Author

Sagie Benaim

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Preprint Oct 2026

SemCam: Semantic Camera Motion Control for Video Generation

Controlling the camera relative to a moving subject in an existing video is challenging: behaviors such as maintaining a frontal view require the camera to adapt to the subject's changing position and orientation, making the desired trajectory difficult to specify in advance. Existing camera-controlled video-to-video m...

Janna Bruner, Omer Talmi, Ianir A. Ideses et al. · 0 citations

Jul 2026

MV-Forcing: Long Multi-View Video Generation via 4D-Grounded Spatio-Temporal Self-Forcing

MV-Forcing, a framework that composes temporal and view-wise autoregression within a single diffusion model by introducing a 4D geometric bridge between sequentially generated views, and closes the train-inference exposure bias gap for both temporal and view-sequential autoregression.

Gal Fiebelman, Hadar Averbuch-Elor, Sagie Benaim · arXiv.org · 1 citation