528 citations · 562 across the 12 of their papers we have counts for
3 papers · 1 filter
Implicit Neural Representations for Variable Length Human Motion Generation
Pablo Cervantes, Yusuke Sekikawa, Ikuro Sato +1
We propose an action-conditional human motion generation method using variational implicit neural representations (INR). The variational formalism enables action-conditional distri…
MSR-DARTS: Minimum Stable Rank of Differentiable Architecture Search
Kengo Machida, Kuniaki Uto, Koichi Shinoda +1
In neural architecture search (NAS), differentiable architecture search (DARTS) has recently attracted much attention due to its high efficiency. It defines an over-parameterized n…
A Fine-to-Coarse Convolutional Neural Network for 3D Human Action Recognition
Thao Minh Le, Nakamasa Inoue, Koichi Shinoda
This paper presents a new framework for human action recognition from a 3D skeleton sequence. Previous studies do not fully utilize the temporal relationships between video segment…