Fetching the paper…
Reading the bibliography…
We propose a new comprehensive benchmark to revolutionize the current deepfake detection field to the next generation.
Face2face: Real-time face capture and reenactment of rgb videos
Justus Thies, Michael Zollhofer, Marc Stamminger, Christian Theobalt, and Matthias Nießner · 2016
Earlier work this paper cites.
Quo vadis, action recognition? a new model and the kinetics dataset
Joao Carreira and Andrew Zisserman · 2017
Earlier work this paper cites.
Xception: Deep learning with depthwise separable convolutions
François Chollet · 2017
Earlier work this paper cites.
Lrs3-ted: a large-scale dataset for visual speech recognition
Triantafyllos Afouras, Joon Son Chung, and Andrew Zisserman · 2018
Earlier work this paper cites.
Stargan: Unified generative adversarial networks for multi-domain image-to-image translation
Yunjey Choi, Minje Choi, Munyoung Kim, Jung-Woo Ha, Sunghun Kim, and Jaegul Choo · 2018
Earlier work this paper cites.
Deepfakes: a new threat to face recognition? assessment and detection
Pavel Korshunov and Sébastien Marcel · 2018
Earlier work this paper cites.
Exposing deepfake videos by detecting face warping artifacts
Yuezun Li and Siwei Lyu · 2018
Earlier work this paper cites.
Large-scale celebfaces attributes (celeba) dataset
Ziwei Liu, Ping Luo, Xiaogang Wang, and Xiaoou Tang · 2018
Earlier work this paper cites.
A style-based generator architecture for generative adversarial networks
Tero Karras, Samuli Laine, and Timo Aila · 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 Rossler, Davide Cozzolino, Luisa Verdoliva, Christian Riess, Justus Thies, and Matthias Nießner · 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.
Deferred neural rendering: Image synthesis using neural textures
Justus Thies, Michael Zollhöfer, and Matthias Nießner · 2019
Earlier work this paper cites.
Few-shot video-to-video synthesis
Ting-Chun Wang, Ming-Yu Liu, Andrew Tao, Guilin Liu, Jan Kautz, and Bryan Catanzaro · 2019
Earlier work this paper cites.
Exposing deep fakes using inconsistent head poses
Xin Yang, Yuezun Li, and Siwei Lyu · 2019
Earlier work this paper cites.
https://github.com/MarekKowalski/FaceSwap
Faceswap · 2020
Earlier work this paper cites.
Simswap: An efficient framework for high fidelity face swapping
Renwang Chen, Xuanhong Chen, Bingbing Ni, and Yanhao Ge · 2020
Earlier work this paper cites.
Stargan v2: Diverse image synthesis for multiple domains
Yunjey Choi, Youngjung Uh, Jaejun Yoo, and Jung-Woo Ha · 2020
Earlier work this paper cites.
On the detection of digital face manipulation
Hao Dang, Feng Liu, Joel Stehouwer, Xiaoming Liu, and Anil K Jain · 2020
Earlier work this paper cites.
The deepfake detection challenge dataset
Brian Dolhansky, Joanna Bitton, Ben Pflaum, Jikuo Lu, Russ Howes, Menglin Wang, and Cristian Canton Ferrer · 2020
Earlier work this paper cites.
Denoising diffusion probabilistic models
Jonathan Ho, Ajay Jain, and Pieter Abbeel · 2020
Earlier work this paper cites.
Deeperforensics-1.0: A large-scale dataset for real-world face forgery detection
Liming Jiang, Ren Li, Wayne Wu, Chen Qian, and Chen Change Loy · 2020
Earlier work this paper cites.
Analyzing and improving the image quality of stylegan
Tero Karras, Samuli Laine, Miika Aittala, Janne Hellsten, Jaakko Lehtinen, and Timo Aila · 2020
Earlier work this paper cites.
Advancing high fidelity identity swapping for forgery detection
Lingzhi Li, Jianmin Bao, Hao Yang, Dong Chen, and Fang Wen · 2020
Earlier work this paper cites.
Face x-ray for more general face forgery detection
Lingzhi Li, Jianmin Bao, Ting Zhang, Hao Yang, Dong Chen, Fang Wen, and Baining Guo · 2020
Earlier work this paper cites.
Celeb-df: A new dataset for deepfake forensics
Yuezun Li, Xin Yang, Pu Sun, Honggang Qi, and Siwei Lyu · 2020
Earlier work this paper cites.
