Multi-task learning
Multi-task learning is a machine learning paradigm that simultaneously learns multiple tasks, sharing knowledge across them to improve performance.
Technology & Innovation
Inverse reinforcement learning (IRL)
Inverse reinforcement learning (IRL) is a framework for learning from an agent’s behavior, focusing on inferring the underlying reward function that drives this behavior.
SuperGLUE
SuperGLUE is a benchmark for evaluating natural language understanding systems, designed to push the boundaries of AI capabilities in natural language processing.
Pattie Maes
Pattie Maes is a prominent researcher in the field of artificial intelligence and human-computer interaction, known for her work on various innovative technologies.
Illia Polosukhin
Illia Polosukhin is a prominent figure in the field of artificial intelligence, known for his contributions to machine learning and blockchain technology.
Variational autoencoder (VAE)
Variational autoencoders (VAEs) are generative models that leverage neural networks to learn complex data distributions, enabling effective data generation and representation.
Fashion-MNIST
Fashion-MNIST is a dataset used for training machine learning models, consisting of images of clothing items to aid in image classification tasks.
Jurassic-1 (language model)
Jurassic-1 is a large-scale autoregressive language model developed by AI21 Labs, designed to generate human-like text for a variety of natural language processing tasks. It is notable for its size, architecture, and availability as part of AI21 Labs’ suite of AI tools.
Artificial intelligence in the United States
Artificial intelligence in the United States encompasses the development, research, and application of AI technologies across various sectors, supported by government initiatives, academic research, and private industry. The U.S. has been a leading force in AI innovation, shaping global trends and ethical considerations.
UNICRI Centre for AI and Robotics
The UNICRI Centre for AI and Robotics is a specialized unit within the United Nations Interregional Crime and Justice Research Institute, dedicated to advancing the understanding and responsible use of artificial intelligence and robotics to address crime and security challenges globally.