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Author

Marcus Rohrbach

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Preprint Sep 2026

Reasoning with Image Generation

Across six diverse visual reasoning tasks including multi-view spatial reasoning and collision prediction, ReImaGin consistently outperforms both text-only reasoning and specialist vision-tool baselines, with gains of up to 25\%, demonstrating the advantage of flexible, generative visual reasoning.

Nishad Singhi, H. P. Rodriguez, Aditya Arora et al. · 0 citations
Preprint Sep 2026

From Visual Cues to Spoken Narration: Rethinking Audio Description

Cue2Narrate is proposed, a two-stage pipeline that jointly predicts what and when to narrate in longer untrimmed movie clips and establishes the first benchmark for multi-segment AD generation on long-form clips.

Akshita Gupta, Aditya Arora, Federico Tombari et al. · 1 citation

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