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Deep Learning on Lie Groups for Skeleton-based Action Recognition

18 December 2016

Luc Van Gool

Papers citing "Deep Learning on Lie Groups for Skeleton-based Action Recognition"

50 / 67 papers shown

Title
3D Skeleton-Based Action Recognition: A Review Mengyuan Liu Hong Liu Qianshuo Hu Bin Ren Junsong Yuan Jiaying Lin Jiajun Wen 62 0 0 01 Jun 2025
AnyTop: Character Animation Diffusion with Any Topology Inbar Gat Sigal Raab Guy Tevet Yuval Reshef Amit H. Bermano Daniel Cohen-Or DiffM 134 3 0 24 Feb 2025
Mitigating Heterogeneity among Factor Tensors via Lie Group Manifolds for Tensor Decomposition Based Temporal Knowledge Graph Embedding Jiang Li Xiangdong Su Yeyun Gong 182 0 0 20 Feb 2025
Bi-invariant Dissimilarity Measures for Sample Distributions in Lie Groups M. Hanik H. Hege C. V. Tycowicz 54 3 0 20 Feb 2024
Miniaturized Graph Convolutional Networks with Topologically Consistent Pruning H. Sahbi 58 0 0 30 Jun 2023
Budget-Aware Graph Convolutional Network Design using Probabilistic Magnitude Pruning H. Sahbi 60 0 0 30 May 2023
CGA-PoseNet: Camera Pose Regression via a 1D-Up Approach to Conformal Geometric Algebra Alberto Pepe Joan Lasenby 59 5 0 10 Feb 2023
CameraPose: Weakly-Supervised Monocular 3D Human Pose Estimation by Leveraging In-the-wild 2D Annotations Cheng-Yen Yang Jiajia Luo Lu Xia Yuyin Sun Nan Qiao Ke Zhang Zhongyu Jiang Lei Li 3DH 107 15 0 08 Jan 2023
PPT: token-Pruned Pose Transformer for monocular and multi-view human pose estimation Haoyu Ma Zhe Wang Yifei Chen Deying Kong Liangjian Chen Xingwei Liu Xiangyi Yan Hao Tang Xiaohui Xie ViT 87 48 0 16 Sep 2022
Tensor-CSPNet: A Novel Geometric Deep Learning Framework for Motor Imagery Classification Ce Ju Cuntai Guan 64 58 0 05 Feb 2022
Deep Optimal Transport for Domain Adaptation on SPD Manifolds Ce Ju Cuntai Guan 147 3 0 15 Jan 2022
GeomNet: A Neural Network Based on Riemannian Geometries of SPD Matrix Space and Cholesky Space for 3D Skeleton-Based Interaction Recognition X. Nguyen 3DH 53 33 0 25 Nov 2021
Action2video: Generating Videos of Human 3D Actions Chuan Guo Wei Ji Sen Wang Xinshuang Liu Shihao Zou Minglun Gong Li Cheng 3DH 133 24 0 12 Nov 2021
Sign Language Recognition via Skeleton-Aware Multi-Model Ensemble Songyao Jiang Bin Sun Lichen Wang Yue Bai Kunpeng Li Y. Fu SLR 101 38 0 12 Oct 2021
TensorFlow RiemOpt: a library for optimization on Riemannian manifolds O. Smirnov 79 7 0 27 May 2021
Deep and Shallow Covariance Feature Quantization for 3D Facial Expression Recognition Walid Hariri N. Farah Dinesh Kumar Vishwakarma 3DPC 47 8 0 12 May 2021
Learning Chebyshev Basis in Graph Convolutional Networks for Skeleton-based Action Recognition H. Sahbi GNN 59 0 0 12 Apr 2021
Skeleton Aware Multi-modal Sign Language Recognition Songyao Jiang Bin Sun Lichen Wang Yue Bai Kunpeng Li Y. Fu SLR 85 178 0 16 Mar 2021
KShapeNet: Riemannian network on Kendall shape space for Skeleton based Action Recognition Racha Friji Hassen Drira F. Chaieb S. Kurtek Hamza Kchok 3DPC 31 2 0 24 Nov 2020
JOLO-GCN: Mining Joint-Centered Light-Weight Information for Skeleton-Based Action Recognition Jinmiao Cai Nianjuan Jiang Xiaoguang Han Kui Jia Jiangbo Lu 55 85 0 16 Nov 2020
Neural Architecture Search of SPD Manifold Networks R. Sukthanker Zhiwu Huang Suryansh Kumar Erik Goron Endsjo Yan Wu Luc Van Gool 110 14 0 27 Oct 2020
Learning Invariances in Neural Networks Gregory W. Benton Marc Finzi Pavel Izmailov A. Wilson 94 70 0 22 Oct 2020
Accelerated Algorithms for Convex and Non-Convex Optimization on Manifolds Lizhen Lin B. Saparbayeva M. Zhang David B. Dunson 49 7 0 18 Oct 2020
Mix Dimension in Poincaré Geometry for 3D Skeleton-based Action Recognition Wei Peng Jingang Shi Zhaoqiang Xia Guoying Zhao GNN 90 61 0 30 Jul 2020
Action2Motion: Conditioned Generation of 3D Human Motions Chuan Guo Wei Ji Sen Wang Shihao Zou Qingyao Sun Annan Deng Minglun Gong Li Cheng 117 422 0 30 Jul 2020
