This is repo for cheapfakes detection ICMR 2024 mainly base on Visual Entailment task of OFA:

• If you you use this repo, please also cite their repo:

  https://github.com/OFA-Sys/OFA/tree/main

Our Publication was accepted at ICMR 2024: A Unified Network for Detecting Out-Of-Context Information Using Generative Synthetic Data

For infer Cheapfakes detection Challenge result, please follow Google Colab file: cheapfakes_detection_ICMR2024.ipynb

To access generative data and our checkpoints please contact us at:

Minh-Triet Tran, Thanh-Son Nguyen, Van-Loc Nguyen, Bao-Tin Nguyen

If you use this repo please cite us by:

@inproceedings{10.1145/3652583.3657599,
author = {Nguyen, Van-Loc and Nguyen, Bao-Tin and Nguyen, Thanh-Son and Dang-Nguyen, Duc-Tien and Tran, Minh-Triet},
title = {A Unified Network for Detecting Out-Of-Context Information Using Generative Synthetic Data},
year = {2024},
isbn = {9798400706196},
publisher = {Association for Computing Machinery},
address = {New York, NY, USA},
url = {https://doi.org/10.1145/3652583.3657599},
doi = {10.1145/3652583.3657599},
abstract = {},
booktitle = {Proceedings of the 2024 International Conference on Multimedia Retrieval},
pages = {1300–1305},
numpages = {6},
keywords = {cheapfakes detection, miscontextualization, misinformation, out-of-context, visual entailment},
location = {<conf-loc>, <city>Phuket</city>, <country>Thailand</country>, </conf-loc>},
series = {ICMR '24}
}