COSMOS: Catching Out-of-Context Misinformation with Self-Supervised Learning

15 January 2021

Matthias Nießner

Papers citing "COSMOS: Catching Out-of-Context Misinformation with Self-Supervised Learning"

33 / 33 papers shown

Title
T^2Agent A Tool-augmented Multimodal Misinformation Detection Agent with Monte Carlo Tree Search Xing Cui Yueying Zou Zekun Li Peipei Li Xinyuan Xu Xuannan Liu Huaibo Huang Ran He 221 0 0 26 May 2025
MFC-Bench: Benchmarking Multimodal Fact-Checking with Large Vision-Language Models Shengkang Wang Hongzhan Lin Ziyang Luo Zhen Ye Guang Chen Jing Ma 98 4 0 17 Jun 2024
MMFakeBench: A Mixed-Source Multimodal Misinformation Detection Benchmark for LVLMs Xuannan Liu Zekun Li Peipei Li Shuhan Xia Xing Cui Linzhi Huang Huaibo Huang Weihong Deng Zhaofeng He 114 22 0 13 Jun 2024
Evaluating Deep Learning Approaches for Covid19 Fake News Detection Apurva Wani Isha Joshi Snehal Khandve Vedangi Wagh Raviraj Joshi GNN 132 111 0 11 Jan 2021
ID-Reveal: Identity-aware DeepFake Video Detection D. Cozzolino Andreas Rossler Justus Thies Matthias Nießner L. Verdoliva AAML 72 166 0 04 Dec 2020
Fighting an Infodemic: COVID-19 Fake News Dataset Parth Patwa Shivam Sharma Srinivas Pykl V. Guptha G. Kumari Md. Shad Akhtar Asif Ekbal A. Das Tanmoy Chakraborty 83 310 0 06 Nov 2020
Detecting Cross-Modal Inconsistency to Defend Against Neural Fake News Reuben Tan Bryan A. Plummer Kate Saenko AAML 57 72 0 16 Sep 2020
Multi-Hop Fact Checking of Political Claims W. Ostrowski Arnav Arora Pepa Atanasova Isabelle Augenstein LRM 77 43 0 10 Sep 2020
Generalized Zero and Few-Shot Transfer for Facial Forgery Detection Shivangi Aneja Matthias Nießner 53 43 0 21 Jun 2020
Generating Fact Checking Explanations Pepa Atanasova J. Simonsen Christina Lioma Isabelle Augenstein 57 199 0 13 Apr 2020
SBERT-WK: A Sentence Embedding Method by Dissecting BERT-based Word Models Bin Wang C.-C. Jay Kuo 48 154 0 16 Feb 2020
Media Forensics and DeepFakes: an overview L. Verdoliva 96 551 0 18 Jan 2020
Face X-ray for More General Face Forgery Detection Lingzhi Li Jianmin Bao Ting Zhang Hao Yang Dong Chen Fang Wen B. Guo PICV CVBM 66 842 0 31 Dec 2019
Fact-Checking Meets Fauxtography: Verifying Claims About Images Dimitrina Zlatkova Preslav Nakov Ivan Koychev 49 86 0 30 Aug 2019
It Takes Nine to Smell a Rat: Neural Multi-Task Learning for Check-Worthiness Prediction S. Vasileva Pepa Atanasova Lluís Màrquez i Villodre Alberto Barrón-Cedeño Preslav Nakov 73 46 0 19 Aug 2019
Automatic Fact-Checking Using Context and Discourse Information Pepa Atanasova Preslav Nakov Lluís Màrquez i Villodre Alberto Barrón-Cedeño Georgi Karadzhov Tsvetomila Mihaylova Mitra Mohtarami James R. Glass 56 66 0 04 Aug 2019
EmbraceNet: A robust deep learning architecture for multimodal classification Jun-Ho Choi Jong-Seok Lee 51 125 0 19 Apr 2019
FaceForensics++: Learning to Detect Manipulated Facial Images Andreas Rossler D. Cozzolino L. Verdoliva Christian Riess Justus Thies Matthias Nießner CVBM 111 2,081 0 25 Jan 2019
ForensicTransfer: Weakly-supervised Domain Adaptation for Forgery Detection D. Cozzolino Justus Thies Andreas Rossler Christian Riess Matthias Nießner L. Verdoliva AAML 78 269 0 06 Dec 2018
Exposing Deep Fakes Using Inconsistent Head Poses Xin Yang Yuezun Li Siwei Lyu CVBM 70 882 0 01 Nov 2018
Exposing DeepFake Videos By Detecting Face Warping Artifacts Yuezun Li Siwei Lyu AAML CVBM 62 914 0 01 Nov 2018
Capsule-Forensics: Using Capsule Networks to Detect Forged Images and Videos H. Nguyen Junichi Yamagishi Isao Echizen 55 587 0 26 Oct 2018
MesoNet: a Compact Facial Video Forgery Detection Network Darius Afchar Vincent Nozick Junichi Yamagishi Isao Echizen CVBM PICV 83 1,252 0 04 Sep 2018
Two-Stream Neural Networks for Tampered Face Detection Peng Zhou Xintong Han Vlad I. Morariu L. Davis PICV CVBM 54 544 0 29 Mar 2018
FEVER: a large-scale dataset for Fact Extraction and VERification James Thorne Andreas Vlachos Christos Christodoulopoulos Arpit Mittal HILM 148 1,657 0 14 Mar 2018
Attention Is All You Need Ashish Vaswani Noam M. Shazeer Niki Parmar Jakob Uszkoreit Llion Jones Aidan Gomez Lukasz Kaiser Illia Polosukhin 3DV 701 131,652 0 12 Jun 2017
"Liar, Liar Pants on Fire": A New Benchmark Dataset for Fake News Detection William Yang Wang HILM GNN 94 1,363 0 01 May 2017
CSI: A Hybrid Deep Model for Fake News Detection Natali Ruchansky Sungyong Seo Yan Liu 66 929 0 20 Mar 2017
Mask R-CNN Kaiming He Georgia Gkioxari Piotr Dollár Ross B. Girshick ObjD 352 27,195 0 20 Mar 2017
Grad-CAM: Visual Explanations from Deep Networks via Gradient-based Localization Ramprasaath R. Selvaraju Michael Cogswell Abhishek Das Ramakrishna Vedantam Devi Parikh Dhruv Batra FAtt 303 20,023 0 07 Oct 2016
Modeling Context in Referring Expressions Licheng Yu Patrick Poirson Shan Yang Alexander C. Berg Tamara L. Berg 129 1,263 0 31 Jul 2016
Enriching Word Vectors with Subword Information Piotr Bojanowski Edouard Grave Armand Joulin Tomas Mikolov NAI SSL VLM 229 9,972 0 15 Jul 2016
Deep Residual Learning for Image Recognition Kaiming He Xinming Zhang Shaoqing Ren Jian Sun MedIm 2.2K 194,020 0 10 Dec 2015