🏢 École Polytechnique Fédérale De Lausanne

Deep learning models learn language structure through next-token prediction, but the data requirements remain unclear. This paper reveals that the effective context window, determining learning capaci…

This paper presents a novel bilevel approach to extend mean-field Langevin dynamics to solve convex optimization problems over signed measures, achieving stronger guarantees and faster convergence rat…

Boosting Vision Transformer robustness against attacks & noisy data, AdaNCA uses Neural Cellular Automata as plug-and-play adaptors between ViT layers, achieving significant accuracy improvement with …