Research
Publications
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Research
How AlphaChip transformed computer chip design
Our AI method has accelerated and optimized chip design, and its superhuman chip layouts are used in hardware around the world.
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Research
Our latest advances in robot dexterity
Two new AI systems, ALOHA Unleashed and DemoStart, help robots learn to perform complex tasks that require dexterous movement
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Research
AlphaProteo generates novel proteins for biology and health research
New AI system designs proteins that successfully bind to target molecules, with potential for advancing drug design, disease understanding and more.
Publications
Explore a selection of our recent research on some of the most complex and interesting challenges in AI.
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- Date
- Title
- Michelangelo: Long Context Evaluations Beyond Haystacks via Latent Structure Queries
- Authors
- Kiran Vodrahalli, Santiago Ontanon, Nilesh Tripuraneni, Kelvin Xu, Sanil Jain, Rakesh Shivanna, Jeffrey Hui, Nishanth Dikkala, Mehran Kazemi, Bahar Fatemi, Rohan Anil, Ethan Dyer, Siamak Shakeri, Roopali Vij, Harsh Mehta, Vinay Ramasesh, Quoc Le, Ed Chi, Yifeng Lu, Orhan Firat, Angeliki Lazaridou, Jean-Baptiste Lespiau, Nithya Attaluri, Kate Olszewska
- Venue
- arXiv
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- Date
- Title
- The Vizier Gaussian Process Bandit Algorithm
- Authors
- Xingyou Song, Qiuyi Zhang, Chansoo Lee, Emily Fertig, Tzu-Kuo Huang, Lior Belenki, Greg Kochanski, Setareh Ariafar, Srinivas Vasudevan, Sagi Perel, Daniel Golovin
- Venue
- arXiv
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- Date
- Title
- The Probabilities Also Matter: A More Faithful Metric for Faithfulness of Free-Text Explanations in Large Language Models
- Authors
- Noah Y. Siegel, Oana-Maria Camburu, Nicolas Heess, Maria Perez-Ortiz
- Venue
- ACL 2024
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- Date
- Title
- Achieving Human Level Competitive Robot Table Tennis
- Authors
- David B. D'Ambrosio, Saminda Abeyruwan, Laura Graesser, Atil Iscen, Heni Ben Amor, Alex Bewley, Barney J. Reed, Krista Reymann, Leila Takayama, Yuval Tassa, Krzysztof Choromanski, Erwin Coumans, Deepali Jain, Navdeep Jaitly, Natasha Jaques, Satoshi Kataoka, Yuheng Kuang, Nevena Lazic, Reza Mahjourian, Sherry Moore, Kenneth Oslund, Anish Shankar, Vikas Sindhwani, Vincent Vanhoucke, Grace Vesom, Peng Xu, and Pannag R. Sanketi
- Venue
- arXiv
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- Date
- Title
- Pre-trained Gaussian processes for Bayesian optimization
- Authors
- Zi Wang, George E. Dahl, Kevin Swersky, Chansoo Lee, Zachary Nado, Justin Gilmer, Jasper Snoek, Zoubin Ghahramani
- Venue
- JMLR
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- Date
- Title
- Levels of AGI for Operationalizing Progress on the Path to AGI
- Authors
- Meredith Ringel Morris, Jascha Sohl-dickstein, Noah Fiedel, Tris Warkentin, Allan Dafoe, Aleksandra Faust, Clement Farbaret, Shane Legg
- Venue
- ICML 2024
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- Date
- Title
- Neural Climate Data Compression
- Authors
- Piotr Mirowski, David Warde-Farley, Mihaela Rosca , Matthew Koichi Grimes , Yana Hasson, Hyunjik Kim, Mélanie Rey, Simon Osindero, Suman Ravuri and Shakir Mohamed
- Venue
- arXiv
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- Date
- Title
- Language models, like humans, show content effects on reasoning tasks
- Authors
- Andrew K Lampinen*, Ishita Dasgupta*, Stephanie C Y Chan, Hannah R Sheahan, Antonia Creswell, Dharshan Kumaran, James L McClelland, Felix Hill (*equal contribution)
- Venue
- PNAS Nexus
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- Date
