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The spread of misinformation through synthetically generated yet realistic images and videos has become a significant problem, calling for robust manipulation detection methods.
FaceForensics++: Learning to Detect Manipulated Facial Images
A. Rossler, D. Cozzolino, L. Verdoliva, C. Riess, J. Thies, and M. Nießner · 1901
Earlier work this paper cites.
Dlib-ml: A Machine Learning Toolkit
D. E. King · 2009
Earlier work this paper cites.
3d convolutional neural networks for human action recognition
S. Ji, W. Xu, M. Yang, and K. Yu · 2013
Earlier work this paper cites.
Learning Phrase Representations using RNN Encoder-Decoder for Statistical Machine Translation
K. Cho, B. van Merrienboer, C. Gulcehre, D. Bahdanau, F. Bougares, H. Schwenk, and Y. Bengio · 2014
Earlier work this paper cites.
Generative adversarial nets
I. Goodfellow, J. Pouget-Abadie, M. Mirza, B. Xu, D. Warde-Farley, S. Ozair, A. Courville, and Y. Bengio · 2014
Earlier work this paper cites.
Caffe: Convolutional architecture for fast feature embedding
Y. Jia, E. Shelhamer, J. Donahue, S. Karayev, J. Long, R. Girshick, S. Guadarrama, and T. Darrell · 2014
Earlier work this paper cites.
One Millisecond Face Alignment with an Ensemble of Regression Trees
V. Kazemi and J. Sullivan · 2014
Earlier work this paper cites.
Passive copy-move forgery detection in videos
R. C. Pandey, S. K. Singh, and K. K. Shukla · 2014
Earlier work this paper cites.
Two-Stream Convolutional Networks for Action Recognition in Videos
K. Simonyan and A. Zisserman · 2014
Earlier work this paper cites.
Long-Term Recurrent Convolutional Networks for Visual Recognition and Description
J. Donahue, L. Anne Hendricks, S. Guadarrama, M. Rohrbach, S. Venugopalan, K. Saenko, and T. Darrell · 2015
Earlier work this paper cites.
Spatial transformer networks
M. Jaderberg, K. Simonyan, A. Zisserman, et al · 2015
Earlier work this paper cites.
Learning spatiotemporal features with 3d convolutional networks
D. Tran, L. Bourdev, R. Fergus, L. Torresani, and M. Paluri · 2015
Earlier work this paper cites.
Deep Residual Learning for Image Recognition
K. He, X. Zhang, S. Ren, and J. Sun · 2016
Earlier work this paper cites.
3d face swapping implemented in Python. Contribute to MarekKowalski/FaceSwap development by creating an account on GitHub, Apr. 2019
Marek · 2016
Earlier work this paper cites.
Rethinking the inception architecture for computer vision
C. Szegedy, V. Vanhoucke, S. Ioffe, J. Shlens, and Z. Wojna · 2016
Earlier work this paper cites.
Face2face: Real-Time Face Capture and Reenactment of RGB Videos
J. Thies, M. Zollhofer, M. Stamminger, C. Theobalt, and M. Niessner · 2016
Earlier work this paper cites.
Recurrent face aging
W. Wang, Z. Cui, Y. Yan, J. Feng, S. Yan, X. Shu, and N. Sebe · 2016
Earlier work this paper cites.
Social Media and Fake News in the 2016 Election
H. Allcott and M. Gentzkow · 2017
Cited alongside, same era.
Xception: Deep Learning With Depthwise Separable Convolutions
F. Chollet · 2017
Cited alongside, same era.
Disinformation and Social Bot Operations in the Run Up to the 2017 French Presidential Election
E. Ferrara · 2017
Cited alongside, same era.
Densely Connected Convolutional Networks
G. Huang, Z. Liu, L. van der Maaten, and K. Q. Weinberger · 2017
Cited alongside, same era.
Multimedia Semantic Integrity Assessment Using Joint Embedding Of Images And Text
A. Jaiswal, E. Sabir, W. AbdAlmageed, and P. Natarajan · 2017
Cited alongside, same era.
