Search Results for author: Yuerong Li

Found 3 papers, 2 papers with code

OTAS: Unsupervised Boundary Detection for Object-Centric Temporal Action Segmentation

1 code implementation12 Sep 2023 Yuerong Li, Zhengrong Xue, Huazhe Xu

In this paper, we explore the merits of local features by proposing the unsupervised framework of Object-centric Temporal Action Segmentation (OTAS).

Action Segmentation Boundary Detection +1

On The Energy Statistics of Feature Maps in Pruning of Neural Networks with Skip-Connections

no code implementations26 Jan 2022 Mohammadreza Soltani, Suya Wu, Yuerong Li, Jie Ding, Vahid Tarokh

We propose a new structured pruning framework for compressing Deep Neural Networks (DNNs) with skip connections, based on measuring the statistical dependency of hidden layers and predicted outputs.

Model-Free Energy Distance for Pruning DNNs

1 code implementation1 Jan 2021 Mohammadreza Soltani, Suya Wu, Yuerong Li, Jie Ding, Vahid Tarokh

We measure a new model-free information between the feature maps and the output of the network.

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