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How TokenFlow Works: A Look At Our Methodby@kinetograph

How TokenFlow Works: A Look At Our Method

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Too Long; Didn't Read

Take a peek at how TokenFlow works and the method we used.
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Abstract and 1. Introduction

2 Related Work

3 Preliminaries

4 Method

4.1 Key Sample and Joint Editing

5 Results

5.1 Qualitative Evaluation and 5.2 Quantitative Evaluation

5.3 Ablation Study

6 Discussion

7 Acknowledgement and References

A Implementation Details

4 METHOD


Figure 6: Comparison. We compare our method against Tune-A-Video (TAV, Wu et al. (2022)), PnPDiffusion (Tumanyan et al., 2023) applied per frame, Gen-1 (Esser et al., 2023), Text2Video-Zero (Khachatryan et al., 2023a) and Fate-Zero (Qi et al., 2023). We refer the reader to our supplementary material for full-video comparisons.



This paper is available on arxiv under CC BY 4.0 DEED DEED license.

Authors:

(1) Michal Geyer, Weizmann Institute of Science and Indicates equal contribution;

(2) Omer Bar-Tal, Weizmann Institute of Science and Indicates equal contribution;

(3) Shai Bagon, Weizmann Institute of Science;

(4) Tali Dekel, Weizmann Institute of Science.