On the Stepwise Nature of Self-Supervised Learning
This blogpost discusses the stepwise behavior observed in self-supervised learning, presenting a mathematical model that describes the training process of large-scale SSL methods and demonstrating its applicability in realistic settings.
Minetester: A fully open RL environment built on Minetest
An overview of a fully open RL environment built on Minetest and preliminary work
Accurately analyzing large scale qualitative data
Utilizing advanced techniques for precise assessment of extensive qualitative data sets
Modular visual question answering via code generation
The blogpost discusses how the CodeVQA framework uses program synthesis to improve accuracy on visual question answering tasks. It introduces three visual functions and evaluates the framework on various datasets, showing consistent improvement over a baseline few-shot VQA method.
International Conference on Machine Learning (ICML) 2023
Apple-sponsored workshops and events at the International Conference on Machine Learning (ICML) 2023 in Honolulu, Hawai'i.
The Executive’s Guide to Data, Analytics and AI Transformation, Part 6: Allocate, monitor and optimize costs
A multi-part series providing key insights and tactics for Senior Executives leading data and AI transformation initiatives, focusing on cost allocation, monitoring, and optimization.
Learning the language of molecules to predict their properties
An AI system predicts molecular properties with limited data, accelerating drug discovery and material development.
Modular visual question answering via code generation
The blogpost discusses a modular visual question answering framework called CodeVQA that uses code generation to answer visual questions using program synthesis, improving accuracy on complex reasoning tasks and outperforming prior few-shot methods.
Association for Computational Linguistics (ACL) 2023
Apple-sponsored workshops and events at the Association for Computational Linguistics (ACL) 2023 conference in Toronto, Canada.
Why I chose Duolingo: Jackie Lee, AI Research Scientist
A firsthand account from Jackie Lee, an AI Research Scientist, on why she chose to work at Duolingo.
How NVIDIA Omniverse bolsters AI with synthetic data
Discover how NVIDIA Omniverse enhances AI by leveraging synthetic data for training perception models.
Frontier AI regulation: Managing emerging risks to public safety
Navigating regulatory challenges in the realm of AI to safeguard public safety