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Zoom-In-To-Check: Boosting Video Interpolation via Instance-Level Discrimination

Zoom-In-To-Check: Boosting Video Interpolation via Instance-Level Discrimination

We propose a light-weight video frame interpolation algorithm. Our key innovation is an instance-level supervision that allows information to be learned from the high-resolution version of similar objects. Our experiment shows that the proposed method can generate state-of-the-art results across different datasets, with fractional computation resources (time and memory) of …