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Episode 07: Yujia Huang, Caltech, on neuro-inspired generative models
Manage episode 289279640 series 2906499
Content provided by Kanjun Qiu. All podcast content including episodes, graphics, and podcast descriptions are uploaded and provided directly by Kanjun Qiu or their podcast platform partner. If you believe someone is using your copyrighted work without your permission, you can follow the process outlined here https://staging.podcastplayer.com/legal.
Yujia Huang (Website) is a PhD student at Caltech, working at the intersection of deep learning and neuroscience. She worked on optics and biophotonics before venturing into machine learning. Now, she hopes to design “less artificial” artificial intelligence.
Highlights from our conversation:
🏗 How recurrent generative feedback, a neuro-inspired design, improves adversarial robustness and and can be more efficient (less labels)
🧠 Adapting theories from neuroscience and classical research for machine learning
📊 What a new Turing test for “less artificial” or generalized AI could look like
💡 Tips for new machine learning researchers!
37 episodes
Share
Manage episode 289279640 series 2906499
Content provided by Kanjun Qiu. All podcast content including episodes, graphics, and podcast descriptions are uploaded and provided directly by Kanjun Qiu or their podcast platform partner. If you believe someone is using your copyrighted work without your permission, you can follow the process outlined here https://staging.podcastplayer.com/legal.
Yujia Huang (Website) is a PhD student at Caltech, working at the intersection of deep learning and neuroscience. She worked on optics and biophotonics before venturing into machine learning. Now, she hopes to design “less artificial” artificial intelligence.
Highlights from our conversation:
🏗 How recurrent generative feedback, a neuro-inspired design, improves adversarial robustness and and can be more efficient (less labels)
🧠 Adapting theories from neuroscience and classical research for machine learning
📊 What a new Turing test for “less artificial” or generalized AI could look like
💡 Tips for new machine learning researchers!
37 episodes
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