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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- 23 April 2026
- Dynamic Reflections: Probing Video Representations with Text Alignment
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- 10 March 2026
- The Abstraction Fallacy: Why AI Can Simulate But Not Instantiate Consciousness
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- 15 February 2026
- Simplicity and Complexity in Combinatorial Optimization
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- 5 February 2026
- Hybrid neural–cognitive models reveal how memory shapes human reward learning
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- 9 January 2026
- TRecViT: A Recurrent Video Transformer
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- 21 November 2025
- Imitation Learning is Probably Existentially Safe
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- 4 November 2025
- To Mask or to Mirror: Human-AI Alignment in Collective Reasoning
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- 30 October 2025
- A Pragmatic View of AI Personhood
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- 29 September 2025
- AI-Generated Video Detection via Perceptual Straightening
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- 24 September 2025
- Video models are zero-shot learners and reasoners
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- 24 September 2025
- EmbeddingGemma: Powerful and Lightweight Text Representations
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- 4 September 2025
- Improving cosmological reach of LIGO usingDeep Loop Shaping
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- 3 September 2025
- RoboBallet: Planning for Multi-Robot Reaching with Graph Neural Networks and Reinforcement Learning
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- 8 August 2025
- Properties of Algorithmic Information Distance
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- 1 August 2025
- Visual Intention Grounding for Egocentric Assistants
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- 16 July 2025
- Dialogues Between Technologists and the Art Worlds
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- 13 July 2025
- Large Language Models as Rankers, Judges, and Assistants: A Perspective on the Potential Over-Reliance on LLMs in IR
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- 13 July 2025
- SLIM: ONE-SHOT QUANTIZED SPARSE PLUS LOW-RANK APPROXIMATION OF LLMS
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- 13 July 2025
- Long-Form Speech Generation with Spoken Language Models
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- 1 July 2025
- Rethinking Example Selection in the Era of Million-Token Models
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- 26 June 2025
- Performance Prediction for Large Systems via Text-to-Text Regression
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- 23 June 2025
- LIA: Cost-efficient LLM Inference Acceleration with Intel Advanced Matrix Extensions and CXL
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- 20 June 2025
- AuPair: Golden Example Pairs for Code Repair
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- 1 June 2025
- Bridging Algorithmic Information Theory and Machine Learning, Part II: Clustering, Density Estimation, Kolmogorov Complexity-Based Kernels, and Kernel Learning in Unsupervised Learning
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- 1 May 2025
- Proactive Agents for Multi-Turn Text-to-Image Generation Under Uncertainty
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- 29 April 2025
- Prompting with Phonemes: Enhancing LLM Multilinguality for non-Latin Scripts
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- 28 April 2025
- Flow-Lenia: Emergent evolutionary dynamics in mass conservative continuous cellular automata
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- 26 April 2025
- Relaxed Recursive Transformers: Effective Parameter Sharing with Layer-wise LoRA
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- 26 April 2025
- Generative Ghosts: Anticipating Benefits and Risks of AI Afterlives
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- 26 April 2025
- Toward Understanding In-context vs. In-weight Learning