no code implementations • 16 Jun 2022 • Xiang Hao, Jingxiang Chen, Shixing Chen, Ahmed Saad, Raffay Hamid
To help customers make better-informed viewing choices, video-streaming services try to moderate their content and provide more visibility into which portions of their movies and TV episodes contain age-appropriate material (e. g., nudity, sex, violence, or drug-use).
no code implementations • CVPR 2022 • Alex Andonian, Shixing Chen, Raffay Hamid
The learning objective of vision-language approach of CLIP does not effectively account for the noisy many-to-many correspondences found in web-harvested image captioning datasets, which contributes to its compute and data inefficiency.
Ranked #98 on Image Classification on ObjectNet (using extra training data)
no code implementations • CVPR 2023 • Shixing Chen, Chun-Hao Liu, Xiang Hao, Xiaohan Nie, Maxim Arap, Raffay Hamid
However, labeling individual scenes is a time-consuming process.
no code implementations • CVPR 2021 • Shixing Chen, Xiaohan Nie, David Fan, Dongqing Zhang, Vimal Bhat, Raffay Hamid
To assess the effectiveness of ShotCoL on novel applications of scene boundary detection, we take on the problem of finding timestamps in movies and TV episodes where video-ads can be inserted while offering a minimally disruptive viewing experience.
no code implementations • IEEE Winter Conference on Applications of Computer Vision (WACV) 2021 • Xiaohan Nie, Shixing Chen, and Raffay Hamid
We propose a novel framework to register sports-fields as they appear in broadcast sports videos.
no code implementations • CVPR 2018 • Shixing Chen, Caojin Zhang, Ming Dong
In transfer learning, one seeks to transfer related information from source tasks with sufficient data to help with the learning of target task with only limited data.
no code implementations • CVPR 2017 • Shixing Chen, Caojin Zhang, Ming Dong, Jialiang Le, Mike Rao
Human age is considered an important biometric trait for human identification or search.