1 code implementation • 28 Dec 2022 • Yuncong Yang, Jiawei Ma, Shiyuan Huang, Long Chen, Xudong Lin, Guangxing Han, Shih-Fu Chang
For long videos, given a paragraph of description where the sentences describe different segments of the video, by matching all sentence-clip pairs, the paragraph and the full video are aligned implicitly.
1 code implementation • 17 Jun 2022 • Linxi Fan, Guanzhi Wang, Yunfan Jiang, Ajay Mandlekar, Yuncong Yang, Haoyi Zhu, Andrew Tang, De-An Huang, Yuke Zhu, Anima Anandkumar
Autonomous agents have made great strides in specialist domains like Atari games and Go.
no code implementations • 28 May 2022 • Xiao Han, Leye Wang, Junjie Wu, Yuncong Yang
Basically, we propose to perturb the original network by adding or removing links, and expect the embedding generated on the perturbed network can leak little information about private links but hold high utility for various downstream tasks.
no code implementations • 15 Dec 2021 • Xiao Han, Yuncong Yang, Junjie Wu
We then design a novel hybrid protection mechanism called HyObscure, to cross-iteratively optimize the generalization and obfuscation operations for maximum privacy protection under a certain utility guarantee.