A lip sync expert is all you need for speech to lip generation in the wild
KR Prajwal, Rudrabha Mukhopadhyay, Vinay P Namboodiri, and CV Jawahar · 2020
Earlier work this paper cites.
Thinking in frequency: Face forgery detection by mining frequency-aware clues
Yuyang Qian, Guojun Yin, Lu Sheng, Zixuan Chen, and Jing Shao · 2020
Earlier work this paper 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
Earlier work this paper cites.
Sit: Self-supervised vision transformer
Sara Atito, Muhammad Awais, and Josef Kittler · 2021
Earlier work this paper cites.
www.github.com/deepfakes/faceswap Accessed 2021-04-24
DeepFakes · 2021
Cited alongside, same era.
https://www.kaggle.com/c/deepfake-detection-challenge Accessed 2021-04-24
Deepfake detection challenge · 2021
Cited alongside, same era.
https://ai.googleblog.com/2019/09/contributing-data-to-deepfake-detection.html Accessed 2021-04-24
DFD · 2021
Cited alongside, same era.
Taming transformers for high-resolution image synthesis
Patrick Esser, Robin Rombach, and Bjorn Ommer · 2021
Cited alongside, same era.
www.github.com/MarekKowalski/FaceSwap Accessed 2021-04-24
FaceSwap · 2021
Cited alongside, same era.
Forgerynet: A versatile benchmark for comprehensive forgery analysis
Yinan He, Bei Gan, Siyu Chen, Yichun Zhou, Guojun Yin, Luchuan Song, Lu Sheng, Jing Shao, and Ziwei Liu · 2021
Cited alongside, same era.
Detecting deepfakes with self-blended images
Kaede Shiohara and Toshihiko Yamasaki · 2022
Later among the works it cites.
Latent image animator: Learning to animate images via latent space navigation
Yaohui Wang, Di Yang, Francois Bremond, and Antitza Dantcheva · 2022
Later among the works it cites.
Vfhq: A high-quality dataset and benchmark for video face super-resolution
Liangbin Xie, Xintao Wang, Honglun Zhang, Chao Dong, and Ying Shan · 2022
Later among the works it cites.
Designing one unified framework for high-fidelity face reenactment and swapping
Chao Xu, Jiangning Zhang, Yue Han, Guanzhong Tian, Xianfang Zeng, Ying Tai, Yabiao Wang, Chengjie Wang, and Yong Liu · 2022
Later among the works it cites.
Mobilefaceswap: A lightweight framework for video face swapping
Zhiliang Xu, Zhibin Hong, Changxing Ding, Zhen Zhu, Junyu Han, Jingtuo Liu, and Errui Ding · 2022
Later among the works it cites.
alphaXiv searches the wider corpus for related work and actual follow-ups.
alphaXiv is searching for related work…
Alias-free generative adversarial networks
Tero Karras, Miika Aittala, Samuli Laine, Erik Härkönen, Janne Hellsten, Jaakko Lehtinen, and Timo Aila · 2021
Cited alongside, same era.
Fakeavceleb: A novel audio-video multimodal deepfake dataset
Hasam Khalid, Shahroz Tariq, Minha Kim, and Simon S Woo · 2021
Cited alongside, same era.
Kodf: A large-scale korean deepfake detection dataset
Patrick Kwon, Jaeseong You, Gyuhyeon Nam, Sungwoo Park, and Gyeongsu Chae · 2021
Cited alongside, same era.
Spatial-phase shallow learning: rethinking face forgery detection in frequency domain
Honggu Liu, Xiaodan Li, Wenbo Zhou, Yuefeng Chen, Yuan He, Hui Xue, Weiming Zhang, and Nenghai Yu · 2021
Cited alongside, same era.
Generalizing face forgery detection with high-frequency features
Yuchen Luo, Yong Zhang, Junchi Yan, and Wei Liu · 2021
Cited alongside, same era.
The creation and detection of deepfakes: A survey
Yisroel Mirsky and Wenke Lee · 2021
Cited alongside, same era.
Thin-plate spline motion model for image animation
Jian Zhao and Hui Zhang · 2022
Later among the works it cites.
Hyperreenact: one-shot reenactment via jointly learning to refine and retarget faces
Stella Bounareli, Christos Tzelepis, Vasileios Argyriou, Ioannis Patras, and Georgios Tzimiropoulos · 2023
Later among the works it cites.
