Making artificial intelligence practical, productive, and accessible to everyone. Practical AI is a show in which technology professionals, business people, students, enthusiasts, and expert guests engage in lively discussions about Artificial Intelligence and related topics (Machine Learning, Deep Learning, Neural Networks, etc). The focus is on productive implementations and real-world scenarios that are accessible to everyone. If you want to keep up with the latest advances in AI, while keeping one foot in the real world, then this is the show for you!
Exposing the deception of DeepFakes
This week we bend reality to expose the deceptions of deepfake videos. We talk about what they are, why they are so dangerous, and what you can do to detect and resist their insidious influence. In a political environment rife with distrust, disinformation, and conspiracy theories, deepfakes are being weaponized and proliferated as the latest form of state-sponsored information warfare. Join us for an episode scarier than your favorite horror movie, because this AI bogeyman is real!
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Featuring
Notes and Links
- The Dark Knight’s Tale (DeepFake)
- Official PyTorch Implementation of StarGAN - CVPR 2018
- Few-Shot Adversarial Learning of Realistic Neural Talking Head Models (YouTube)
- Few-Shot Adversarial Learning of Realistic Neural Talking Head Models (PDF)
- MelNet: A Generative Model for Audio in the Frequency Domain
- Text-based Editing of Talking-head Video
- Better Language Models and Their Implications (GPT-2)
- Fake-porn videos are being weaponized to harass and humiliate women: ‘Everybody is a potential target’
- The National Security Challenges of Artificial Intelligence, Manipulated Media, and
“Deepfakes” – 13 June 2019 - Student with access to TPU credits reproduced GPT2-1.5B and plan to release model
- Papers With Code: fake+detection
- In Ictu Oculi: Exposing AI Generated Fake Face Videos by Detecting Eye Blinking
- A Retrospective Analysis of the Fake News Challenge Stance Detection Task
- Deepfake debunking tool may protect presidential candidates. For now. Sometimes
- The Era of Fake Videos is Here
- S.3805 - Malicious Deep Fake Prohibition Act of 2018
- Practical AI episode #47 - GANs, RL, and transfer learning oh my!
- Synthetic Realities: Deep Learning for Detecting AudioVisual Fakes
- Machine Learning for fake news detection: theory and practice