Perceptual Evaluations - Evals for Aesthetics in AI and Generative Media

Explore the complex world of aesthetic evaluations in AI through this 16-minute conference talk featuring KREA.ai's cofounder Diego Rodriguez. Discover why traditional evaluation methods fall short when assessing image quality and generative media, and learn about the unique challenges of measuring subjective qualities like aesthetics in AI systems. Examine the historical context of compression and its relationship to AI evaluation, understand the limitations of current AI and human-centric metrics, and gain insights into rethinking evaluation frameworks for the future of artificial intelligence. Delve into meta-evaluation concepts by learning how to evaluate evaluation methods themselves, and understand KREA.ai's approach to solving these challenging assessment problems in the generative AI space.