Let's Take a Look at TokenFlow's Ablation Study | HackerNoonTokenFlow is crucial for achieving temporal consistency in video editing, outperforming attention mechanisms alone.
Discussing TokenFlow: A Clear and Simple Explanation | HackerNoonNew framework for text-driven video editing shows significant improvement in temporal consistency.The method can't handle structural edits well, leading to visual artifacts.
FlowVid: Taming Imperfect Optical Flows: Webpage Demo and Quantitative Comparisons | HackerNoonTokenFlow performs well in video prompt alignment and temporal consistency, although it sometimes fails to modify videos significantly from their original input.