Multi-modal Misinformation Detection: Approaches, Challenges and Opportunities

25 March 2022

Papers citing "Multi-modal Misinformation Detection: Approaches, Challenges and Opportunities"

19 / 19 papers shown

Title
Flamingo: a Visual Language Model for Few-Shot Learning Jean-Baptiste Alayrac Jeff Donahue Pauline Luc Antoine Miech Iain Barr ... Mikolaj Binkowski Ricardo Barreira Oriol Vinyals Andrew Zisserman Karen Simonyan MLLM VLM 230 3,458 0 29 Apr 2022
GAME-ON: Graph Attention Network based Multimodal Fusion for Fake News Detection Mudit Dhawan Shakshi Sharma Aditya Kadam Rajesh Sharma Ponnurangam Kumaraguru GNN 32 37 0 25 Feb 2022
Multimodal Fake News Detection Santiago Alonso-Bartolome Isabel Segura-Bedmar 45 63 0 09 Dec 2021
MMCoVaR: Multimodal COVID-19 Vaccine Focused Data Repository for Fake News Detection and a Baseline Architecture for Classification Mingxuan Chen Xinqiao Chu K. P. Subbalakshmi 51 27 0 14 Sep 2021
N24News: A New Dataset for Multimodal News Classification Zhen Wang Xu Shan Xiangxie Zhang Jie Yang VLM 47 35 0 30 Aug 2021
The Power of Scale for Parameter-Efficient Prompt Tuning Brian Lester Rami Al-Rfou Noah Constant VPVLM 420 3,952 0 18 Apr 2021
Zero-Shot Text-to-Image Generation Aditya A. Ramesh Mikhail Pavlov Gabriel Goh Scott Gray Chelsea Voss Alec Radford Mark Chen Ilya Sutskever VLM 286 4,873 0 24 Feb 2021
Identifying Misinformation from Website Screenshots S. Abdali Rutuja Gurav S. Menon Daniel Fonseca Negin Entezari Neil Shah Evangelos E. Papalexakis 64 13 0 15 Feb 2021
CoAID: COVID-19 Healthcare Misinformation Dataset Limeng Cui Dongwon Lee 25 239 0 22 May 2020
The Hateful Memes Challenge: Detecting Hate Speech in Multimodal Memes Douwe Kiela Hamed Firooz Aravind Mohan Vedanuj Goswami Amanpreet Singh Pratik Ringshia Davide Testuggine 58 597 0 10 May 2020
Captioning Images Taken by People Who Are Blind Danna Gurari Yinan Zhao Meng Zhang Nilavra Bhattacharya 42 182 0 20 Feb 2020
DeepFakes and Beyond: A Survey of Face Manipulation and Fake Detection Ruben Tolosana R. Vera-Rodríguez Julian Fierrez Aythami Morales J. Ortega-Garcia 3DPC CVBM 69 782 0 01 Jan 2020
Towards VQA Models That Can Read Amanpreet Singh Vivek Natarajan Meet Shah Yu Jiang Xinlei Chen Dhruv Batra Devi Parikh Marcus Rohrbach EgoV 35 1,174 0 18 Apr 2019
FaceForensics++: Learning to Detect Manipulated Facial Images Andreas Rossler D. Cozzolino L. Verdoliva Christian Riess Justus Thies Matthias Nießner CVBM 58 2,058 0 25 Jan 2019
Fighting Fake News: Image Splice Detection via Learned Self-Consistency Minyoung Huh Andrew Liu Andrew Owens Alexei A. Efros SSL 59 383 0 10 May 2018
False Information on Web and Social Media: A Survey Srijan Kumar Neil Shah 150 351 0 23 Apr 2018
VizWiz Grand Challenge: Answering Visual Questions from Blind People Danna Gurari Qing Li Abigale Stangl Anhong Guo Chi Lin Kristen Grauman Jiebo Luo Jeffrey P. Bigham CoGe 61 831 0 22 Feb 2018
Making the V in VQA Matter: Elevating the Role of Image Understanding in Visual Question Answering Yash Goyal Tejas Khot D. Summers-Stay Dhruv Batra Devi Parikh CoGe 276 3,187 0 02 Dec 2016
Microsoft COCO Captions: Data Collection and Evaluation Server Xinlei Chen Hao Fang Nayeon Lee Ramakrishna Vedantam Saurabh Gupta Piotr Dollar C. L. Zitnick 132 2,461 0 01 Apr 2015