Unsupervised 3D Human Pose Representation with Viewpoint and Pose Disentanglement Qiang Nie Ziwei Liu Yunhui Liu 3DH DRL 78 70 0 14 Jul 2020
Path Signatures on Lie Groups Darrick Lee Robert Ghrist 78 8 0 02 Jul 2020
Applying Lie Groups Approaches for Rigid Registration of Point Clouds Liliane Rodrigues de Almeida G. Giraldi M. Vieira 22 2 0 23 Jun 2020
Federated Transfer Learning for EEG Signal Classification Ce Ju Dashan Gao R. Mane Ben Tan Yang Liu Cuntai Guan FedML 62 108 0 26 Apr 2020
Detailed 2D-3D Joint Representation for Human-Object Interaction Yong-Lu Li Xinpeng Liu Han Lu Shiyi Wang Junqi Liu Jiefeng Li Cewu Lu 3DH 73 137 0 17 Apr 2020
Eigendecomposition-Free Training of Deep Networks for Linear Least-Square Problems Zheng Dang K. M. Yi Yinlin Hu Fei Wang Pascal Fua Mathieu Salzmann 60 12 0 15 Apr 2020
Generalizing Convolutional Neural Networks for Equivariance to Lie Groups on Arbitrary Continuous Data Marc Finzi Samuel Stanton Pavel Izmailov A. Wilson 138 324 0 25 Feb 2020
Vertex Feature Encoding and Hierarchical Temporal Modeling in a Spatial-Temporal Graph Convolutional Network for Action Recognition Konstantinos Papadopoulos Enjie Ghorbel Djamila Aouada Björn E. Ottersten GNN 162 42 0 20 Dec 2019
Deep-Aligned Convolutional Neural Network for Skeleton-based Action Recognition and Segmentation Babak Hosseini Romain Montagne Barbara Hammer 61 22 0 12 Nov 2019
Neural Graph Embedding Methods for Natural Language Processing Shikhar Vashishth GNN 66 9 0 08 Nov 2019
Predicting Long-Term Skeletal Motions by a Spatio-Temporal Hierarchical Recurrent Network Junfeng Hu Zhencheng Fan Jun Liao Li Liu 3DH 113 12 0 06 Nov 2019
Deep Learning for 2D and 3D Rotatable Data: An Overview of Methods Luca Della Libera Vladimir Golkov Yue Zhu Arman Mielke Zorah Lähner 3DH 3DPC 95 4 0 31 Oct 2019
Symbiotic Graph Neural Networks for 3D Skeleton-based Human Action Recognition and Motion Prediction Maosen Li Siheng Chen Xu Chen Ya Zhang Yanfeng Wang D. Ebert 3DH 77 193 0 05 Oct 2019
Spatiotemporal Co-attention Recurrent Neural Networks for Human-Skeleton Motion Prediction Xiangbo Shu Liyan Zhang Guo-Jun Qi Wei Liu Jinhui Tang 3DH HAI 143 206 0 29 Sep 2019
Adversarial Attack on Skeleton-based Human Action Recognition Jian Liu Naveed Akhtar Ajmal Mian AAML 67 68 0 14 Sep 2019
Riemannian batch normalization for SPD neural networks Daniel A. Brooks Olivier Schwander F. Barbaresco J. Schneider Matthieu Cord 101 93 0 03 Sep 2019
Sparse Coding of Shape Trajectories for Facial Expression and Action Recognition Amor Ben Tanfous Hassen Drira Boulbaba Ben Amor 3DH 60 30 0 08 Aug 2019
Multiple Riemannian Manifold-valued Descriptors based Image Set Classification with Multi-Kernel Metric Learning Rui Wang Xiaojun Wu J. Kittler 37 30 0 06 Aug 2019
A Comparative Review of Recent Kinect-based Action Recognition Algorithms Lei Wang D. Huynh Piotr Koniusz 61 214 0 24 Jun 2019
NTU RGB+D 120: A Large-Scale Benchmark for 3D Human Activity Understanding Jun Liu Amir Shahroudy Mauricio Perez G. Wang Ling-yu Duan Alex C. Kot 96 1,303 0 12 May 2019
A neural network based on SPD manifold learning for skeleton-based hand gesture recognition X. Nguyen Luc Brun O. Lézoray Sébastien Bougleux 3DH 77 119 0 29 Apr 2019
Localized Trajectories for 2D and 3D Action Recognition Konstantinos Papadopoulos Girum G. Demisse Enjie Ghorbel M. Antunes Djamila Aouada Björn E. Ottersten 30 14 0 10 Apr 2019
3DRegNet: A Deep Neural Network for 3D Point Registration Goncalo Dias Pais Srikumar Ramalingam V. Govindu Jacinto C. Nascimento Rama Chellappa Pedro Miraldo 3DPC 3DV 115 227 0 02 Apr 2019
Skeleton-Based Online Action Prediction Using Scale Selection Network Jun Liu Amir Shahroudy G. Wang Ling-yu Duan Alex C. Kot 91 143 0 08 Feb 2019
Confidence-based Graph Convolutional Networks for Semi-Supervised Learning Shikhar Vashishth Prateek Yadav Manik Bhandari Partha P. Talukdar GNN 64 40 0 24 Jan 2019