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<td><b>Opening Keynote: David Bau - <ahref="https://x.com/davidbau" target="_blank">@davidbau</a></b>
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<b>Resilience and Human Understanding in AI</b>
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What is the role of human understanding in AI? As increasingly massive AI systems are deployed into an unpredictable and complex world, interpretability and controllability are the keys to achieving resilience. We discuss results in understanding and editing large-scale transformer language models and diffusion image synthesis models, and how these are part of an emerging research agenda in interpretable generative AI. Finally, we talk about the concentration of power that is emerging due to the scaling up of large-scale AI, and the kind of infrastructure that will be needed to ensure broad and democratized human participation in the future of AI.
A Visual Tour to Empirical Neural Network Robustness
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-- Seongmin Lee, Benjamin Hoover, Hendrik Strobelt, Zijie J. Wang, ShengYun Peng, Austin P Wright, Kevin Li, Haoyang Yang. Haekyu Park, Duen Horng Chau
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-- Chen Chen, Jinbin Huang, Ethan M Remsberg, Zhicheng Liu
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<a href="https://graphical-models.netlify.app">
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Learning What's in a Name with Graphical Models
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<ahref="https://visxai-aml.vercel.app/">
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Panda or Gibbon? A Beginner's Introduction to Adversarial Attacks
-- Mateus Silva Aragao, Shiwen Zhu, Nhi Nguyen, Alejandro Garcia, Susan Elizabeth Liao
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<td class="schedule">9:15 -- 9:30</td>
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<td><b>Break</b></td>
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<!-- <td class="schedule">9:30 -- 10:30</td> -->
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<td><b>Keynote: Adam Pearce - <ahref="https://twitter.com/adamrpearce" target="_blank">@adamrpearce</a></b>
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<tdclass="schedule">10:45 -- 11:30</td>
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<td><b>Closing Keynote: Adam Pearce - <ahref="https://twitter.com/adamrpearce" target="_blank">@adamrpearce</a></b>
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<b>Why aren't we using visualizations to interact with AI?</b>
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<b>Why Aren't We Using Visualizations to Interact with AI?</b>
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Well-crafted visualizations are the highest bandwidth way of downloading information into our brains. As complex machine learning models become increasingly useful and important, can we move beyond mostly using text to understand and engage with them?
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