Stanford Seminar 2022 - DeepMind's Perceiver and Perceiver IO: New Data Family Architecture

Explore a Stanford seminar on DeepMind's Perceiver and Perceiver IO architectures, presented by Senior Research Scientist Drew Jaegle. Delve into the development of flexible AI systems capable of processing diverse data types without domain-specific constraints. Learn how Perceivers utilize asymmetric attention mechanisms to handle high-dimensional inputs and outputs, outperforming domain-specific architectures across various tasks. Discover applications in image classification, natural language understanding, optical flow, multimodal processing, and multi-task learning. Gain insights into Jaegle's research on domain-general perceptual and reasoning systems, spanning architecture design, imitation learning, reinforcement learning, and self-supervised learning. Understand the potential impact of these innovations on the future of artificial intelligence and data processing.