Multi-modal Fake News Detection on Social Media via Multi-grained Information Fusion

3 April 2023

Papers citing "Multi-modal Fake News Detection on Social Media via Multi-grained Information Fusion"

26 / 26 papers shown

Title
Modality Interactive Mixture-of-Experts for Fake News Detection Yifan Liu Y. Liu Zehan Li Ruichen Yao Yang Zhang Dong Wang MoE 90 0 0 21 Jan 2025
Memory-Guided Multi-View Multi-Domain Fake News Detection Yongchun Zhu Qiang Sheng Juan Cao Qiong Nan Kai Shu Ming-hui Wu Jindong Wang Fuzhen Zhuang 71 79 0 26 Jun 2022
Bootstrapping Multi-view Representations for Fake News Detection Qichao Ying Xiaoxiao Hu Yangming Zhou Zhenxing Qian Dan Zeng Shiming Ge 70 49 0 12 Jun 2022
Multimodal Fake News Detection via CLIP-Guided Learning Yangming Zhou Qichao Ying Zhenxing Qian Sheng Li Xinpeng Zhang 85 59 0 28 May 2022
CLIP-Art: Contrastive Pre-training for Fine-Grained Art Classification Marcos V. Conde Kerem Turgutlu CLIP VLM 90 98 0 29 Apr 2022
Language-driven Semantic Segmentation Boyi Li Kilian Q. Weinberger Serge Belongie V. Koltun René Ranftl VLM 139 628 0 10 Jan 2022
MDFEND: Multi-domain Fake News Detection Qiong Nan Juan Cao Yongchun Zhu Yanyan Wang Jintao Li MoE 73 155 0 04 Jan 2022
GLIDE: Towards Photorealistic Image Generation and Editing with Text-Guided Diffusion Models Alex Nichol Prafulla Dhariwal Aditya A. Ramesh Pranav Shyam Pamela Mishkin Bob McGrew Ilya Sutskever Mark Chen 365 3,630 0 20 Dec 2021
HairCLIP: Design Your Hair by Text and Reference Image Tianyi Wei Dongdong Chen Wenbo Zhou Jing Liao Zhentao Tan Lu Yuan Weiming Zhang Nenghai Yu CLIP 57 110 0 09 Dec 2021
Open-Domain, Content-based, Multi-modal Fact-checking of Out-of-Context Images via Online Resources Sahar Abdelnabi Rakibul Hasan Mario Fritz 103 81 0 30 Nov 2021
Like Article, Like Audience: Enforcing Multimodal Correlations for Disinformation Detection Liesbeth Allein Marie-Francine Moens D. Perrotta 49 8 0 31 Aug 2021
Open-vocabulary Object Detection via Vision and Language Knowledge Distillation Xiuye Gu Nayeon Lee Weicheng Kuo Huayu Chen VLM ObjD 300 921 0 28 Apr 2021
Beyond Question-Based Biases: Assessing Multimodal Shortcut Learning in Visual Question Answering Corentin Dancette Rémi Cadène Damien Teney Matthieu Cord CML 83 78 0 07 Apr 2021
Swin Transformer: Hierarchical Vision Transformer using Shifted Windows Ze Liu Yutong Lin Yue Cao Han Hu Yixuan Wei Zheng Zhang Stephen Lin B. Guo ViT 470 21,603 0 25 Mar 2021
Learning Transferable Visual Models From Natural Language Supervision Alec Radford Jong Wook Kim Chris Hallacy Aditya A. Ramesh Gabriel Goh ... Amanda Askell Pamela Mishkin Jack Clark Gretchen Krueger Ilya Sutskever CLIP VLM 1.0K 29,926 0 26 Feb 2021
An Image is Worth 16x16 Words: Transformers for Image Recognition at Scale Alexey Dosovitskiy Lucas Beyer Alexander Kolesnikov Dirk Weissenborn Xiaohua Zhai ... Matthias Minderer G. Heigold Sylvain Gelly Jakob Uszkoreit N. Houlsby ViT 684 41,563 0 22 Oct 2020
Multimodal Analytics for Real-world News using Measures of Cross-modal Entity Consistency Eric Müller-Budack Jonas Theiner Sebastian Diering Maximilian Idahl Ralph Ewerth 59 46 0 23 Mar 2020
SAFE: Similarity-Aware Multi-Modal Fake News Detection Xinyi Zhou Jindi Wu R. Zafarani 104 65 0 19 Feb 2020
Rumor Detection on Social Media with Bi-Directional Graph Convolutional Networks Tian Bian Xi Xiao Tingyang Xu P. Zhao Wenbing Huang Yu Rong Junzhou Huang GNN 72 601 0 17 Jan 2020
Exploring the Limits of Transfer Learning with a Unified Text-to-Text Transformer Colin Raffel Noam M. Shazeer Adam Roberts Katherine Lee Sharan Narang Michael Matena Yanqi Zhou Wei Li Peter J. Liu AIMat 506 20,376 0 23 Oct 2019
ViLBERT: Pretraining Task-Agnostic Visiolinguistic Representations for Vision-and-Language Tasks Jiasen Lu Dhruv Batra Devi Parikh Stefan Lee SSL VLM 255 3,699 0 06 Aug 2019
BERT: Pre-training of Deep Bidirectional Transformers for Language Understanding Jacob Devlin Ming-Wei Chang Kenton Lee Kristina Toutanova VLM SSL SSeg 1.8K 95,324 0 11 Oct 2018
Attention Is All You Need Ashish Vaswani Noam M. Shazeer Niki Parmar Jakob Uszkoreit Llion Jones Aidan Gomez Lukasz Kaiser Illia Polosukhin 3DV 808 132,725 0 12 Jun 2017
Multimodal Machine Learning: A Survey and Taxonomy T. Baltrušaitis Chaitanya Ahuja Louis-Philippe Morency 124 2,945 0 26 May 2017
Detection and Resolution of Rumours in Social Media: A Survey A. Zubiaga Ahmet Aker Kalina Bontcheva Maria Liakata Rob Procter 78 809 0 03 Apr 2017
Adam: A Method for Stochastic Optimization Diederik P. Kingma Jimmy Ba ODL 2.1K 150,433 0 22 Dec 2014