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Fake Artificial Intelligence Generated Contents (FAIGC): A Survey of Theories, Detection Methods, and Opportunities

25 April 2024

Yezhaohui Wang

Papers citing "Fake Artificial Intelligence Generated Contents (FAIGC): A Survey of Theories, Detection Methods, and Opportunities"

42 / 92 papers shown

Title
Measuring and Narrowing the Compositionality Gap in Language Models Ofir Press Muru Zhang Sewon Min Ludwig Schmidt Noah A. Smith M. Lewis ReLM KELM LRM 197 642 0 07 Oct 2022
Diffsound: Discrete Diffusion Model for Text-to-sound Generation Dongchao Yang Jianwei Yu Helin Wang Wen Wang Chao Weng Yuexian Zou Dong Yu DiffM 90 306 0 20 Jul 2022
Guided-TTS 2: A Diffusion Model for High-quality Adaptive Text-to-Speech with Untranscribed Data Sungwon Kim Heeseung Kim Sung-Hoon Yoon DiffM 222 53 0 30 May 2022
Entity Cloze By Date: What LMs Know About Unseen Entities Yasumasa Onoe Michael J.Q. Zhang Eunsol Choi Greg Durrett KELM 69 53 0 05 May 2022
Controllable Video Generation through Global and Local Motion Dynamics A. Davtyan Paolo Favaro 40 9 0 13 Apr 2022
Hierarchical Text-Conditional Image Generation with CLIP Latents Aditya A. Ramesh Prafulla Dhariwal Alex Nichol Casey Chu Mark Chen VLM DiffM 413 6,916 0 13 Apr 2022
Does Audio Deepfake Detection Generalize? Nicolas Müller Pavel Czempin Franziska Dieckmann Adam Froghyar Konstantin Böttinger 79 153 0 30 Mar 2022
Self-supervised Learning of Adversarial Example: Towards Good Generalizations for Deepfake Detection Liang Chen Yong Zhang Yibing Song Lingqiao Liu Jue Wang AAML 125 209 0 23 Mar 2022
Diffusion Probabilistic Modeling for Video Generation Ruihan Yang Prakhar Srivastava Stephan Mandt DiffM VGen 142 267 0 16 Mar 2022
Training language models to follow instructions with human feedback Long Ouyang Jeff Wu Xu Jiang Diogo Almeida Carroll L. Wainwright ... Amanda Askell Peter Welinder Paul Christiano Jan Leike Ryan J. Lowe OSLM ALM 886 13,207 0 04 Mar 2022
FrePGAN: Robust Deepfake Detection Using Frequency-level Perturbations Yonghyun Jeong Doyeon Kim Youngmin Ro Jongwon Choi AAML 75 84 0 07 Feb 2022
High-Resolution Image Synthesis with Latent Diffusion Models Robin Rombach A. Blattmann Dominik Lorenz Patrick Esser Bjorn Ommer 3DV 496 15,768 0 20 Dec 2021
HyperStyle: StyleGAN Inversion with HyperNetworks for Real Image Editing Yuval Alaluf Omer Tov Ron Mokady Rinon Gal Amit H. Bermano 130 276 0 30 Nov 2021
WaveFake: A Data Set to Facilitate Audio Deepfake Detection Joel Frank Lea Schonherr DiffM 193 130 0 04 Nov 2021
DiffusionCLIP: Text-Guided Diffusion Models for Robust Image Manipulation Gwanghyun Kim Taesung Kwon Jong Chul Ye DiffM 203 656 0 06 Oct 2021
ASVspoof 2021: accelerating progress in spoofed and deepfake speech detection Junichi Yamagishi Xin Wang Massimiliano Todisco Md. Sahidullah J. Patino ... Xuechen Liu Kong Aik Lee Tomi Kinnunen Nicholas W. D. Evans Héctor Delgado 65 351 0 01 Sep 2021
Hallucinated but Factual! Inspecting the Factuality of Hallucinations in Abstractive Summarization Mengyao Cao Yue Dong Jackie C.K. Cheung HILM 232 155 0 30 Aug 2021
DeepFake MNIST+: A DeepFake Facial Animation Dataset Jiajun Huang Xueyu Wang Bo Du Pei Du Chang Xu 3DH 47 19 0 18 Aug 2021
Combining EfficientNet and Vision Transformers for Video Deepfake Detection D. Coccomini Nicola Messina Claudio Gennaro Fabrizio Falchi ViT 86 174 0 06 Jul 2021
