no code implementations • 21 Dec 2023 • Zeqian Li, Qirui Chen, Tengda Han, Ya zhang, Yanfeng Wang, Weidi Xie
In this paper, we consider the problem of temporally aligning the video and texts from instructional videos, specifically, given a long-term video, and associated text sentences, our goal is to determine their corresponding timestamps in the video.
1 code implementation • CVPR 2023 • Jie Ren, Mingjie Li, Qirui Chen, Huiqi Deng, Quanshi Zhang
This paper aims to illustrate the concept-emerging phenomenon in a trained DNN.
no code implementations • 29 Sep 2021 • Jie Ren, Zhanpeng Zhou, Qirui Chen, Quanshi Zhang
In the computation of Shapley values, people usually set an input variable to its baseline value to represent the absence of this variable.
1 code implementation • 22 May 2021 • Jie Ren, Zhanpeng Zhou, Qirui Chen, Quanshi Zhang
Masking some input variables of a deep neural network (DNN) and computing output changes on the masked input sample represent a typical way to compute attributions of input variables in the sample.