conftrace_

layout-to-image generation

13 papers

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Co-occurring keywords

diffusion model (3751) image synthesis (603) object detection (2762) cycle-consistent learning (5) scene generation (72) controllable generation (226) generative model (2892) attention mechanism (4001) regional cross-attention (1) siamese network (293)

Papers

FreLay: Frequency-aware Energy Function for Training-free Layout-to-Image Generation AAAI 2026
EchoGen: Cycle-Consistent Learning for Unified Layout-Image Generation and Understanding AAAI 2026
DC-ControlNet: Decoupling Inter- and Intra-Element Conditions in Image Generation with Diffusion Models ICCV 2025
Cycle-Consistent Learning for Joint Layout-to-Image Generation and Object Detection ICCV 2025
FICGen: Frequency-Inspired Contextual Disentanglement for Layout-driven Degraded Image Generation ICCV 2025
CreatiLayout: Siamese Multimodal Diffusion Transformer for Creative Layout-to-Image Generation ICCV 2025
Rethinking The Training And Evaluation of Rich-Context Layout-to-Image Generation NIPS 2024
SSMG: Spatial-Semantic Map Guided Diffusion Model for Free-Form Layout-to-Image Generation AAAI 2024
HiCo: Hierarchical Controllable Diffusion Model for Layout-to-image Generation NIPS 2024
LayoutDiffusion: Controllable Diffusion Model for Layout-to-Image Generation CVPR 2023
Modeling Image Composition for Complex Scene Generation CVPR 2022
Object-Centric Image Generation from Layouts AAAI 2021
Image Generation From Layout CVPR 2019