Publications
Explore a selection of our recent research on some of the most complex and interesting challenges in AI.
259 publications
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- 10 April 2024
- Learning Agile Soccer Skills for a Bipedal Robot with Deep Reinforcement Learning
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- 5 April 2024
- Biomolecular dynamics with machine-learned quantum-mechanical force fields trained on diverse chemical fragments
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- 29 March 2024
- Gecko: Versatile Text Embeddings Distilled from Large Language Models
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- 28 March 2024
- Learning from One Continuous Video Stream
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- 27 March 2024
- Few-Shot Recalibration of Language Models
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- 27 March 2024
- Long-form factuality in large language models
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- 21 March 2024
- Evaluating Frontier Models for Dangerous Capabilities
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- 19 March 2024
- DiPaCo: Distributed Path Composition
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- 11 March 2024
- Understanding Learning from Human Preferences
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- 11 March 2024
- Robust Exploration via Clustering-based Density Estimation
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- 11 March 2024
- Prosody for Intuitive Robotic Interface Design: It's Not What You Said, It's How You Said It
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- 11 March 2024
- Demonstration-Regularized RL
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- 11 March 2024
- Model-free Posterior Sampling via Learning Rate Randomization
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- 4 March 2024
- AtP*: Efficient and scalable methods for localizing LLM behaviour to components
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- 2 March 2024
- How aligned are different alignment metrics?
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- 1 March 2024
- Approximating the Core of Cooperative Games
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- 1 March 2024
- Towards Practical Reinforcement Learning for Tokamak Magnetic Control
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- 29 February 2024
- Self-supervised video pretraining yields strong image representations
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- 29 February 2024
- Bad Students Make Great Teachers: Active Learning Accelerates Large Scale Visual Understanding
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- 27 February 2024
- Set Learning for Accurate and Calibrated Models
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- 26 February 2024
- Intriguing Properties of Generative Classifers
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- 26 February 2024
- A density estimation perspective on learning from pairwise human preferences
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- 26 February 2024
- Frozen Feature Augmentation
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- 25 February 2024
- Learning a Fourier Transform for Linear Relative Positional Encodings in Transformers
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- 24 February 2024
- On Limitations of the Transformer Architecture
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- 23 February 2024
- Genie: Generative Interactive Environments
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- 23 February 2024
- AlphaTensor for Optimizing Quantum Computations
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- 22 February 2024
- OmniPred: Language Models as Universal Regressors
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- 22 February 2024
- When Scaling Meets LLM Finetuning: The Effect of Data, Model and Finetuning Method
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- 20 February 2024
- The Next 700 ML-Enabled Compiler Optimizations