03/10/2024
Pod out: Season-1 Episode-6 of IITGAA Webinar Series
Episode-6: Embracing Data Imperfections via Domain-Enriched AI with Prof. Vishal Monga
- YouTube: https://www.youtube.com/watch?v=Vwn5rcccOqA&t=106s
- Spotify: https://open.spotify.com/episode/4lPMYobPrOD5FAJA9917f8...
Key Insights from Vishal Monga's Session:
1. Domain-Enriched Learning helps overcome data imperfections such as low-resolution and noisy data in fields like healthcare and environmental monitoring.
2. Applications in medical imaging include improved MRI scans and 3D blood vessel segmentation using domain-informed architectures.
3. AI-powered sonar image classification is revolutionizing environmental protection by improving detection of underwater unexploded ordnance.
4. Opportunities for entrepreneurs to solve real-world challenges in AI-driven healthcare, environmental monitoring, and satellite imaging.
Interested in moderating a future session? Express Interest here: https://docs.google.com/forms/d/e/1FAIpQLSdib-Lsls4ndFJS11WNNc7SMNnvKDiOGj3AGXAf0doc3rUeYg/viewform
We're thrilled to host Prof. Vishal Monga, a distinguished alumnus of IIT Guwahati and a leader in AI research, for a thought-provoking talk on how domain-enriched learning is transforming AI.
Prof. Monga will discuss cutting-edge approaches from his lab at Penn State, exploring how informed priors and architectures can solve key challenges in deep learning—especially in image processing, medical imaging, and healthcare. Learn how AI can overcome the limitations of low-quality data and discover a principled, domain-enriched alternative to black-box models.
With over 45 US patents, an NSF CAREER Award, and groundbreaking work in imaging and signal processing, Prof. Monga brings unparalleled insights.
Don't miss this opportunity to engage with one of the foremost experts in the field!
Register now: https://lnkd.in/g-J958pY
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https://www.linkedin.com/events/embracingdataimperfectionsviado7241582163580592128/about/