aerial-view Human Detection Yingzhe Shen Hyungtae Lee Heesung Kwon Shuvra S. Bhattacharyya 231 5 0 24 May 2024
Probablistic Restoration with Adaptive Noise Sampling for 3D Human Pose EstimationIEEE International Conference on Multimedia and Expo (ICME), 2024 Xianzhou Zeng Hao Qin Ming Kong Luyuan Chen Qiang Zhu 3DH 192 1 0 03 May 2024
SocialGFs: Learning Social Gradient Fields for Multi-Agent Reinforcement Learning Qian Long Fangwei Zhong Mingdong Wu Yizhou Wang Song-Chun Zhu AI4CE 186 2 0 03 May 2024
RingID: Rethinking Tree-Ring Watermarking for Enhanced Multi-Key Identification Hai Ci Pei Yang Yiren Song Mike Zheng Shou 404 65 0 22 Apr 2024
Learning Human Motion from Monocular Videos via Cross-Modal Manifold Alignment Shuaiying Hou Hongyu Tao Junheng Fang Changqing Zou Hujun Bao Weiwei Xu 178 0 0 15 Apr 2024
Normalizing Flows on the Product Space of SO(3) Manifolds for Probabilistic Human Pose Modeling Olaf Dünkel Tim Salzmann Florian Pfaff 3DH 206 3 0 08 Apr 2024
RELI11D: A Comprehensive Multimodal Human Motion Dataset and Method Ming Yan Yan Zhang Shuqiang Cai Shuqi Fan Xincheng Lin ... Siqi Shen Chenglu Wen Lan Xu Yuexin Ma Cheng-Yu Wang 185 9 0 28 Mar 2024
RoboKeyGen: Robot Pose and Joint Angles Estimation via Diffusion-based 3D Keypoint Generation Yang Tian Jiyao Zhang Guowei Huang Bin Wang Ping Wang Jiangmiao Pang Hao Dong 153 9 0 27 Mar 2024
Dexterous Functional Pre-Grasp Manipulation with Diffusion Policy Tianhao Wu Yunchong Gan Mingdong Wu Jingbo Cheng Yaodong Yang Yixin Zhu Hao Dong 249 3 0 19 Mar 2024
Platypose: Calibrated Zero-Shot Multi-Hypothesis 3D Human Motion Estimation Paweł Antoni Pierzchlewicz Caio da Silva R. J. Cotton Fabian H. Sinz 178 2 0 10 Mar 2024
NRDF: Neural Riemannian Distance Fields for Learning Articulated Pose Priors Yannan He Garvita Tiwari Tolga Birdal J. E. Lenssen Gerard Pons-Moll 337 18 0 05 Mar 2024
3D Human Pose Analysis via Diffusion Synthesis Haorui Ji Hongdong Li DiffM 229 5 0 17 Jan 2024
Diffusion-based Pose Refinement and Muti-hypothesis Generation for 3D Human Pose EstimaitonIEEE International Conference on Acoustics, Speech, and Signal Processing (ICASSP), 2024 Hongbo Kang Yong Wang Mengyuan Liu Doudou Wu Peng Liu Xinlin Yuan W. Yang DiffM 153 4 0 10 Jan 2024
STRIDE: Single-video based Temporally Continuous Occlusion Robust 3D Pose Estimation Rohit Lal Saketh Bachu Yash Garg Arindam Dutta Calvin-Khang Ta Dripta S. Raychaudhuri Hannah Dela Cruz M. Salman Asif Amit K. Roy-Chowdhury 3DH 310 2 0 24 Dec 2023
ManiPose: Manifold-Constrained Multi-Hypothesis 3D Human Pose Estimation Cédric Rommel Victor Letzelter Nermin Samet Renaud Marlet Matthieu Cord Patrick Pérez Eduardo Valle 3DH 158 4 0 11 Dec 2023
QPoser: Quantized Explicit Pose Prior Modeling for Controllable Pose Generation Yumeng Li Zhexu Luo Zhong Ren Kun Zhou 299 2 0 02 Dec 2023
