Author

Fabian Caba Heilbron

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Preprint Oct 2026

Memory-Guided B-Roll Generation from User Video Collections

We introduce an approach for collection-grounded B-roll sequence generation. Given a user's video collection, a directive given in natural language, and a target duration, the goal is to produce a multi-shot sequence that complements the user's primary footage (A-roll) while preserving the collection's characters, sett...

Cusuh Ham, Fabian Caba Heilbron, Josef Sivic et al. · 0 citations

Jul 2026

Controlling Embedding Spaces with Text-Conditioned Transformations

This work proposes a text-conditioned transformation of visual embeddings that makes such attributes explicitly accessible and provides a unified and efficient framework for controlling embedding spaces, demonstrating state-of-the-art performance across both attribute-based retrieval and multi-attribute organization ta...

Joseph Fioresi, Fabian Caba Heilbron, Pankaj Nathani et al. · arXiv.org · 0 citations