Publications
Explore a selection of our recent research on some of the most complex and interesting challenges in AI.
240 publications
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- 30 October 2023
- Population-based Evaluation in Repeated Rock-Paper-Scissors as a Benchmark for Multiagent Reinforcement Learning
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- 26 October 2023
- Generative replay for compositional visual understanding in the prefrontal-hippocampal circuit
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- 20 October 2023
- Scalable Neural Network Kernels
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- 18 October 2023
- Scalable Diffusion for Materials Generation
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- 18 October 2023
- Sociotechnical Safety Evaluation of generative AI systems
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- 9 October 2023
- Learning Interactive Real-World Simulator
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- 9 October 2023
- DyST: Towards Dynamic Neural Scene Representations on Real-World Videos
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- 9 October 2023
- Step-Back Prompting Enables Reasoning via Abstraction in Large Language Models
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- 7 October 2023
- Repelling Random Walks
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- 7 October 2023
- Universal Graph Random Features
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- 5 October 2023
- Assessing LLMs on Climate Information
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- 5 October 2023
- An Impossibility Theorem in Game Dynamics
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- 3 October 2023
- Large Language Models Cannot Self-Correct Reasoning Yet
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- 3 October 2023
- Large Language Models as Analogical Reasoners
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- 2 October 2023
- 3D Neural Embedding Likelihood: Probabilistic Inverse Graphics for Robust 6D Pose Estimation
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- 2 October 2023
- TAPIR: Tracking Any Point with per-frame Initialization and temporal Refinement
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- 23 September 2023
- Theoretical and Practical Perspectives on what Influence Functions Do
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- 21 September 2023
- Tracr: Compiled Transformers as a Laboratory for Interpretability
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- 21 September 2023
- Self-Predictive Universal AI
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- 19 September 2023
- Accurate proteome-wide missense variant effect prediction with AlphaMissense
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- 11 September 2023
- Revisiting Energy Based Models as Policies: Ranking Noise Contrastive Estimation and Interpolating Energy Models
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- 10 September 2023
- Massively Scalable Inverse Reinforcement Learning for Route Optimization
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- 4 September 2023
- Estimating Gibbs free energies via isobaric-isothermal flows
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- 31 August 2023
- Natural Quantum Monte Carlo Computation of Excited States
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- 31 August 2023
- RoboTAP: Tracking Arbitrary Points for Few-Shot Visual Imitation
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- 22 August 2023
- Nevis’22: A Stream of 100 Tasks Sampled from 30 Years of Computer Vision Research
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- 19 August 2023
- Levin Tree Search with Context Models
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- 4 August 2023
- Advances in ML-based sampling for Lattice-QCD
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- 1 August 2023
- Co-Writing Screenplays and Theatre Scripts with Language Models: An Evaluation by Industry Professionals
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- 1 August 2023
- Line Search for Convex Minimization