Egocentric Whole-Body Motion Capture with FisheyeViT and Diffusion-Based Motion RefinementComputer Vision and Pattern Recognition (CVPR), 2023 Jian Wang Zhe Cao D. Luvizon Lingjie Liu Kripasindhu Sarkar Danhang Tang Thabo Beeler Christian Theobalt DiffM 191 23 0 28 Nov 2023
UniHPE: Towards Unified Human Pose Estimation via Contrastive Learning Zhongyu Jiang Wenhao Chai Lei Li Zhuoran Zhou Cheng-Yen Yang Lei Li 3DH 157 4 0 24 Nov 2023
Learning Gradient Fields for Scalable and Generalizable Irregular PackingACM SIGGRAPH Conference and Exhibition on Computer Graphics and Interactive Techniques in Asia (SIGGRAPH Asia), 2023 Tianyang Xue Mingdong Wu Lin Lu Haoxuan Wang Hao Dong Baoquan Chen 160 7 0 18 Oct 2023
GraspGF: Learning Score-based Grasping Primitive for Human-assisting Dexterous GraspingNeural Information Processing Systems (NeurIPS), 2023 Tianhao Wu Mingdong Wu Jiyao Zhang Yunchong Gan Hao Dong 402 30 0 12 Sep 2023
Score-PA: Score-based 3D Part AssemblyBritish Machine Vision Conference (BMVC), 2023 Junfeng Cheng Mingdong Wu Ruiyuan Zhang Guanqi Zhan Chao Wu Hao Dong 139 10 0 08 Sep 2023
Unsupervised 3D Pose Estimation with Non-Rigid Structure-from-Motion ModelingIEEE Workshop/Winter Conference on Applications of Computer Vision (WACV), 2023 Haorui Ji Huizhong Deng Yuchao Dai Hongdong Li DiffM 129 10 0 18 Aug 2023
Back to Optimization: Diffusion-based Zero-Shot 3D Human Pose EstimationIEEE Workshop/Winter Conference on Applications of Computer Vision (WACV), 2023 Zhongyu Jiang Zhu Zhou Lei Li Wenhao Chai Cheng-Yen Yang Lei Li DiffM 201 39 0 07 Jul 2023
MPM: A Unified 2D-3D Human Pose Representation via Masked Pose ModelingChinese Conference on Pattern Recognition and Computer Vision (CPRCV), 2023 Ying Tai Wenhao Chai Zhongyu Jiang Tianbo Ye Xiuming Zhang Lei Li Gaoang Wang 3DH 119 6 0 29 Jun 2023
GenPose: Generative Category-level Object Pose Estimation via Diffusion ModelsNeural Information Processing Systems (NeurIPS), 2023 Jiyao Zhang Min-Yu Wu Hao Dong DiffM 252 60 0 18 Jun 2023
3D Human Mesh Estimation from Virtual MarkersComputer Vision and Pattern Recognition (CVPR), 2023 Xiaoxuan Ma Jiajun Su Chun-yu Wang Wenjie Zhu Yizhou Wang 3DH 259 71 0 21 Mar 2023
Proactive Multi-Camera Collaboration For 3D Human Pose EstimationInternational Conference on Learning Representations (ICLR), 2023 Hai Ci Mickel Liu Xuehai Pan Fangwei Zhong Yizhou Wang 228 16 0 07 Mar 2023
MotionBERT: A Unified Perspective on Learning Human Motion RepresentationsIEEE International Conference on Computer Vision (ICCV), 2022 Wenjie Zhu Xiaoxuan Ma Zhaoyang Liu Libin Liu Wayne Wu Yizhou Wang 3DH 377 240 0 12 Oct 2022
Weakly Supervised Generative Network for Multiple 3D Human Pose Hypotheses Chen Li Gim Hee Lee 3DH 185 40 0 13 Aug 2020