Congrats on achieving ‘accepted paper’.
Som Sagar (Research Assistant at Arizona State University) completed his [ICML] Int'l Conference on Machine Learning presentation in 105.08 seconds. Quite an achievement, given the complexity of the paper! Title: Failures Are Fated, But Can Be Faded: Characterizing and Mitigating Unwanted Behaviors in Large-Scale Vision and Language Models TL;DR The paper introduces a method to identify and address failures in deep neural networks, such as accuracy issues and biases, using deep reinforcement learning. By mapping out failure modes in pre-trained models and incorporating human feedback, the authors demonstrate how to adjust the models to avoid these issues. Paper page: https://buff.ly/3yOP3vy #icml #icml2024 #generativeai #genai #llm