Action tubelet detector for spatio-temporal action localization
V. Kalogeiton, P. Weinzaepfel, V. Ferrari, and C. Schmid · 2017
Cited alongside, same era.
Stargan: Unified generative adversarial networks for multi-domain image-to-image translation
Y. Choi, M. Choi, M. Kim, J.-W. Ha, S. Kim, and J. Choo · 2018
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Forensictransfer: Weakly-supervised domain adaptation for forgery detection
D. Cozzolino, J. Thies, A. Rössler, C. Riess, M. Nießner, and L. Verdoliva · 2018
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Deepfake video detection using recurrent neural networks
D. Güera and E. J. Delp · 2018
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Coarse-to-fine copy-move forgery detection for video forensics
S. Jia, Z. Xu, H. Wang, C. Feng, and T. Wang · 2018
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Deep recurrent regression for facial landmark detection
H. Lai, S. Xiao, Y. Pan, Z. Cui, J. Feng, C. Xu, J. Yin, and S. Yan · 2018
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Object detection in videos with tubelet proposal networks
K. Kang, H. Li, T. Xiao, W. Ouyang, J. Yan, X. Liu, and X. Wang · 2017
Cited alongside, same era.
Face parsing via recurrent propagation
S. Liu, J. Shi, J. Liang, and M.-H. Yang · 2017
Cited alongside, same era.
CSI: A Hybrid Deep Model for Fake News Detection
N. Ruchansky, S. Seo, and Y. Liu · 2017
Cited alongside, same era.
Recursive spatial transformer (rest) for alignment-free face recognition
W. Wu, M. Kan, X. Liu, Y. Yang, S. Shan, and X. Chen · 2017
Cited alongside, same era.
Deep Matching and Validation Network: An End-to-End Solution to Constrained Image Splicing Localization and Detection
Y. Wu, W. Abd-Almageed, and P. Natarajan · 2017
Cited alongside, same era.
Dilated residual networks
F. Yu, V. Koltun, and T. Funkhouser · 2017
Cited alongside, same era.
Y. Nirkin, I. Masi, A. Tran, T. Hassner, and G. Medioni · 2018
Later among the works it cites.
FaceForensics: A Large-scale Video Dataset for Forgery Detection in Human Faces
A. Rossler, D. Cozzolino, L. Verdoliva, C. Riess, J. Thies, and M. Nießner · 2018
Later among the works it cites.
Deep Multimodal Image-Repurposing Detection
E. Sabir, W. AbdAlmageed, Y. Wu, and P. Natarajan · 2018
Later among the works it cites.
The spread of true and false news online
S. Vosoughi, D. Roy, and S. Aral · 2018
Later among the works it cites.
BusterNet: Detecting Copy-Move Image Forgery with Source/Target Localization
Y. Wu, W. Abd-Almageed, and P. Natarajan · 2018
Later among the works it cites.
Image copy-move forgery detection via an end-to-end deep neural network
Y. Wu, W. Abd-Almageed, and P. Natarajan · 2018
Later among the works it cites.
Available at
Deepfacelab project · 2019
Closest in time.
AIRD: Adversarial Learning Framework for Image Repurposing Detection
A. Jaiswal, Y. Wu, W. AbdAlmageed, I. Masi, and P. Natarajan · 2019
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Learning pose-aware models for pose-invariant face recognition in the wild
I. Masi, F. Chang, J. Choi, S. Harel, J. Kim, K. Kim, J. Leksut, S. Rawls, Y. Wu, T. Hassner, W. AbdAlmageed, G. Medioni, L. Morency, P. Natarajan, and R. Nevatia · 2019
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Face-specific data augmentation for unconstrained face recognition
I. Masi, A. Tran, T. Hassner, G. Sahin, and G. Medioni · 2019
Closest in time.
ManTra-Net: Manipulation tracing network for detection and localization of image forgeries with anomalous features
Y. Wu, W. AbdAlmageed, and P. Natarajan · 2019
Closest in time.