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Jul 2026

EgoPlay: Event-Triggered Video Editing for Egocentric Streams

We introduce EgoPlay, an event-triggered video-to-video editor for egocentric streams, obtained by fine-tuning a pretrained V2V diffusion transformer on event-conditioned data built primarily from Ego4D. Given a monocular video and an event-triggered prompt of the form"when X happens, do Y,"EgoPlay infers whether and w...

Jinjie Mai, G. Qian, W. Menapace et al. · 0 citations
Preprint Sep 2026

Automatic Red Teaming for Implicit Vulnerabilities of Text-to-Image Models

Adversarial Probing for Implicit VulnErabilities (AdvPIE), a multimodal agentic framework to expose implicit vulnerabilities without requiring access to the parameters of target models, is proposed.

Chang-Sha Ma, Junlin Han, Shuo Chen et al. · 0 citations

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