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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- 24 April 2025
- MELODI: Exploring Memory Compression for Long Contexts
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- 22 April 2025
- Societal and technological progress as sewing an ever-growing, ever-changing, patchy, and polychrome quilt
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- 8 April 2025
- TxGemma: Efficient and Agentic LLMs for Therapeutics
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- 1 April 2025
- Effective Kernel Fuzzing with Learned White-box Test Mutators
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- 28 March 2025
- QuestBench: Can LLMs ask the right question to acquire information in reasoning tasks?
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- 24 March 2025
- Gensors: Authoring Personalized Visual Sensors with Multimodal Foundation Models and Reasoning
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- 11 March 2025
- Gemini Embedding: Generalizable Embeddings from Gemini
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- 10 March 2025
- TIPS: Text-Image Pretraining with Spatial awareness
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- 5 March 2025
- KiVA: Kid-Inspired Visual Analogies for Testing Large Multimodal Models
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- 27 February 2025
- HCI for AGI
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- 26 February 2025
- Partition Tree Weighting for Non-Stationary Stochastic Bandits
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- 20 February 2025
- Delta Variances
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- 12 February 2025
- Poly-Autoregressive Prediction for Interaction Modeling
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- 11 February 2025
- Scaling Pre-training to One Hundred Billion Data for Vision Language Models
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- 6 February 2025
- Automated Discovery of Interpretable Cognitive Programs underlying Reward-guided behavior
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- 2 February 2025
- Decoding-based Regression
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- 22 January 2025
- MONA: Myopic Optimization with Non-myopic Approval Can Mitigate Multi-step Reward Hacking
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- 22 January 2025
- Are vision-language models shape or texture biased and can we steer them?
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- 17 January 2025
- Evolving Deeper LLM Thinking
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- 8 January 2025
- Foundations of Algorithmic Thermodynamics
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- 31 December 2024
- Exposing Limitations of Language Model Agents in Sequential-Task Compositions on the Web
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- 26 December 2024
- A theory of appropriateness with applications to generative artificial intelligence
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- 23 December 2024
- Deliberation in Latent Space via Differentiable Cache Augmentation
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- 10 December 2024
- Machine Unlearning Doesn’t Do What You Think: Lessons for Generative AI Policy, Research, and Practice
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- 10 December 2024
- What type of inference is planning?
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- 6 December 2024
- Exponential Speedups by Rerooting Levin Tree Search
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- 4 December 2024
- Mastering Board Games by External and Internal Planning with Language Models
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- 26 November 2024
- How Well Do Large Language Models Perform Latent Multi-Hop Reasoning without Exploiting Shortcuts?
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- 22 November 2024
- Understanding LLM Embeddings for Regression
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- 18 October 2024
- AI can help humans find common ground in democratic deliberation