Mask In Encoder Images High Quality Grahic
![[2309.04654] Mask-CTC-based Encoder Pre-training for Streaming End-to ...](https://ar5iv.labs.arxiv.org/html/2309.04654/assets/x1.png)
%2C%20known%20for%20its%20superior%20visual%20results%2C%20represents%20a%20promising%20mitigation%20method%20for%20high-cost%20advertising%20applications.%20Numerous%20approaches%20have%20been%20developed%20to%20manipulate%20generated%20content%20under%20different%20conditions.%20However%2C%20a%20crucial%20limitation%20lies%20in%20the%20accurate%20description%20of%20products%20in%20advertising%20applications.%20Applying%20previous%20methods%20directly%20may%20lead%20to%20considerable%20distortion%20and%20deformation%20of%20advertised%20products%2C%20primarily%20due%20to%20oversimplified%20content%20control%20conditions.%20Hence%2C%20in%20this%20work%2C%20we%20propose%20a%20patch-enhanced%20mask%20encoder%20approach%20to%20ensure%20accurate%20product%20descriptions%20while%20preserving%20diverse%20backgrounds.%20Our%20approach%20consists%20of%20three%20components%20Patch%20Flexible%20Visibility%2C%20Mask%20Encoder%20Prompt%20Adapter%20and%20an%20image%20Foundation%20Model.%20Patch%20Flexible%20Visibility%20is%20used%20for%20generating%20a%20more%20reasonable%20background%20image.%20Mask%20Encoder%20Prompt%20Adapter%20enables%20region-controlled%20fusion.%20We%20also%20conduct%20an%20analysis%20of%20the%20structure%20and%20operational%20mechanisms%20of%20the%20Generation%20Module.%20Experimental%20results%20show%20our%20method%20can%20achieve%20the%20highest%20visual%20results%20and%20FID%20scores%20compared%20with%20other%20methods.)
![[2309.04654] Mask-CTC-based Encoder Pre-training for Streaming End-to ...](https://ar5iv.labs.arxiv.org/html/2309.04654/assets/x2.png)
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