Pixart-alpha: Fast training of diffusion transformer for photorealistic text-to-image synthesis
Junsong Chen, Jincheng Yu, Chongjian Ge, Lewei Yao, Enze Xie, Yue Wu, Zhongdao Wang, James Kwok, Ping Luo, Huchuan Lu, et al · 2023
Later among the works it cites.
Implicit identity leakage: The stumbling block to improving deepfake detection generalization
Shichao Dong, Jin Wang, Renhe Ji, Jiajun Liang, Haoqiang Fan, and Zheng Ge · 2023
Later among the works it cites.
Implicit identity representation conditioned memory compensation network for talking head video generation
Fa-Ting Hong and Dan Xu · 2023
Later among the works it cites.
Collaborative diffusion for multi-modal face generation and editing
Ziqi Huang, Kelvin CK Chan, Yuming Jiang, and Ziwei Liu · 2023
Later among the works it cites.
Glff: Global and local feature fusion for ai-synthesized image detection
Yan Ju, Shan Jia, Jialing Cai, Haiying Guan, and Siwei Lyu · 2023
Later among the works it cites.
Residual denoising diffusion models
Jiawei Liu, Qiang Wang, Huijie Fan, Yinong Wang, Yandong Tang, and Liangqiong Qu · 2023
Later among the works it cites.
Fine-grained face swapping via regional gan inversion
Zhian Liu, Maomao Li, Yong Zhang, Cairong Wang, Qi Zhang, Jue Wang, and Yongwei Nie · 2023
Later among the works it cites.
Df-platter: multi-face heterogeneous deepfake dataset
Kartik Narayan, Harsh Agarwal, Kartik Thakral, Surbhi Mittal, Mayank Vatsa, and Richa Singh · 2023
Later among the works it cites.
Scalable diffusion models with transformers
William Peebles and Saining Xie · 2023
Later among the works it cites.
Facedancer: Pose-and occlusion-aware high fidelity face swapping
Felix Rosberg, Eren Erdal Aksoy, Fernando Alonso-Fernandez, and Cristofer Englund · 2023
Later among the works it cites.
Blendface: Re-designing identity encoders for face-swapping
Kaede Shiohara, Xingchao Yang, and Takafumi Taketomi · 2023
Later among the works it cites.
Robustness and generalizability of deepfake detection: A study with diffusion models
Haixu Song, Shiyu Huang, Yinpeng Dong, and Wei-Wei Tu · 2023
Later among the works it cites.
Rethinking domain generalization for face anti-spoofing: Separability and alignment
Yiyou Sun, Yaojie Liu, Xiaoming Liu, Yixuan Li, and Wen-Sheng Chu · 2023
Later among the works it cites.
Ucf: Uncovering common features for generalizable deepfake detection
Zhiyuan Yan, Yong Zhang, Yanbo Fan, and Baoyuan Wu · 2023
Later among the works it cites.
Deepfakebench: A comprehensive benchmark of deepfake detection
Zhiyuan Yan, Yong Zhang, Xinhang Yuan, Siwei Lyu, and Baoyuan Wu · 2023
Later among the works it cites.
Sadtalker: Learning realistic 3d motion coefficients for stylized audio-driven single image talking face animation
Wenxuan Zhang, Xiaodong Cun, Xuan Wang, Yong Zhang, Xi Shen, Yu Guo, Ying Shan, and Fei Wang · 2023
Later among the works it cites.
Chaitali Bhattacharyya, Hanxiao Wang, Feng Zhang, Sungho Kim, and Xiatian Zhu · 2024
Closest in time.
Improving fairness in deepfake detection
Yan Ju, Shu Hu, Shan Jia, George H Chen, and Siwei Lyu · 2024
Closest in time.
Yuzhen Lin, Wentang Song, Bin Li, Yuezun Li, Jiangqun Ni, Han Chen, and Qiushi Li · 2024
Closest in time.
Transcending forgery specificity with latent space augmentation for generalizable deepfake detection
Zhiyuan Yan, Yuhao Luo, Siwei Lyu, Qingshan Liu, and Baoyuan Wu · 2024
Closest in time.
Transcending forgery specificity with latent space augmentation for generalizable deepfake detection
Zhiyuan Yan, Yuhao Luo, Siwei Lyu, Qingshan Liu, and Baoyuan Wu · 2024
Closest in time.
Genimage: A million-scale benchmark for detecting ai-generated image
Mingjian Zhu, Hanting Chen, Qiangyu Yan, Xudong Huang, Guanyu Lin, Wei Li, Zhijun Tu, Hailin Hu, Jie Hu, and Yunhe Wang · 2024
Closest in time.