{"total":65,"rows":[{"id":"2403.05135","title":"ELLA: Equip Diffusion Models with LLM for Enhanced Semantic Alignment","created":"2024-03-08","cited_by_count":475,"area":"diffusion"},{"id":"2307.10816","title":"BoxDiff: Text-to-Image Synthesis with Training-Free Box-Constrained Diffusion","created":"2023-07-20","cited_by_count":282,"area":"diffusion"},{"id":"2402.03290","title":"InstanceDiffusion: Instance-level Control for Image Generation","created":"2024-02-05","cited_by_count":175,"area":"diffusion"},{"id":"2306.05427","title":"Grounded Text-to-Image Synthesis with Attention Refocusing","created":"2023-06-08","cited_by_count":164,"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":"2311.16090","title":"Self-correcting LLM-controlled Diffusion Models","created":"2023-11-27","cited_by_count":113,"area":"diffusion"},{"id":"2309.17444","title":"LLM-grounded Video Diffusion Models","created":"2023-09-29","cited_by_count":83,"area":"diffusion"},{"id":"2311.17002","title":"Ranni: Taming Text-to-Image Diffusion for Accurate Instruction Following","created":"2023-11-28","cited_by_count":77,"area":"diffusion"},{"id":"2311.12631","title":"GPT4Motion: Scripting Physical Motions in Text-to-Video Generation via Blender-Oriented GPT Planning","created":"2023-11-21","cited_by_count":61,"area":"diffusion"},{"id":"2412.03859","title":"CreatiLayout: Siamese Multimodal Diffusion Transformer for Creative Layout-to-Image Generation","created":"2024-12-05","cited_by_count":60,"area":"diffusion"},{"id":"2310.10640","title":"LLM Blueprint: Enabling Text-to-Image Generation with Complex and Detailed Prompts","created":"2023-10-16","cited_by_count":54,"area":"diffusion"},{"id":"2406.10210","title":"Make It Count: Text-to-Image Generation with an Accurate Number of Objects","created":"2024-06-14","cited_by_count":47,"area":"diffusion"},{"id":"2406.11831","title":"Exploring the Role of Large Language Models in Prompt Encoding for Diffusion Models","created":"2024-06-17","cited_by_count":45,"area":"diffusion"},{"id":"2311.14284","title":"Paragraph-to-Image Generation with Information-Enriched Diffusion Model","created":"2023-11-24","cited_by_count":39,"area":"diffusion"},{"id":"2411.16602","title":"Chat2SVG: Vector Graphics Generation with Large Language Models and Image Diffusion Models","created":"2024-11-25","cited_by_count":38,"area":"diffusion"},{"id":"2405.21066","title":"Mixed Diffusion for 3D Indoor Scene Synthesis","created":"2024-05-31","cited_by_count":32,"area":"diffusion"},{"id":"2510.13678","title":"FlashWorld: High-quality 3D Scene Generation within Seconds","created":"2025-10-15","cited_by_count":32,"area":"diffusion"},{"id":"2411.18810","title":"All Seeds Are Not Equal: Enhancing Compositional Text-to-Image Generation with Reliable Random Seeds","created":"2024-11-27","cited_by_count":31,"area":"diffusion"},{"id":"2410.22376","title":"Rare-to-Frequent: Unlocking Compositional Generation Power of Diffusion Models on Rare Concepts with LLM Guidance","created":"2024-10-29","cited_by_count":30,"area":"diffusion"},{"id":"2506.01949","title":"IMAGHarmony: Controllable Image Editing with Consistent Object Quantity and Layout","created":"2025-06-02","cited_by_count":28,"area":"diffusion"},{"id":"2410.20474","title":"GrounDiT: Grounding Diffusion Transformers via Noisy Patch Transplantation","created":"2024-10-27","cited_by_count":24,"area":"diffusion"},{"id":"2505.05474","title":"3D Scene Generation: A Survey","created":"2025-05-08","cited_by_count":24,"area":"diffusion"},{"id":"2505.02648","title":"MCCD: Multi-Agent Collaboration-based