GraphMDN: Leveraging graph structure and deep learning to solve inverse
problems

GraphMDN: Leveraging graph structure and deep learning to solve inverse problems

IEEE International Joint Conference on Neural Network (IJCNN), 2020

26 October 2020

Tuomas P. Oikarinen

Daniel C. Hannah

Sohrob Kazerounian

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Papers citing "GraphMDN: Leveraging graph structure and deep learning to solve inverse problems"

13 / 13 papers shown

Title
CHAMP: Conformalized 3D Human Multi-Hypothesis Pose Estimators Harry Zhang Luca Carlone 3DH 349 3 0 27 May 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 117 4 0 10 Jan 2024
ManiPose: Manifold-Constrained Multi-Hypothesis 3D Human Pose Estimation Cédric Rommel Victor Letzelter Nermin Samet Renaud Marlet Matthieu Cord Patrick Pérez Eduardo Valle 3DH 130 4 0 11 Dec 2023
Spatio-temporal MLP-graph network for 3D human pose estimationBritish Machine Vision Conference (BMVC), 2023 T. Hassan A. Ben Hamza 3DH 124 4 0 29 Aug 2023
HuManiFlow: Ancestor-Conditioned Normalising Flows on SO(3) Manifolds for Human Pose and Shape Distribution EstimationComputer Vision and Pattern Recognition (CVPR), 2023 A. Sengupta Ignas Budvytis R. Cipolla 3DH 156 26 0 11 May 2023
Graph Neural Networks in Computer Vision -- Architectures, Datasets and Common ApproachesIEEE International Joint Conference on Neural Network (IJCNN), 2022 Maciej Krzywda S. Lukasik Amir H. Gandomi GNN 147 12 0 20 Dec 2022
GFPose: Learning 3D Human Pose Prior with Gradient FieldsComputer Vision and Pattern Recognition (CVPR), 2022 Hai Ci Min-Yu Wu Wenjie Zhu Xiaoxuan Ma Hao Dong Fangwei Zhong Yizhou Wang 3DH 151 73 0 16 Dec 2022
DiffuPose: Monocular 3D Human Pose Estimation via Denoising Diffusion Probabilistic ModelIEEE/RJS International Conference on Intelligent RObots and Systems (IROS), 2022 Jeongjun Choi D. Shim H. J. Kim 171 38 0 06 Dec 2022
DiffPose: Multi-hypothesis Human Pose Estimation using Diffusion modelsIEEE International Conference on Computer Vision (ICCV), 2022 Karl Holmquist Bastian Wandt DiffM 155 79 0 29 Nov 2022
Multi-hypothesis 3D human pose estimation metrics favor miscalibrated distributions Paweł Antoni Pierzchlewicz R. J. Cotton Mohammad Ali Bashiri Fabian H. Sinz 3DH 133 8 0 20 Oct 2022
MHFormer: Multi-Hypothesis Transformer for 3D Human Pose Estimation Shuheng Zhou Hong Liu Hao Tang Pichao Wang Luc Van Gool ViT 248 310 0 24 Nov 2021
Hierarchical Kinematic Probability Distributions for 3D Human Shape and Pose Estimation from Images in the Wild A. Sengupta Ignas Budvytis R. Cipolla 3DH 207 65 0 03 Oct 2021
Probabilistic Monocular 3D Human Pose Estimation with Normalizing FlowsIEEE International Conference on Computer Vision (ICCV), 2021 Tom Wehrbein Marco Rudolph Bodo Rosenhahn Bastian Wandt 3DH 230 135 0 29 Jul 2021