Research
Publications
Latest research news
Discover our latest AI breakthroughs and updates from the lab
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Research
TacticAI: an AI assistant for football tactics
As part of our multi-year collaboration with Liverpool FC, we develop a full AI system that can advise coaches on corner kicks
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Research
A generalist AI agent for 3D virtual environments
Introducing SIMA, a Scalable Instructable Multiworld Agent
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Research
AlphaGeometry: An Olympiad-level AI system for geometry
Advancing AI reasoning in mathematics
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
- 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
- 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
- π2vec: Policy Representations with SuccessorFeatures
- Authors
- Gianluca Scarpellini*, Ksenia Konyushkova, Claudio Fantacci, Tom Paine, Yutian Chen, Misha Denil
- 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
- Kalman Filter for Online Classification of Non-Stationary Data
- Authors
- Alexandre Galashov, Michalis Titsias, Jörg Bornschein, Amal Rannen-Triki, Razvan Pascanu, Yee Whye Teh
- 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
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- Date
- Title
- Teach LLMs to Phish: Stealing Private Information from Language Models
- Authors
- Ashwinee Panda, Christopher A. Choquette-Choo, Zhengming Zhang, Yaoqing Yang, Prateek Mittal
- Venue
- ICLR 2024
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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
- 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
- Learning 3D Particle-based Simulators from RGB-D Videos
- Authors
- Will Whitney, Tatiana López, Tobias Pfaff, Yulia Rubanova, Thomas Kipf, Kimberly Stachenfeld, Kelsey Allen
- Venue
- ICLR 2024
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- Date
- Title
- Learning Agile Soccer Skills for a Bipedal Robot with Deep Reinforcement Learning
- Authors
- Tuomas Haarnoja, Ben Moran, Guy Lever, Sandy Huang, Dhruva TB, Jan Humplik, Markus Wulfmeier, Saran Tunyasuvunakool, Noah Siegel, Roland Hafner, Michael Bloesch, Arunkumar Byravan, Leonard Hasenclever, Yuval Tassa, Nathan Batchelor, Federico Casarini, Stefano Saliceti, cgame , Neil Sreendra, Kushal Patel, Marlon Gwira, Andrea Huber, Nicole Hurley, Francesco Nori, Raia Hadsell, Nicolas Heess, Kristian Hartikainen*, Fereshteh Sadeghi*
- Venue
- Science Robotics
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- Date
- Title
- Gecko: Versatile Text Embeddings Distilled from Large Language Models
- Authors
- Jinhyuk Lee, Zhuyun Dai, Xiaoqi Ren, Blair Chen, Daniel Cer, Jeremy Cole, Kai Hui, Michael Boratko, Rajvi Kapadia, Wen Ding, Yi Luan, Karthik Duddu, Gustavo Hernandez Abrego, Weiqiang Shi, Nithi Gupta, Aditya Kusupati, Prateek Jain, Siddhartha Reddy Jonnalagadda, Ming-Wei Chang, Iftekhar Naim
- Venue
- arXiv
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- Date
- Title
- Long-form factuality in large language models
- Authors
- Jerry Wei, Chengrun Yang, Xinying Song, Yifeng Lu, Nathan Hu, Jie Huang, Dustin Tran, Daiyi Peng, Ruibo Liu, Da Huang, Cosmo Du, Quoc V. Le
- Venue
- arXiv
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- Date
- Title
- Few-Shot Recalibration of Language Models
- Authors
- Xiang Lisa Li, Urvashi Khandelwal, Kelvin Guu
- Venue
- arXiv
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- Date
- Title
- DiPaCo: Distributed Path Composition
- Authors
- Arthur Douillard, Qixuan Feng, Andrei A. Rusu, Adhiguna Kuncoro , Yani Donchev , Rachita Chhaparia , Ionel Gog , Marc’Aurelio Ranzato, Jiajun Shen, Arthur Szlam
- Venue
- arXiv
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- Date
- Title
- Demonstration-Regularized RL
- Authors
- Daniil Tiapkin*, Denis Belomestny*, Daniele Calandriello, Éric Moulines*, Alexey Naumov*, Pierre Perrault*, Michal Valko, Pierre Ménard*
- Venue
- ICLR 2024
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- Date
- Title
- Prosody for Intuitive Robotic Interface Design: It's Not What You Said, It's How You Said It
- Authors
- Ellie Sanoubari, Atil Iscen, Leila Takayama, Stefano Saliceti, Corbin Cunningham, Ken Caluwaerts
- Venue
- HRI 2024 Workshop
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- Date
- Title
- Robust Exploration via Clustering-based Density Estimation
- Authors
- Alaa Saade, Steven Kapturowski, Daniele Calandriello, Charles Blundell, Pablo Sprechmann, Leopoldo Sarra*, Oliver Groth, Bilal Piot, Michal Valko
- Venue
- ICLR 2024
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- Date
- Title
- Model-free Posterior Sampling via Learning Rate Randomization
- Authors
- Daniil Tiapkin*, Denis Belomestny*, Daniele Calandriello, Éric Moulines*, Rémi Munos, Alexey Naumov*, Pierre Perrault*, Michal Valko, Pierre Ménard*
- Venue
- NeurIPS 2023
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Impact
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