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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- 25 December 2023
- GenCast: learning skillful ensemble forecasting of medium-range weather
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- 20 December 2023
- Zero-Shot Metric Depth with a Field-of-View Conditioned Diffusion Model
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- 19 December 2023
- Equivariant MuZero
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- 15 December 2023
- Challenges with unsupervised LLM knowledge discovery
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- 15 December 2023
- Learning Silicon Dopant Transitions in Graphene using Scanning Transmission Electron Microscopy
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- 14 December 2023
- Meta-in-context learning in large language models
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- 12 December 2023
- A Definition of Continual Reinforcement Learning
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- 12 December 2023
- Online RL in Linearly $q^\pi$-Realizable MDPs Is as Easy as in Linear MDPs If You Learn What to Ignore
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- 12 December 2023
- Schema-learning and rebinding as mechanisms of in-context learning and emergence
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- 12 December 2023
- A Simple Recipe for Contrastively Pre-training Video-First Encoders Beyond 16 Frames
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- 12 December 2023
- Rethinking the Role of Token Retrieval in Multi-Vector Retrieval
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- 10 December 2023
- Optimal Preconditioning and Fisher Adaptive Langevin Sampling
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- 10 December 2023
- Passive learning of active causal strategies in agents and language models
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- 10 December 2023
- Feature Likelihood Divergence: Evaluating the Generalization of Generative Models Using Samples
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- 10 December 2023
- Optimization and Evaluation of Fine-grained Jaccard Indexes for Semantic Segmentation
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- 10 December 2023
- Benchmarking Robustness to Adversarial Image Obfuscations
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- 10 December 2023
- Probabilistic Inference in Reinforcement Learning Done Right
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- 10 December 2023
- Towards In-context Scene Understanding
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- 10 December 2023
- Improving neural network representations using human similarity judgments
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- 10 December 2023
- LambdaBeam: Neural Program Search with Higher-Order Functions and Lambdas
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- 9 December 2023
- Distributional Bellman Operators over Mean-embeddings
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- 8 December 2023
- POMRL: No-Regret Learning-to-Plan with IncreasingHorizons
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- 7 December 2023
- Revisiting Dynamic Evaluation:Online Adaptation for LLMs
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- 6 December 2023
- MingOfficial: A Ming Official Career Dataset and a Historical Context-Aware Representation Learning Framework
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- 6 December 2023
- A Benchmark for Reasoning with Spatial Prepositions
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- 6 December 2023
- SEAHORSE: A Multilingual, Multifaceted Dataset for Summarization Evaluation
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- 6 December 2023
- Generative agent-based modeling with actions grounded in physical, social, or digital space using Concordia
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- 5 December 2023
- RoboCat: A Self-Improving Foundation Agent for Robotic Manipulation
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- 5 December 2023
- Gaussian Process Probes (GPP) for Uncertainty-Aware Probing
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- 4 December 2023
- Small batch deep reinforcement learning