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cs.CV2024
Beyond FVD: Enhanced Evaluation Metrics for Video Generation Quality
Ge Ya Luo, Gian Mario Favero, Zhi Hao Luo +2
The Fréchet Video Distance (FVD) is a widely adopted metric for evaluating video generation distribution quality. However, its effectiveness relies on critical assumptions. Our ana…
cs.CV2024
Ctrl-V: Higher Fidelity Video Generation with Bounding-Box Controlled Object Motion
Ge Ya Luo, Zhi Hao Luo, Anthony Gosselin +2
Controllable video generation has attracted significant attention, largely due to advances in video diffusion models. In domains such as autonomous driving, it is essential to deve…