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Author

Amaury Wei

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Rethinking Object-Centric Representations for Video Dynamics Modeling

Unified Slots (Unified Slots), an unsupervised framework for learning robust and disentangled object-centric representations from videos, is introduced, achieving state-of-the-art performance in unsupervised object-centric video decomposition and tracking.

Amaury Wei, Ismail Nejjar, Olga Fink · 1 citation
Jul 2026

Agentic Root Cause Analysis through Evidence-Grounded Reasoning

AgentRCA is introduced, a zero-shot agentic framework for evidence-grounded root cause analysis that produces transparent reasoning traces that explicitly link observed symptoms to their underlying physical causes and establishes autonomous hypothesis-driven reasoning as a practical foundation for scalable industrial r...

Amaury Wei, Olga Fink · 0 citations

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