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Found 4 papers, 2 papers with code
Exploring Frame Segmentation Networks for Temporal Action Localization
The proposed FSN can make dense predictions at frame-level for a video clip using both spatial and temporal context information.
StepNet: Spatial-temporal Part-aware Network for Isolated Sign Language Recognition
As its name suggests, it is made up of two modules: Part-level Spatial Modeling and Part-level Temporal Modeling.
Global-to-Local Modeling for Video-based 3D Human Pose and Shape Estimation
However, using a single kind of modeling structure is difficult to balance the learning of short-term and long-term temporal correlations, and may bias the network to one of them, leading to undesirable predictions like global location shift, temporal inconsistency, and insufficient local details.
Ranked #46 on
3D Human Pose Estimation
on 3DPW
Controllable 3D Face Generation with Conditional Style Code Diffusion
For 3D GAN inversion, we introduce two methods which aim to enhance the representation of style codes and alleviate 3D inconsistencies.
