{"total":24,"rows":[{"id":"2305.10855","title":"TextDiffuser: Diffusion Models as Text Painters","created":"2023-05-18","cited_by_count":229,"area":"diffusion"},{"id":"2303.08137","title":"LayoutDM: Discrete Diffusion Model for Controllable Layout Generation","created":"2023-03-14","cited_by_count":143,"area":"diffusion"},{"id":"2311.16465","title":"TextDiffuser-2: Unleashing the Power of Language Models for Text Rendering","created":"2023-11-28","cited_by_count":140,"area":"diffusion"},{"id":"2208.13753","title":"Frido: Feature Pyramid Diffusion for Complex Scene Image Synthesis","created":"2022-08-29","cited_by_count":75,"area":"diffusion"},{"id":"2405.00915","title":"EchoScene: Indoor Scene Generation via Information Echo over Scene Graph Diffusion","created":"2024-05-02","cited_by_count":67,"area":"diffusion"},{"id":"2305.02567","title":"LayoutDM: Transformer-based Diffusion Model for Layout Generation","created":"2023-05-04","cited_by_count":57,"area":"diffusion"},{"id":"2305.16283","title":"CommonScenes: Generating Commonsense 3D Indoor Scenes with Scene Graph Diffusion","created":"2023-05-25","cited_by_count":54,"area":"diffusion"},{"id":"2303.05049","title":"Unifying Layout Generation with a Decoupled Diffusion Model","created":"2023-03-09","cited_by_count":41,"area":"diffusion"},{"id":"2303.11589","title":"LayoutDiffusion: Improving Graphic Layout Generation by Discrete Diffusion Probabilistic Models","created":"2023-03-21","cited_by_count":41,"area":"diffusion"},{"id":"2306.09086","title":"Relation-Aware Diffusion Model for Controllable Poster Layout Generation","created":"2023-06-15","cited_by_count":37,"area":"diffusion"},{"id":"2402.04754","title":"Towards Aligned Layout Generation via Diffusion Model with Aesthetic Constraints","created":"2024-02-07","cited_by_count":26,"area":"diffusion"},{"id":"2301.11529","title":"PLay: Parametrically Conditioned Layout Generation using Latent Diffusion","created":"2023-01-27","cited_by_count":24,"area":"diffusion"},{"id":"2403.18187","title":"LayoutFlow: Flow Matching for Layout Generation","created":"2024-03-27","cited_by_count":21,"area":"diffusion"},{"id":"2303.03755","title":"DLT: Conditioned layout generation with Joint Discrete-Continuous Diffusion Layout Transformer","created":"2023-03-07","cited_by_count":20,"area":"diffusion"},{"id":"2312.08822","title":"Planning and Rendering: Towards Product Poster Generation with Diffusion Models","created":"2023-12-14","cited_by_count":16,"area":"diffusion"},{"id":"2409.16689","title":"Layout-Corrector: Alleviating Layout Sticking Phenomenon in Discrete Diffusion Model","created":"2024-09-25","cited_by_count":7,"area":"diffusion"},{"id":"2505.04718","title":"Lay-Your-Scene: Natural Scene Layout Generation with Diffusion Transformers","created":"2025-05-07","cited_by_count":7,"area":"diffusion"},{"id":"2409.03106","title":"Spatial Diffusion for Cell Layout Generation","created":"2024-09-04","cited_by_count":5,"area":"diffusion"},{"id":"2401.01130","title":"Joint Generative Modeling of Grounded Scene Graphs and Images via Diffusion Models","created":"2024-01-02","cited_by_count":4,"area":"diffusion"},{"id":"2405.13045","title":"CoLay: Controllable Layout Generation through Multi-conditional Latent Diffusion","created":"2024-05-18","cited_by_count":3,"area":"diffusion"},{"id":"2409.17049","title":"From Geometric Mimicry to Comprehensive Generation: A Context-Informed Multimodal Diffusion Model for Urban Morphology Synthesis","created":"2024-09-25","cited_by_count":3,"area":"diffusion"},{"id":"2511.06888","title":"A Two-Stage System for Layout-Controlled Image Generation using Large Language Models and Diffusion Models","created":"2025-11-10","cited_by_count":1,"area":"diffusion"},{"id":"2412.00381","title":"DogLayout: Denoising Diffusion GAN for Discrete and Continuous Layout Generation","created":"2024-11-30","cited_by_count":0,"area":"diffusion"},{"id":"2512.08897","title":"UniLayDiff: A Unified Diffusion Transformer for Content-Aware Layout Generation","created":"2025-12-09","cited_by_count":0,"area":"diffusion"}],"next_cursor":null}