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Author

Ali Mahdavi-Amiri

2 papers indexed here

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Preprint Sep 2026

Soundwich: Video Generation with Layered and Controllable Audio

Recent joint audio-video generative models can synthesize realistic videos with synchronized sound, but typically generate audio as a single mixed track. This limits source-level control and differs from practical audiovisual workflows, where speech, music, sound effects, and ambient sounds are represented as separate...

Zhuo Ning, AmirHossein Naghi Razlighi, Sagi Polaczek et al. · 0 citations
Preprint Aug 2026

RECOUNT: Reference-guided Counting with Synthetic Visual Exemplars

Text-guided zero-shot object counters excel at spatial localization but categorize poorly on novel or fine-grained classes: natural language is too coarse to fully specify visual identity, so they fail to separate visually similar distractors. Few-shot counters sidestep this with visual exemplars, but require manual an...

A. d'Alessandro, Ali Mahdavi-Amiri, Ghassan Hamarneh · 0 citations

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