{"total":32,"rows":[{"id":"2301.07093","title":"GLIGEN: Open-Set Grounded Text-to-Image Generation","created":"2023-01-17","cited_by_count":781,"area":"diffusion"},{"id":"2503.20853","title":"Unified Multimodal Discrete Diffusion","created":"2025-03-26","cited_by_count":49,"area":"diffusion"},{"id":"2410.08184","title":"Scaling Laws For Diffusion Transformers","created":"2024-10-10","cited_by_count":44,"area":"diffusion"},{"id":"2312.03626","title":"TokenCompose: Text-to-Image Diffusion with Token-level Supervision","created":"2023-12-06","cited_by_count":40,"area":"diffusion"},{"id":"2405.16785","title":"PromptFix: You Prompt and We Fix the Photo","created":"2024-05-27","cited_by_count":40,"area":"diffusion"},{"id":"2308.09991","title":"AltDiffusion: A Multilingual Text-to-Image Diffusion Model","created":"2023-08-19","cited_by_count":30,"area":"diffusion"},{"id":"2405.15321","title":"SG-Adapter: Enhancing Text-to-Image Generation with Scene Graph Guidance","created":"2024-05-24","cited_by_count":20,"area":"diffusion"},{"id":"2508.14461","title":"Ouroboros: Single-step Diffusion Models for Cycle-consistent Forward and Inverse Rendering","created":"2025-08-20","cited_by_count":16,"area":"diffusion"},{"id":"2512.11715","title":"EditMGT: Unleashing Potentials of Masked Generative Transformers in Image Editing","created":"2025-12-12","cited_by_count":12,"area":"diffusion"},{"id":"2309.04965","title":"Prefix-diffusion: A Lightweight Diffusion Model for Diverse Image Captioning","created":"2023-09-10","cited_by_count":7,"area":"diffusion"},{"id":"2501.00437","title":"Unleashing Text-to-Image Diffusion Prior for Zero-Shot Image Captioning","created":"2024-12-31","cited_by_count":7,"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":"2412.06089","title":"GraPE: A Generate-Plan-Edit Framework for Compositional T2I Synthesis","created":"2024-12-08","cited_by_count":4,"area":"diffusion"},{"id":"2308.09306","title":"DiffDis: Empowering Generative Diffusion Model with Cross-Modal Discrimination Capability","created":"2023-08-18","cited_by_count":3,"area":"diffusion"},{"id":"2308.09599","title":"Language-Guided Diffusion Model for Visual Grounding","created":"2023-08-18","cited_by_count":3,"area":"diffusion"},{"id":"2503.12213","title":"STAY Diffusion: Styled Layout Diffusion Model for Diverse Layout-to-Image Generation","created":"2025-03-15","cited_by_count":3,"area":"diffusion"},{"id":"2504.21423","title":"Diff-Prompt: Diffusion-Driven Prompt Generator with Mask Supervision","created":"2025-04-30","cited_by_count":3,"area":"diffusion"},{"id":"2512.01975","title":"SGDiff: Scene Graph Guided Diffusion Model for Image Collaborative SegCaptioning","created":"2025-12-01","cited_by_count":3,"area":"diffusion"},{"id":"2501.09194","title":"Grounding Text-to-Image Diffusion Models for Controlled High-Quality Image Generation","created":"2025-01-15","cited_by_count":2,"area":"diffusion"},{"id":"2509.15357","title":"MaskAttn-SDXL: Controllable Region-Level Text-To-Image Generation","created":"2025-09-18","cited_by_count":2,"area":"diffusion"},{"id":"2602.09449","title":"Look-Ahead and Look-Back Flows: Training-Free Image Generation with Trajectory Smoothing","created":"2026-02-10","cited_by_count":2,"area":"diffusion"},{"id":"2606.16408","title":"MUNI: Multimodal Unified Latent Diffusion for Coherent Any-to-Any Generation","created":"2026-06-15","cited_by_count":2,"area":"diffusion"},{"id":"2301.10172","title":"MTTN: Multi-Pair Text to Text Narratives for Prompt Generation","created":"2023-01-21","cited_by_count":1,"area":"diffusion"},{"id":"2411.16128","title":"CIA: Controllable Image Augmentation Framework Based on Stable Diffusion","created":"2024-11-25","cited_by_count":1,"area":"diffusion"},{"id":"2502.05415","title":"UniCMs: A Unified Consistency Model For Efficient Multimodal Generation and Understanding","created":"2025-02-08","cited_by_count":1,"area":"diffusion"},{"id":"2510.20093","title":"StableSketcher: Enhancing Diffusion Model for Pixel-based Sketch Generation via Visual Question Answering Feedback","created":"2025-10-23","cited_by_count":1,"area":"diffusion"},{"id":"2510.26799","title":"Masked Diffusion Captioning for Visual Feature Learning","created":"2025-10-30","cited_by_count":1,"area":"diffusion"},{"id":"2604.25358","title":"Benchmarking Layout-Guided Diffusion Models through Unified Semantic-Spatial Evaluation in Closed and Open Settings","created":"2026-04-28","cited_by_count":0,"area":"diffusion"},{"id":"2605.25191","title":"Injecting Image Guidance into Text-Conditioned Diffusion Models at Inference","created":"2026-05-24","cited_by_count":0,"area":"diffusion"},{"id":"2606.20924","title":"ELDiff: When Evidential Learning Meets Text-to-Image Diffusion","created":"2026-06-18","cited_by_count":0,"area":"diffusion"},{"id":"2608.16100","title":"TISC: A Text-Driven Image Semantic Communication System for Faithful Reconstruction","created":"2026-08-17","cited_by_count":0,"area":"diffusion"},{"id":"2610.00483","title":"PixelDense: Dense Prediction as Representation Alignment for Pixel Diffusion","created":"2026-09-30","cited_by_count":0,"area":"diffusion"}],"next_cursor":null}