TCR: Temporal Compression and Recovery for Efficient Video-Based 3D Human Pose Estimation
Accepted archival paper at ECCV 2026 Workshop on Human Scene Interaction (HSI)
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Publications
Rethinking Diffusion for 3D Human Pose Estimation: Spatiotemporal Patchification and Adaptive Modulation
Published in 2026 IEEE International Conference on Image Processing (ICIP), 2026
Recommended citation: Shuo Yang, Bart Jansen, Hichem Sahli, Xuan Son Nguyen, & Aymeric Histace (2026) "Rethinking Diffusion for 3D Human Pose Estimation: Spatiotemporal Patchification and Adaptive Modulation." 2026 IEEE International Conference on Image Processing (ICIP). https://doi.org/10.1109/icip61757.2026.11630088
ADGT: Enhancing 3D human pose estimation with attention-driven graph-transformers
Published in Journal of Visual Communication and Image Representation, 2026
Recommended citation: Shuo Yang, Anh Tuan Luu, Xuan Son Nguyen, Aymeric Histace, Bart Jansen, & Hichem Sahli (2026) "ADGT: Enhancing 3D human pose estimation with attention-driven graph-transformers." Journal of Visual Communication and Image Representation. https://doi.org/10.1016/j.jvcir.2026.104829
Neural networks on Symmetric Spaces of Noncompact Type
Published in , 2025
Recommended citation: Nguyen, Xuan, Son, Yang, Shuo, & Histace, Aymeric (2025) "Neural networks on Symmetric Spaces of Noncompact Type." https://hal.science/hal-05001761
Matrix Manifold Neural Networks++
Published in , 2024
Recommended citation: Nguyen, Xuan, Son, Yang, Shuo, & Histace, Aymeric (2024) "Matrix Manifold Neural Networks++." https://hal.science/hal-04552453
Building Neural Networks on Matrix Manifolds: A Gyrovector Space Approach
Published in , 2023
Recommended citation: Nguyen, Xuan, Son & Yang, Shuo (2023) "Building Neural Networks on Matrix Manifolds: A Gyrovector Space Approach." https://hal.science/hal-04357277