{"total":99,"rows":[{"id":"2503.07598","title":"VACE: All-in-One Video Creation and Editing","created":"2025-03-10","cited_by_count":479,"area":"diffusion"},{"id":"2307.09481","title":"AnyDoor: Zero-shot Object-level Image Customization","created":"2023-07-18","cited_by_count":412,"area":"diffusion"},{"id":"2309.06380","title":"InstaFlow: One Step is Enough for High-Quality Diffusion-Based Text-to-Image Generation","created":"2023-09-12","cited_by_count":395,"area":"diffusion"},{"id":"2409.11340","title":"OmniGen: Unified Image Generation","created":"2024-09-17","cited_by_count":394,"area":"diffusion"},{"id":"2411.15098","title":"OminiControl: Minimal and Universal Control for Diffusion Transformer","created":"2024-11-22","cited_by_count":340,"area":"diffusion"},{"id":"2308.14469","title":"Pixel-Aware Stable Diffusion for Realistic Image Super-resolution and Personalized Stylization","created":"2023-08-28","cited_by_count":254,"area":"diffusion"},{"id":"2402.17525","title":"Diffusion Model-Based Image Editing: A Survey","created":"2024-02-27","cited_by_count":212,"area":"diffusion"},{"id":"2408.06070","title":"ControlNeXt: Powerful and Efficient Control for Image and Video Generation","created":"2024-08-12","cited_by_count":159,"area":"diffusion"},{"id":"2404.07987","title":"ControlNet++: Improving Conditional Controls with Efficient Consistency Feedback","created":"2024-04-11","cited_by_count":154,"area":"diffusion"},{"id":"2403.04279","title":"Controllable Generation with Text-to-Image Diffusion Models: A Survey","created":"2024-03-07","cited_by_count":83,"area":"diffusion"},{"id":"2404.09967","title":"Ctrl-Adapter: An Efficient and Versatile Framework for Adapting Diverse Controls to Any Diffusion Model","created":"2024-04-15","cited_by_count":66,"area":"diffusion"},{"id":"2306.04542","title":"On the Design Fundamentals of Diffusion Models: A Survey","created":"2023-06-07","cited_by_count":60,"area":"diffusion"},{"id":"2406.09750","title":"ControlVAR: Exploring Controllable Visual Autoregressive Modeling","created":"2024-06-14","cited_by_count":58,"area":"diffusion"},{"id":"2503.08280","title":"OminiControl2: Efficient Conditioning for Diffusion Transformers","created":"2025-03-11","cited_by_count":57,"area":"diffusion"},{"id":"2410.00086","title":"ACE: All-round Creator and Editor Following Instructions via Diffusion Transformer","created":"2024-09-30","cited_by_count":56,"area":"diffusion"},{"id":"2402.05195","title":"$\\lambda$-ECLIPSE: Multi-Concept Personalized Text-to-Image Diffusion Models by Leveraging CLIP Latent Space","created":"2024-02-07","cited_by_count":51,"area":"diffusion"},{"id":"2312.04410","title":"Smooth Diffusion: Crafting Smooth Latent Spaces in Diffusion Models","created":"2023-12-07","cited_by_count":49,"area":"diffusion"},{"id":"2403.00644","title":"Diff-Plugin: Revitalizing Details for Diffusion-based Low-level Tasks","created":"2024-03-01","cited_by_count":48,"area":"diffusion"},{"id":"2410.02705","title":"ControlAR: Controllable Image Generation with Autoregressive Models","created":"2024-10-03","cited_by_count":48,"area":"diffusion"},{"id":"2411.16318","title":"One Diffusion to Generate Them All","created":"2024-11-25","cited_by_count":41,"area":"diffusion"},{"id":"2502.17157","title":"DICEPTION: A Generalist Diffusion Model for Visual Perceptual Tasks","created":"2025-02-24","cited_by_count":39,"area":"diffusion"},{"id":"2312.11392","title":"SCEdit: Efficient and Controllable Image Diffusion Generation via Skip Connection Editing","created":"2023-12-18","cited_by_count":37,"area":"diffusion"},{"id":"2505.19114","title":"CreatiDesign: A Unified Multi-Conditional Diffusion Transformer for Creative Graphic Design","created":"2025-05-25","cited_by_count":36,"area":"diffusion"},{"id":"2502.06805","title":"Efficient Diffusion Models: A Survey","created":"2025-02-03","cited_by_count":35,"area":"diffusion"},{"id":"2312.06573","title":"ControlNet-XS: Rethinking the Control of Text-to-Image Diffusion Models as Feedback-Control Systems","created":"2023-12-11","cited_by_count":30,"area":"diffusion"},{"id":"2407.02252","title":"GlyphDraw2: Automatic Generation of Complex Glyph Posters with Diffusion Models and Large Language Models","created":"2024-07-02","cited_by_count":29,"area":"diffusion"},{"id":"2409.19365","title":"Conditional Image Synthesis with Diffusion Models: A Survey","created":"2024-09-28","cited_by_count":29,"area":"diffusion"},{"id":"2503.09277","title":"UniCombine: Unified Multi-Conditional Combination with Diffusion Transformer","created":"2025-03-12","cited_by_count":26,"area":"diffusion"},{"id":"2308.13142","title":"A Survey of Diffusion Based Image Generation Models: Issues and Their Solutions","created":"2023-08-25","cited_by_count":25,"area":"diffusion"},{"id":"2411.07126","title":"Edify Image: High-Quality Image Generation with Pixel Space Laplacian Diffusion Models","created":"2024-11-11","cited_by_count":23,"area":"diffusion"},{"id":"2410.15027","title":"Group