Talks

Speaker: Professor Thierry Tambe (Stanford) Title: "Data Representations for Efficient AI" Video: Click here to view Abstract: The unabated pursuit for omniscient and omnipotent AI is levying hefty latency, memory, and energy taxes across all computing scales. Our research is building a heterogeneity of full-stack solutions to produce breakthrough advances in arithmetic performance and energy […]

Speaker: Ayush Jamdar (UCSD) Title: ISET-LFM: A Physics-based Simulation Framework and Dataset for LED Flicker in Automotive Imaging Video: Click here to play Abstract:  LED flicker is a persistent artifact in automotive imaging where lights modulated via Pulse Width Modulation (PWM) appear steady to humans but produce severe temporal intensity variations in captured video. These […]

Speaker: Dr. Frederic P Poitevin (SLAC) Title: From Data Deluge to Self-Steering Experiments at LCLS-II Video: Click here to view Abstract:  X-ray free-electron lasers are entering a regime where experiments can generate data faster than scientists can inspect, interpret, and act on it by hand. At LCLS-II, this challenge is also an opportunity: high repetition […]

Speaker: Professor Tengyu Ma (Stanford) Title: Self-play Algorithms for Math Theorem Proving Video: Click here to view Abstract:  I will discuss RL algorithms for automated theorem proving with LLMs, especially in the possible future regime where we run out of high-quality training data. To keep improving the models with limited data, we draw inspiration from […]

Speaker: Professor Angela Dai (Technical University of Munich) Title: Building 3D Worlds from Imperfect Data Video: Click here to view a video recording Abstract: Our observations of the world are always incomplete. Images and range sensors capture only fragments of real environments, leaving significant portions of scenes unobserved. At the same time, many applications, ranging […]