NeurIPS best paper awards 2025

6 days ago

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NeurIPS 2025 announced seven groundbreaking papers for Best Paper and Runner-Up awards.
Awards span topics like diffusion model theory, self-supervised RL, attention mechanisms, and benchmarking methodologies.
Key papers include 'Artificial Hivemind' on LM diversity, 'Gated Attention' for LLMs, and '1000 Layer Networks' for self-supervised RL.
Other awarded works explore diffusion model memorization, RL's impact on LLM reasoning, optimal mistake bounds in online learning, and neural scaling laws.
The selection committee comprised leading researchers across ML topics, nominated by program chairs and approved by general chairs.

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