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Brian Dolhansky
Brian Dolhansky
Staff Machine Learning Engineer, Reddit
Geverifieerd e-mailadres voor fb.com - Homepage
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The deepfake detection challenge (dfdc) dataset
B Dolhansky, J Bitton, B Pflaum, J Lu, R Howes, M Wang, CC Ferrer
arXiv preprint arXiv:2006.07397, 2020
3142020
The deepfake detection challenge (dfdc) preview dataset
B Dolhansky, R Howes, B Pflaum, N Baram, CC Ferrer
arXiv preprint arXiv:1910.08854, 2019
3002019
Eye in-painting with exemplar generative adversarial networks
B Dolhansky, CC Ferrer
Proceedings of the IEEE conference on computer vision and pattern …, 2018
1082018
Adversarial threats to deepfake detection: A practical perspective
P Neekhara, B Dolhansky, J Bitton, CC Ferrer
Proceedings of the IEEE/CVF conference on computer vision and pattern …, 2021
352021
Deep submodular functions: Definitions and learning
BW Dolhansky, JA Bilmes
Advances in Neural Information Processing Systems 29, 2016
322016
Towards measuring fairness in ai: the casual conversations dataset
C Hazirbas, J Bitton, B Dolhansky, J Pan, A Gordo, CC Ferrer
IEEE Transactions on Biometrics, Behavior, and Identity Science 4 (3), 324-332, 2021
302021
Automatic image correction using machine learning
CC Ferrer, B Dolhansky, TW Meyer, J Morton
US Patent 10,388,002, 2019
272019
Teaching STEM concepts through music technology and DSP
YE Kim, AM Batula, R Migneco, P Richardson, B Dolhansky, D Grunberg, ...
2011 Digital Signal Processing and Signal Processing Education Meeting (DSP …, 2011
172011
The deepfake detection challenge dataset. arXiv 2020
B Dolhansky, J Bitton, B Pflaum, J Lu, R Howes, M Wang, CC Ferrer
arXiv preprint arXiv:2006.07397, 2020
152020
Relating perceptual and feature space invariances in music emotion recognition
EM Schmidt, M Prockup, J Scott, B Dolhansky, BG Morton, YE Kim
9th Int. Symp. Computer Music Modeling and Retrieval, London, UK, 2012
122012
Adversarial collision attacks on image hashing functions
B Dolhansky, CC Ferrer
arXiv preprint arXiv:2011.09473, 2020
102020
The deepfake detection challenge (dfdc) preview dataset. arXiv 2019
B Dolhansky, R Howes, B Pflaum, N Baram, CC Ferrer
arXiv preprint arXiv:1910.08854, 0
10
Casual conversations: A dataset for measuring fairness in ai
C Hazirbas, J Bitton, B Dolhansky, J Pan, A Gordo, CC Ferrer
Proceedings of the IEEE/CVF Conference on Computer Vision and Pattern …, 2021
92021
Deepfake detection challenge results: An open initiative to advance AI
CC Ferrer, B Pflaum, J Pan, B Dolhansky, J Bitton, J Lu
Facebook AI,[online], https://ai. facebook. com/blog/deepfake-detection …, 2020
72020
The DeepFake detection challenge dataset.(2020)
B Dolhansky, J Bitton, B Pflaum, J Lu, R Howes, M Wang, CC Ferrer
ArXiv: abs, 2006
72006
Artificial neural networks: Mathematics of backpropagation (part 4)
B Dolhansky
Blog: Brian Dolhansky, 2013
62013
Designing an expressive virtual percussion instrument
B Dolhansky, A McPherson, YE Kim
Proceedings of the 8th Sound and Music Computing Conference, Padova, Italy 69, 2011
62011
Exposing vulnerabilities of deepfake detection systems with robust attacks
S Hussain, P Neekhara, B Dolhansky, J Bitton, CC Ferrer, J McAuley, ...
Digital Threats: Research and Practice (DTRAP) 3 (3), 1-23, 2022
52022
Deep poisoning: Towards robust image data sharing against visual disclosure
H Guo, B Dolhansky, E Hsin, P Dinh, CC Ferrer, S Wang
Proceedings of the IEEE/CVF Winter Conference on Applications of Computer …, 2021
5*2021
Adversarial evaluation of multimodal models under realistic gray box assumption
I Evtimov, R Howes, B Dolhansky, H Firooz, CC Ferrer
arXiv preprint arXiv:2011.12902, 2020
52020
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Artikelen 1–20