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A variety of effective face-swap and face-reenactment methods have been publicized in recent years, democratizing the face synthesis technology to a great extent.
Explaining and harnessing adversarial examples
Ian J. Goodfellow, Jonathon Shlens, and Christian Szegedy · 2015
Earlier work this paper cites.
Joint face detection and alignment using multitask cascaded convolutional networks
Kaipeng Zhang, Zhanpeng Zhang, Zifeng Li, and Yu Qiao · 2016
Earlier work this paper cites.
How far are we from solving the 2d & 3d face alignment problem? (and a dataset of 230,000 3d facial landmarks)
Adrian Bulat and Georgios Tzimiropoulos · 2017
Earlier work this paper cites.
Lip reading sentences in the wild
Joon Son Chung, Andrew Senior, Oriol Vinyals, and Andrew Zisserman · 2017
Earlier work this paper cites.
Out of time: Automated lip sync in the wild
Joon Son Chung and Andrew Zisserman · 2017
Earlier work this paper cites.
Gans trained by a two time-scale update rule converge to a local nash equilibrium
Martin Heusel, Hubert Ramsauer, Thomas Unterthiner, Bernhard Nessler, and Sepp Hochreiter · 2017
Earlier work this paper cites.
Voxceleb: A large-scale speaker identification dataset
Arsha Nagrani, Joon Son Chung, and Andrew Zisserman · 2017
Earlier work this paper cites.
Deepfakes: a new threat to face recognition? assessment and detection
Pavel Korshunov and Sebastien Marcel · 2018
Earlier work this paper cites.
Knu korean sentiment lexicon: Bi-lstm-based method for building a korean sentiment lexicon
SangMin Park, ChulWon Na, MinSeong Cho, DaHee Lee, and ByungWon On · 2018
Earlier work this paper cites.
Protecting world leaders against deep fakes
Shruti Agarwal, Hany Farid, Yuming Gu, Mingming He, Koki Nagano, and Hao Li · 2019
Earlier work this paper cites.
Deepfake video detection through optical flow based cnn
Irene Amerini, Leonardo Galteri, Roberto Caldelli, and Alberto Del Bimbo · 2019
Earlier work this paper cites.
The deepfake detection challenge (dfdc) preview dataset
Brian Dolhansky, Russ Howes, Ben Pflaum, Nicole Baram, and Cristian Ferrer · 2019
Earlier work this paper cites.
Contributing data to deepfake detection research
Nick Dufour and Andrew Gully · 2019
Earlier work this paper cites.
Fda: Feature disruptive attack
Aditya Ganeshan, Vivek B.S., and R. Venkatesh Babu · 2019
Earlier work this paper cites.
Fsgan: Subject agnostic face swapping and reenactment
Yuval Nirkin, Yosi Keller, and Tal Hassner · 2019
Earlier work this paper cites.
Faceforensics++: Learning to detect manipulated facial images
Andreas Rössler, Davide Cozzolino, Christian Riess Luisa Verdoliva, Justus Thies, and Matthias Nießner · 2019
Earlier work this paper cites.
Recurrent convolutional strategies for face manipulation detection in videos
Ekraam Sabir, Jiaxin Cheng, Ayush Jaiswal, Wael AbdAlmageed, Iacopo Masi, and Prem Natarajan · 2019
Earlier work this paper cites.
First order motion model for image animation
Aliaksandr Siarohin, Stéphane Lathuilière, Sergey Tulyakov, Elisa Ricci, and Nicu Sebe · 2019
Earlier work this paper cites.
Fraudsters used ai to mimic ceo’s voice in unusual cybercrime case
Catherine Stupp · 2019
Earlier work this paper cites.
Efficientnet: Rethinking model scaling for convolutional neural networks
Mingxing Tan and Quoc Le · 2019
Earlier work this paper cites.
Exposing deep fakes using inconsistent head poses
Xin Yang, Yuezun Li, and Siwei Lyu · 2019
Cited alongside, same era.
https://github.com/yiranran/Audio-driven-TalkingFace-HeadPose
Audio-driven talking face head pose official implementation · 2020
Cited alongside, same era.
https://avatarify.ai/
Avatarify, inc · 2020
Cited alongside, same era.
https://www.youtube.com/channel/UCKpH0CKltc73e4wh0_pgL3g
Ctrl shift face · 2020
Cited alongside, same era.
https://competitions.codalab.org/competitions/25228
Deeperforensics challenge 2020 · 2020
Cited alongside, same era.
https://github.com/iperov/DeepFaceLab
Deepfacelab · 2020
Cited alongside, same era.
https://www.kaggle.com/c/deepfake-detection-challenge
Adversarial perturbations fool deepfake detectors
Apurva Gandhi and Shomik Jain · 2020
Later among the works it cites.
