What Contributes Most to Multimodal Transformer Success?
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The ability to ground language to vision is a fundamental aspect of real-world AI systems; it is useful across a range of…
Game theory as an engine for large-scale data analysis
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EigenGame maps out a new approach to solve fundamental ML problems Modern AI systems approach tasks like recognising objects in images and…
Advancing sports analytics through AI research
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Creating testing environments to help progress AI research out of the lab and into the real world is immensely challenging. Given AI’s…
An update on our racial justice efforts
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In June 2020, after George Floyd was killed in Minneapolis (USA) and the solidarity that followed as millions spoke out at Black…
UC San Diego and Qualcomm Researchers Unleash Natural Program: A Powerful Tool for Effortless Verification of Rigorous Reasoning Chains in Natural Language - An AI Game Changer
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The latest and most incredible advancement in the domain of Artificial Intelligence is the development of Large Language Models (LLMs). The very…
an evaluation suite for multi-agent reinforcement learning
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Technology deployed in the real world inevitably faces unforeseen challenges. These challenges arise because the environment where the technology was developed differs…
Putting the power of AlphaFold into the world’s hands
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In July 2022, we released AlphaFold protein structure predictions for nearly all catalogued proteins known to science. Read the latest blog here….
Enabling high-accuracy protein structure prediction at the proteome scale
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The AlphaFold method Many novel machine learning innovations contribute to AlphaFold’s current level of accuracy. We give a high-level overview of the…
Generally capable agents emerge from open-ended play
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In recent years, artificial intelligence agents have succeeded in a range of complex game environments. For instance, AlphaZero beat world-champion programs in…
Building architectures that can handle the world’s data
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Perceiver and Perceiver IO work as multi-purpose tools for AI Most architectures used by AI systems today are specialists. A 2D residual…