Compositional Diffusion for Complex Text-to-Image Generation","created":"2025-05-05","cited_by_count":23,"area":"diffusion"},{"id":"2403.18187","title":"LayoutFlow: Flow Matching for Layout Generation","created":"2024-03-27","cited_by_count":21,"area":"diffusion"},{"id":"2406.06465","title":"AID: Adapting Image2Video Diffusion Models for Instruction-guided Video Prediction","created":"2024-06-10","cited_by_count":21,"area":"diffusion"},{"id":"2409.18336","title":"DeBaRA: Denoising-Based 3D Room Arrangement Generation","created":"2024-09-26","cited_by_count":20,"area":"diffusion"},{"id":"2311.15813","title":"FlowZero: Zero-Shot Text-to-Video Synthesis with LLM-Driven Dynamic Scene Syntax","created":"2023-11-27","cited_by_count":19,"area":"diffusion"},{"id":"2312.05039","title":"SmartMask: Context Aware High-Fidelity Mask Generation for Fine-grained Object Insertion and Layout Control","created":"2023-12-08","cited_by_count":18,"area":"diffusion"},{"id":"2402.12908","title":"RealCompo: Balancing Realism and Compositionality Improves Text-to-Image Diffusion Models","created":"2024-02-20","cited_by_count":18,"area":"diffusion"},{"id":"2408.14819","title":"Build-A-Scene: Interactive 3D Layout Control for Diffusion-Based Image Generation","created":"2024-08-27","cited_by_count":18,"area":"diffusion"},{"id":"2409.00558","title":"Compositional 3D-aware Video Generation with LLM Director","created":"2024-08-31","cited_by_count":18,"area":"diffusion"},{"id":"2501.07647","title":"BlobGEN-Vid: Compositional Text-to-Video Generation with Blob Video Representations","created":"2025-01-13","cited_by_count":15,"area":"diffusion"},{"id":"2312.08768","title":"Local Conditional Controlling for Text-to-Image Diffusion Models","created":"2023-12-14","cited_by_count":13,"area":"diffusion"},{"id":"2402.12741","title":"MuLan: Multimodal-LLM Agent for Progressive and Interactive Multi-Object Diffusion","created":"2024-02-20","cited_by_count":11,"area":"diffusion"},{"id":"2406.20077","title":"HouseCrafter: Lifting Floorplans to 3D Scenes with 2D Diffusion Model","created":"2024-06-28","cited_by_count":9,"area":"diffusion"},{"id":"2410.20972","title":"Attention Overlap Is Responsible for The Entity Missing Problem in Text-to-image Diffusion Models!","created":"2024-10-28","cited_by_count":9,"area":"diffusion"},{"id":"2411.17041","title":"Free$^2$Guide: Training-Free Text-to-Video Alignment using Image LVLM","created":"2024-11-26","cited_by_count":9,"area":"diffusion"},{"id":"2412.13195","title":"CoMPaSS: Enhancing Spatial Understanding in Text-to-Image Diffusion Models","created":"2024-12-17","cited_by_count":7,"area":"diffusion"},{"id":"2503.16406","title":"VerbDiff: Text-Only Diffusion Models with Enhanced Interaction Awareness","created":"2025-03-20","cited_by_count":7,"area":"diffusion"},{"id":"2505.01104","title":"VSC: Visual Search Compositional Text-to-Image Diffusion Model","created":"2025-05-02","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":"2408.13858","title":"Draw Like an Artist: Complex Scene Generation with Diffusion Model via Composition, Painting, and Retouching","created":"2024-08-25","cited_by_count":6,"area":"diffusion"},{"id":"2508.18597","title":"SemLayoutDiff: Semantic Layout Generation with Diffusion Model for Indoor Scene Synthesis","created":"2025-08-26","cited_by_count":6,"area":"diffusion"},{"id":"2602.22785","title":"SceneTransporter: Optimal Transport-Guided Compositional Latent Diffusion for Single-Image Structured 3D Scene Generation","created":"2026-02-26","cited_by_count":6,"area":"diffusion"},{"id":"2603.05769","title":"Layer-wise