- Title
- Bayes' Rays: uncertainty quantification for neural radiance fields
- Authors
- Lily Goli, Cody Reading, Silvia Sellan, Alec Jacobson, Andrea Tagliasacchi
- Venue
- CVPR 2024
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- Date
- Title
- Neural Fields as Distributions: Signal Processing Beyond Euclidean Space
- Authors
- Daniel Rebain, Soroosh Yazdani, Kwang Moo Yi, Andrea Tagliasacchi
- Venue
- CVPR 2024
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- Date
- Title
- Mirasol3B: A Multimodal Autoregressive Model for Time-Aligned and Contextual Modalities
- Authors
- AJ Piergiovanni, Isaac Noble, Dahun Kim, Michael S. Ryoo, Victor Gomes, Anelia Angelova
- Venue
- CVPR 2024
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- Date
- Title
- Don't trust your eyes: on the (un)reliability of feature visualizations
- Authors
- Robert Geirhos, Roland S. Zimmermann*, Blair Bilodeau*, Wieland Brendel*, Been Kim
- Venue
- ICML 2024
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- Date
- Title
- A Robot Walks into a Bar: Can Language Models Serve as Creativity Support Tools for Comedy? An Evaluation of LLMs' Humour Alignment with Comedians
- Authors
- Piotr Mirowski, Juliette Love, Kory Mathewson, Shakir Mohamed
- Venue
- FAccT 2024
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- Date
- Title
- An Introduction to Universal Artificial Intelligence
- Authors
- Marcus Hutter, David Quarel, Elliot Catt
- Venue
- Chapman and Hall/CRC
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- Date
- Title
- Super-Exponential Regret for UCT, AlphaGo and Variants
- Authors
- Laurent Orseau, Remi Munos
- Venue
- arXiv
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- Date
- Title
- Deep SE(3)-Equivariant Geometric Reasoning for Precise Placement Tasks
- Authors
- Ben Eisner*, Jon Scholz, Todor Davchev, Yi Yang, Mel Vecerik
- Venue
- ICLR 2024
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- Date
- Title
- Language Modeling Is Compression
- Authors
- Grégoire Delétang, Anian Ruoss, Paul-Ambroise Duquenne*, Elliot Catt, Tim Genewein, cmattern , Matthew Aitchison, Laurent Orseau, Marcus Hutter, Joel Veness
- Venue
- ICLR 2024
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- Date
- Title
- From Sparse to Soft Mixture of Experts
- Authors
- Joan Puigcerver, Neil Houlsby, Basil Mustafa
- Venue
- ICLR 2024
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- Date
- Title
- Privacy Amplification by Sampling for the Matrix Mechanism.
- Authors
- Christopher A. Choquette-Choo, Arun Ganesh, Thomas Steinke, Abhradeep Thakurta
- Venue
- ICLR 2024
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- Date
- Title
- CORRELATED NOISE PROVABLY BEATS INDEPENDENT NOISE FOR DIFFERENTIALLY PRIVATE LEARNING
- Authors
- Christopher A. Choquette-Choo, Krishnamurthy Dvijotham, Krishna Pillutla, Arun Ganesh, Thomas Steinke, Abhradeep Thakurta
- Venue
- ICLR 2024
Open Research roles
A career at Google DeepMind offers the opportunity to work closely with some of the best minds within the scientific community and beyond. We’re looking for people from all backgrounds who want to make a real, positive impact on the world.
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Research Scientist, General Agents - Toronto, Canada
Research
Toronto, Canada
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Research Scientist, Multimodal LLMs
Research
Mountain View, California, US
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Research Scientist, Multi-Agent Artificial General Intelligence
Research
London, UK
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Research Scientist, Language
Research
Bangalore, India
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Research Scientist, Mint Team, Mountain View, CA or San Francisco, CA
Research
Mountain View, California, US