Advbox: A toolbox to generate adversarial examples that fool neural networks
Dou Goodman, Hao Xin, Wang Yang, Wu Yuesheng, Xiong Junfeng, and Zhang Huan · 2020
Later among the works it cites.
Fakeretouch: Evading deepfakes detection via the guidance of deliberate noise
Yihao Huang, Felix Juefei-Xu, Qing Guo, Xiaofei Xie, Lei Ma, Weikai Miao, Yang Liu, and Geguang Pu · 2020
Later among the works it cites.
Deeperforensics-1.0: A large-scale dataset for real-world face forgery detection
Liming Jiang, Wayne Wu, Ren Li, Chen Qian, and Chen Change Loy · 2020
Later among the works it cites.
Sharp multiple instance learning for deepfake video detection
Xiaodan Li, Yining Lang, Yuefeng Chen, Xiaofeng Mao, Yuan He, Shuhui Wang, Hui Xue, and Quan Lu · 2020
Later among the works it cites.
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Deepfake detection challenge · 2020
Cited alongside, same era.
https://dacon.io/competitions/open/235655/overview/
Deepfake video detecting ai competition (using kodf preview dataset) · 2020
Cited alongside, same era.
http://kaldir.vc.in.tum.de/faceforensics_benchmark/
Faceforensics benchmark · 2020
Cited alongside, same era.
https://github.com/deepfakes/faceswap
Faceswap · 2020
Cited alongside, same era.
https://github.com/AliaksandrSiarohin/first-order-model
First order motion model official code · 2020
Cited alongside, same era.
https://github.com/YuvalNirkin/fsgan
Fsgan official implementation · 2020
Cited alongside, same era.
Celeb-df: A large-scale challenging dataset for deepfake forensics
Yuezun Li, Xin Yang, Pu Sun, Honggang Qi, and Siwei Lyu · 2020
Later among the works it cites.
Two-branch recurrent network for isolating deepfakes in videos
Iacopo Masi, Aditya Killekar, Royston Mascarenhas, Shenoy Gurudatt, and Wael AbdAlmageed · 2020
Later among the works it cites.
Adversarial threats to deepfake detection: A practical perspective
Paarth Neekhara, Brian Dolhansky, Joanna Bitton, and Cristian Ferrer · 2020
Later among the works it cites.
Standard korean language dictionary
National Institute of Korean Language · 2020
Later among the works it cites.
Deepfacelab: A simple, flexible and extensible face swapping framework
Ivan Petrov, Daiheng Gao, Nikolay Chervoniy, Kunlin Liu, Sugasa Marangonda, Chris Um’e, Mr. dpfks, RP Luis, Jian Jiang, Sheng Zhang, Pingyu Wu, Bo Zhou, and Weiming Zhang · 2020
Later among the works it cites.
A lip sync expert is all you need for speech to lip generation in the wild
KR Prajwal, Rudrabha Mukhopadhyay, Vinay Namboodiri, and CV Jawahar · 2020
Later among the works it cites.
Deepfakes and beyond: A survey of face manipulation and fake detection
Ruben Tolosana, Ruben Vera-Rodriguez, Julian Fierrez, Aythami Morales, and Javier Ortega-Garcia · 2020
Later among the works it cites.
Deepfakes and disinformation: Exploring the impact of synthetic political video on deception, uncertainty, and trust in news
Cristian Vaccari and Andrew Chadwick · 2020
Later among the works it cites.
Why american express is trying technology that makes deepfake videos look real
Jonathan Vanian · 2020
Later among the works it cites.
Cnn-generated images are surprisingly easy to spot… for now
Sheng-Yu Wang, Oliver Wang, Richard Zhang, Andrew Owens, and Alexei A. Efros · 2020
Later among the works it cites.
Audio-driven talking face video generation with learning-based personalized head pose
Ran Yi, Zipeng Ye, Juyong Zhang, Hujun Bao, and Yongjin Liu · 2020
Later among the works it cites.
Deepfake porn is ruining women’s lives. now the law may finally ban it
Karen Hao · 2021
Closest in time.
Deepfakeson-phys: Deepfakes detection based on heart rate estimation
Javier Hernandez-Ortega, Ruben Tolosana, Julian Fierrez, and Aythami Morales · 2021
Closest in time.
Adversarial deepfakes: Evaluating vulnerability of deepfake detectors to adversarial examples
Shehzeen Hussain, Paarth Neekhara, Malhar Jere, Farinaz Koushanfar, and Julian McAuley · 2021
Closest in time.
Deepfakes evolution: Analysis of facial regions and fake detection performance
Ruben Tolosana, Sergio Romero-Tapiador, Julian Fierrez, and Ruben Vera-Rodriguez · 2021
Closest in time.