Instance Binding for Regional and Occlusion Control in Text-to-Image Diffusion Transformers","created":"2026-03-06","cited_by_count":5,"area":"diffusion"},{"id":"2603.26661","title":"GaussianGPT: Towards Autoregressive 3D Gaussian Scene Generation","created":"2026-03-27","cited_by_count":5,"area":"diffusion"},{"id":"2406.20085","title":"Auto Cherry-Picker: Learning from High-quality Generative Data Driven by Language","created":"2024-06-28","cited_by_count":4,"area":"diffusion"},{"id":"2503.10037","title":"Role Bias in Diffusion Models: Diagnosing and Mitigating through Intermediate Decomposition","created":"2025-03-13","cited_by_count":4,"area":"diffusion"},{"id":"2504.08111","title":"POEM: Precise Object-level Editing via MLLM control","created":"2025-04-10","cited_by_count":4,"area":"diffusion"},{"id":"2508.16644","title":"CountLoop: Training-Free High-Instance Image Generation via Iterative Agent Guidance","created":"2025-08-18","cited_by_count":4,"area":"diffusion"},{"id":"2406.04337","title":"Coherent Zero-Shot Visual Instruction Generation","created":"2024-06-06","cited_by_count":3,"area":"diffusion"},{"id":"2409.15259","title":"StarVid: Enhancing Semantic Alignment in Video Diffusion Models via Spatial and SynTactic Guided Attention Refocusing","created":"2024-09-23","cited_by_count":3,"area":"diffusion"},{"id":"2412.09614","title":"RAVEL: Rare Concept Generation and Editing via Graph-driven Relational Guidance","created":"2024-12-12","cited_by_count":3,"area":"diffusion"},{"id":"2509.26231","title":"IMG: Calibrating Diffusion Models via Implicit Multimodal Guidance","created":"2025-09-30","cited_by_count":3,"area":"diffusion"},{"id":"2509.26644","title":"Stitch: Training-Free Position Control in Multimodal Diffusion Transformers","created":"2025-09-30","cited_by_count":3,"area":"diffusion"},{"id":"2407.12579","title":"The Fabrication of Reality and Fantasy: Scene Generation with LLM-Assisted Prompt Interpretation","created":"2024-07-17","cited_by_count":2,"area":"diffusion"},{"id":"2311.18654","title":"Detailed Human-Centric Text Description-Driven Large Scene Synthesis","created":"2023-11-30","cited_by_count":1,"area":"diffusion"},{"id":"2410.06841","title":"Boosting Few-Shot Detection with Large Language Models and Layout-to-Image Synthesis","created":"2024-10-09","cited_by_count":1,"area":"diffusion"},{"id":"2503.02595","title":"StageDesigner: Artistic Stage Generation for Scenography via Theater Scripts","created":"2025-03-04","cited_by_count":1,"area":"diffusion"},{"id":"2504.13745","title":"ESPLoRA: Enhanced Spatial Precision with Low-Rank Adaption in Text-to-Image Diffusion Models for High-Definition Synthesis","created":"2025-04-18","cited_by_count":1,"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":"2609.13006","title":"Physics-Aware Video Generation via Agentic Planning and Graph-Guided Optimization","created":"2026-07-16","cited_by_count":1,"area":"diffusion"},{"id":"2603.19157","title":"ADAPT: Attention Driven Adaptive Prompt Scheduling and InTerpolating Orthogonal Complements for Rare Concepts Generation","created":"2026-03-19","cited_by_count":0,"area":"diffusion"},{"id":"2604.09850","title":"Training-Free Object-Background Compositional T2I via Dynamic Spatial Guidance and Multi-Path Pruning","created":"2026-04-10","cited_by_count":0,"area":"diffusion"},{"id":"2607.10879","title":"3D Scene Graph Prediction: Generating Hierarchical Models from Partially Observed Environments","created":"2026-07-12","cited_by_count":0,"area":"diffusion"}],"next_cursor":null}