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Preprint Aug 2026

Bridging Event Streams and DiT: Event-Guided Video Frame Interpolation

This work proposes an adapter-based framework that incorporates event-derived cues into a pre-trained image-to-video diffusion model with minimal architectural changes and consistently outperforms existing state-of-the-art approaches.

Guixu Lin, Yuyang Yu, Xiang Ji et al. · 0 citations