| Abbreviation | Type | Title | Publication | Paper | Code |
|---|---|---|---|---|---|
| ControlNet | layout,(text)->image | Adding Conditional Control to Text-to-Image Diffusion Models | ICCV'2023 | ControlNet | link |
| T2I-Adapter | layout,(text)->image | T2I-Adapter: Learning Adapters to Dig Out More Controllable Ability for Text-to-Image Diffusion Models | AAAI'2024 | T2I-Adapter | link |
| Uni-ControlNet | layout,(text)->image | Uni-ControlNet: All-in-One Control to Text-to-Image Diffusion Models | NIPS'2023 | Uni-ControlNet | link |
| CRS-Diff | layout,(text)->image | CRS-Diff: Controllable Generative Remote Sensing Foundation Modeln | arXiv'2024 | CRS-Diff | link |
| GeoSynth | layout,(text)->image | GeoSynth: Contextually-Aware High-Resolution Satellite Image Synthesis | CVPRW'2024 | GeoSynth | link |
| Ctrl-X | layout,(text)->image | Ctrl-X: Controlling Structure and Appearance for Text-To-Image Generation Without Guidance | arXiv'2024 | Ctrl-X | link |
| Abbreviation | Type | Title | Publication | Paper | Code |
|---|---|---|---|---|---|
| SPADE | mask->image | Semantic Image Synthesis with Spatially-Adaptive Normalization | CVPR'2019 | SPADE | link |
| OASIS | mask->image | You Only Need Adversarial Supervision for Semantic Image Synthesis | ICLR'2021 | OASIS | link |
| SDM | mask->image | Semantic Image Synthesis via Diffusion Models | arXiv'2022 | SDM | link |
| / | mask->image | Mask Conditional Synthetic Satellite Imagery | ICLRW'2023 | paper | link |
| FreestyleNet | mask,text->image | Freestyle Layout-to-Image Synthesis | CVPR'2023 | FreestyleNet | link |
| Changen | mask->image | Scalable Multi-Temporal Remote Sensing Change Data Generation via Simulating Stochastic Change Process | ICCV'2023 | Changen | link |
| Label Freedom | ->image,mask | Label Freedom: Stable Diffusion for Remote Sensing Image Semantic Segmentation Data Generation | BigData'2023 | Label Freedom | / |
| DP-SIMS | mask->image | Unlocking Pre-trained Image Backbones for Semantic Image Synthesis | arXiv'2023 | DP-SIMS | / |
| Dataset Diffusion | text->image,mask | Dataset Diffusion: Diffusion-based Synthetic Dataset Generation for Pixel-Level Semantic Segmentation | NIPS'2023 | Dataset Diffusion | link |
| FreeMask | mask,text->image | FreeMask: Synthetic Images with Dense Annotations Make Stronger Segmentation Models | NIPS'2023 | FreeMask | link |
| ALDM | mask,(text)->image | Adversarial Supervision Makes Layout-to-Image Diffusion Models Thrive | ICLR'2024 | ALDM | link |
| SatSynth | ->image,mask | SatSynth: Augmenting Image-Mask Pairs through Diffusion Models for Aerial Semantic Segmentation | CVPR'2024 | SatSynth | / |
| PLACE | mask,text->image | PLACE: Adaptive Layout-Semantic Fusion for Semantic Image Synthesis | CVPR'2024 | PLACE | link |
| SCP-Diff | mask,text->image | SCP-Diff: Photo-Realistic Semantic Image Synthesis with Spatial-Categorical joint priors | arXiv'2024 | SCP-Diff | link |
| ChangeAnywhere | mask->image | ChangeAnywhere: Sample Generation for Remote Sensing Change Detection via Semantic Latent Diffusion Model | arXiv'2024 | ChangeAnywhere | link |
| Changen2 | mask->image | Changen2: Multi-Temporal Remote Sensing Generative Change Foundation Model | arXiv'2024 | Changen2 | / |
| Abbreviation | Type | Title | Publication | Paper | Code |
|---|---|---|---|---|---|
| ReCo | layout,region caption->image | ReCo: Region-Controlled Text-to-Image Generation | CVPR'2023 | ReCo | link |
| SSMG | layout,region caption->image | SSMG: Spatial-Semantic Map Guided Diffusion Model for Free-Form Layout-to-Image Generation | AAAI'2024 | SSMG | |
| LayoutDiff | layout,instance class->image | LayoutDiffusion: Controllable Diffusion Model for Layout-to-image Generation | CVPR'2023 | LayoutDiff | link |
| LAW-Diffusion | layout,instance class->image | LAW-Diffusion: Complex Scene Generation by Diffusion with Layouts | ICCV'2023 | LAW-Diffusion |
| Abbreviation | Title | Publication | Paper | Code |
|---|
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