Direct Diffusion
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![Direct Diffusion Direct exchange and ring diffusion mechanism.[18] | Download Scientific ...](https://www.researchgate.net/publication/291389724/figure/fig2/AS:11431281211364008@1702389933019/Direct-exchange-and-ring-diffusion-mechanism18.jpg)













![Direct Diffusion [论文评述] CAGenMol: Condition-Aware Diffusion Language Model for Goal ...](https://moonlight-paper-snapshot.s3.ap-northeast-2.amazonaws.com/arxiv/cagenmol-condition-aware-diffusion-language-model-for-goal-directed-molecular-generation-1.png)


![Direct Diffusion Stable Diffusion [4] failure cases (please enlarge figures to see ...](https://www.researchgate.net/publication/368842864/figure/fig4/AS:11431281122823268@1677555389225/Directed-Diffusion-pipeline-overview-Our-pipeline-replaces-the-early-steps-i-i_Q320.jpg)




![Direct Diffusion Directed diffusion [11] | Download Scientific Diagram](https://mavink.com/images/loadingwhitetransparent.gif)














![Direct Diffusion Directed diffusion [11] | Download Scientific Diagram](https://www.researchgate.net/profile/Peter-Bentley-4/publication/220204730/figure/fig2/AS:667611239034890@1536182331476/Directed-diffusion-11_Q320.jpg)



![Direct Diffusion Example depiction of Directed Diffusion [35]. | Download Scientific Diagram](https://www.researchgate.net/profile/Abdul-Wahab-Yakubu/publication/339987122/figure/fig2/AS:870124949098499@1584465362853/Example-depiction-of-Directed-Diffusion-35.png)




































































