Raphaël Millière

2 accepted papers

2026

A Very Big Video Reasoning Suite

Maijunxian Wang, Ruisi Wang, Juyi Lin, Ran Ji, Thaddäus Wiedemer, Qingying Gao +49

ICML 2026poster

Video reasoning grounds intelligence in spatiotemporally consistent visual environments that go beyond what text can naturally capture, enabling intuitive reasoning over motion, interaction, and causality. Rapid progress in video models has focused primarily on visual quality. Systematically studyin…

Cited by 18 Source ↗Scholar ↗

2025

How Do Transformers Learn Variable Binding in Symbolic Programs?

Yiwei Wu, Atticus Geiger, Raphaël Millière

ICML 2025poster

Variable binding---the ability to associate variables with values---is fundamental to symbolic computation and cognition. Although classical architectures typically implement variable binding via addressable memory, it is not well understood how modern neural networks lacking built-in binding operat…

Cited by 0 Source ↗PDF ↗Scholar ↗