A Token-level Reference-free Hallucination Detection Benchmark for Free-form Text Generation Tianyu Liu Yizhe Zhang Chris Brockett Yi Mao Zhifang Sui Weizhu Chen W. Dolan HILM 274 148 0 18 Apr 2021
Neural Path Hunter: Reducing Hallucination in Dialogue Systems via Path Grounding Nouha Dziri Andrea Madotto Osmar Zaiane A. Bose HILM 76 135 0 17 Apr 2021
Generalized Spoofing Detection Inspired from Audio Generation Artifacts Yang Gao Tyler Vuong Mahsa Elyasi Gaurav Bharaj Rita Singh 60 20 0 08 Apr 2021
Multi-attentional Deepfake Detection Hanqing Zhao Wenbo Zhou Dongdong Chen Tianyi Wei Weiming Zhang Nenghai Yu 3DPC 95 626 0 03 Mar 2021
Score-Based Generative Modeling through Stochastic Differential Equations Yang Song Jascha Narain Sohl-Dickstein Diederik P. Kingma Abhishek Kumar Stefano Ermon Ben Poole DiffM SyDa 353 6,586 0 26 Nov 2020
Detecting Hallucinated Content in Conditional Neural Sequence Generation Chunting Zhou Graham Neubig Jiatao Gu Mona T. Diab P. Guzmán Luke Zettlemoyer Marjan Ghazvininejad HILM 111 200 0 05 Nov 2020
Analyzing the Source and Target Contributions to Predictions in Neural Machine Translation Elena Voita Rico Sennrich Ivan Titov 69 86 0 21 Oct 2020
Neural Deepfake Detection with Factual Structure of Text Wanjun Zhong Duyu Tang Zenan Xu Ruize Wang Nan Duan M. Zhou Jiahai Wang Jian Yin 40 66 0 15 Oct 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
Graph-based Modeling of Online Communities for Fake News Detection Shantanu Chandra Pushkar Mishra H. Yannakoudakis Madhav Nimishakavi Marzieh Saeidi Ekaterina Shutova GNN 89 45 0 14 Aug 2020
End-to-End Object Detection with Transformers Nicolas Carion Francisco Massa Gabriel Synnaeve Nicolas Usunier Alexander Kirillov Sergey Zagoruyko ViT 3DV PINN 440 13,130 0 26 May 2020
Unsupervised Quality Estimation for Neural Machine Translation M. Fomicheva Shuo Sun Lisa Yankovskaya Frédéric Blain Francisco Guzmán Mark Fishel Nikolaos Aletras Vishrav Chaudhary Lucia Specia UQLM 87 209 0 21 May 2020
One-Shot Domain Adaptation For Face Generation Chao Yang Ser-Nam Lim OOD CVBM 66 39 0 28 Mar 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 67 601 0 17 Jan 2020
Celeb-DF: A Large-scale Challenging Dataset for DeepFake Forensics Yuezun Li Xin Yang Pu Sun H. Qi Siwei Lyu 216 1,083 0 27 Sep 2019
FSGAN: Subject Agnostic Face Swapping and Reenactment Y. Nirkin Y. Keller Tal Hassner CVBM PICV 148 579 0 16 Aug 2019
Generative Modeling by Estimating Gradients of the Data Distribution Yang Song Stefano Ermon SyDa DiffM 258 3,961 0 12 Jul 2019
Defending Against Neural Fake News Rowan Zellers Ari Holtzman Hannah Rashkin Yonatan Bisk Ali Farhadi Franziska Roesner Yejin Choi AAML 134 1,030 0 29 May 2019
A Deep Ensemble Framework for Fake News Detection and Classification Arjun Roy Kingshuk Basak Asif Ekbal P. Bhattacharyya 78 70 0 12 Nov 2018
False Information on Web and Social Media: A Survey Srijan Kumar Neil Shah 191 353 0 23 Apr 2018
RSGAN: Face Swapping and Editing using Face and Hair Representation in Latent Spaces Ryota Natsume Tatsuya Yatagawa Shigeo Morishima GAN CVBM 62 168 0 10 Apr 2018
Proximal Policy Optimization Algorithms John Schulman Filip Wolski Prafulla Dhariwal Alec Radford Oleg Klimov OffRL 544 19,296 0 20 Jul 2017
Call Attention to Rumors: Deep Attention Based Recurrent Neural Networks for Early Rumor Detection Tong Chen Lin Wu Xue Li Jun Zhang Hongzhi Yin Yang Wang 67 275 0 20 Apr 2017