Confidence-based Event-centric Online Video Question Answering (CEQ-VQA) on a Newly Constructed ATBS Dataset. [Paper] (ICASSP 2023)

Weikai Kong, Shuhong Ye, Chenglin Yao, Jianfeng Ren

Requirements

This work is tested on Ubuntu 20.04 LTS with 1 NVIDIA A100 GPU. The requirement can be installed running:

cd env && bash install_pkg.sh

Dataset

You can download Answer Target in Background Stream (ATBS) Dataset from this google drive link: ATBS

Training

Citation

    @inproceedings{kong2023confidence,
      author    = {Kong, Weikai and Ye, Shuhong and Chenglin, Yao and Jianfeng, Ren},
      title     = {Confidence-based Event-centric Online Video Question Answering on a Newly Constructed ATBS Dataset},
      booktitle = {{IEEE} International Conference on Acoustics, Speech and Signal Processing, {ICASSP} 2023},
      publisher = {{IEEE}},
      year      = {2023},
    }

Credit

The implementation of this work is based on the source code of ALPRO and resources from MCQ