AIConfPaper
← Search

Zhiyu Cheng

2 accepted papers

2022

ASM-Loc: Action-Aware Segment Modeling for Weakly-Supervised Temporal Action Localization

Bo He, Xitong Yang, Le Kang, Zhiyu Cheng, Xin Zhou, Abhinav Shrivastava
CVPR 2022poster

Weakly-supervised temporal action localization aims to recognize and localize action segments in untrimmed videos given only video-level action labels for training. Without the boundary information of action segments, existing methods mostly rely on multiple instance learning (MIL), where the predic…

Cited by 120PDF ↗code ↗Scholar ↗
2020

A Novel Rank Selection Scheme in Tensor Ring Decomposition Based on Reinforcement Learning for Deep Neural Networks

Zhiyu Cheng, Baopu Li, Yanwen Fan, Yingze Bao
ICASSP 2020accepted

Tensor decomposition has been proved to be effective for solving many problems in signal processing and machine learning[1]. Recently, tensor decomposition finds its advantage for compressing deep neural networks. In many applications of deep neural networks, it is critical to reduce the number of p…

Cited by 0Source ↗Scholar ↗