---
license: apache-2.0
language:
- en
library_name: transformers
pipeline_tag: layout-to-image
---
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# FICGen Model Card

This repo contains the models for our paper [**FICGen: Frequency-Inspired Contextual Disentanglement for Layout-driven Degraded Image Generation (ICCV 2025)**](https://arxiv.org/abs/2509.01107).


## Model details

**Model type:**

We propose a new Frequency-Inspired Contextual Disentanglement Generative (FICGen) paradigm, which seeks to transfer frequency knowledge of degraded images into the latent diffusion space, thereby facilitating the rendering of degraded instances and their surroundings via contextual frequency-aware guidance.

**License:**
Apache 2.0 License

**Where to find inference code:**
https://github.com/fayewong666999/FICGen

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