Diffusion Transformers are Unsupervised Multitask Learners","created":"2024-10-19","cited_by_count":22,"area":"diffusion"},{"id":"2410.09400","title":"CtrLoRA: An Extensible and Efficient Framework for Controllable Image Generation","created":"2024-10-12","cited_by_count":21,"area":"diffusion"},{"id":"2411.11505","title":"LaVin-DiT: Large Vision Diffusion Transformer","created":"2024-11-18","cited_by_count":21,"area":"diffusion"},{"id":"2406.18958","title":"AnyControl: Create Your Artwork with Versatile Control on Text-to-Image Generation","created":"2024-06-27","cited_by_count":20,"area":"diffusion"},{"id":"2503.12652","title":"UniVG: A Generalist Diffusion Model for Unified Image Generation and Editing","created":"2025-03-16","cited_by_count":19,"area":"diffusion"},{"id":"2502.14377","title":"RelaCtrl: Relevance-Guided Efficient Control for Diffusion Transformers","created":"2025-02-20","cited_by_count":18,"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":"2312.17250","title":"iFusion: Inverting Diffusion for Pose-Free Reconstruction from Sparse Views","created":"2023-12-28","cited_by_count":14,"area":"diffusion"},{"id":"2406.01561","title":"Guided Score identity Distillation for Data-Free One-Step Text-to-Image Generation","created":"2024-06-03","cited_by_count":13,"area":"diffusion"},{"id":"2503.11122","title":"DriveGEN: Generalized and Robust 3D Detection in Driving via Controllable Text-to-Image Diffusion Generation","created":"2025-03-14","cited_by_count":13,"area":"diffusion"},{"id":"2507.02857","title":"AnyI2V: Animating Any Conditional Image with Motion Control","created":"2025-07-03","cited_by_count":11,"area":"diffusion"},{"id":"2312.01408","title":"Improving In-Context Learning in Diffusion Models with Visual Context-Modulated Prompts","created":"2023-12-03","cited_by_count":10,"area":"diffusion"},{"id":"2410.16646","title":"TopoDiffusionNet: A Topology-aware Diffusion Model","created":"2024-10-22","cited_by_count":10,"area":"diffusion"},{"id":"2502.14779","title":"DC-ControlNet: Decoupling Inter- and Intra-Element Conditions in Image Generation with Diffusion Models","created":"2025-02-20","cited_by_count":10,"area":"diffusion"},{"id":"2506.00596","title":"Seg2Any: Open-set Segmentation-Mask-to-Image Generation with Precise Shape and Semantic Control","created":"2025-05-31","cited_by_count":10,"area":"diffusion"},{"id":"2506.04158","title":"Image Editing As Programs with Diffusion Models","created":"2025-06-04","cited_by_count":10,"area":"diffusion"},{"id":"2311.18435","title":"Layered Rendering Diffusion Model for Controllable Zero-Shot Image Synthesis","created":"2023-11-30","cited_by_count":9,"area":"diffusion"},{"id":"2312.06971","title":"CCM: Adding Conditional Controls to Text-to-Image Consistency Models","created":"2023-12-12","cited_by_count":9,"area":"diffusion"},{"id":"2404.05595","title":"UniFL: Improve Latent Diffusion Model via Unified Feedback Learning","created":"2024-04-08","cited_by_count":9,"area":"diffusion"},{"id":"2404.09977","title":"MaxFusion: Plug&Play Multi-Modal Generation in Text-to-Image Diffusion Models","created":"2024-04-15","cited_by_count":9,"area":"diffusion"},{"id":"2412.08948","title":"Mojito: Motion Trajectory and Intensity Control for Video Generation","created":"2024-12-12","cited_by_count":9,"area":"diffusion"},{"id":"2412.18928","title":"UNIC-Adapter: Unified Image-instruction Adapter with Multi-modal Transformer for Image Generation","created":"2024-12-25","cited_by_count":9,"area":"diffusion"},{"id":"2504.13226","title":"Image Editing with Diffusion Models: A Survey","created":"2025-04-17","cited_by_count":8,"area":"diffusion"},{"id":"2410.01595","title":"KnobGen: Controlling the Sophistication of Artwork in Sketch-Based Diffusion Models","created":"2024-10-02","cited_by_count":7,"area":"diffusion"},{"id":"2503.06684","title":"PixelPonder: Dynamic Patch Adaptation for Enhanced Multi-Conditional Text-to-Image Generation","created":"2025-03-09","cited_by_count":7,"area":"diffusion"},{"id":"2507.23620","title":"DivControl: Knowledge Diversion for Controllable Image Generation","created":"2025-07-31","cited_by_count":7,"area":"diffusion"},{"id":"2512.16625","title":"DeContext as Defense: Safe Image Editing in Diffusion Transformers","created":"2025-12-18","cited_by_count":7,"area":"diffusion"},{"id":"2503.15868","title":"UniCoRN: Latent Diffusion-based Unified Controllable Image Restoration Network across Multiple Degradations","created":"2025-03-20","cited_by_count":6,"area":"diffusion"},{"id":"2404.05607","title":"MarkPlugger: Generalizable Watermark Framework for Latent Diffusion Models without Retraining","created":"2024-04-08","cited_by_count":5,"area":"diffusion"},{"id":"2405.04834","title":"FlexEControl: Flexible and Efficient Multimodal Control for Text-to-Image Generation","created":"2024-05-08","cited_by_count":5,"area":"diffusion"},{"id":"2505.12274","title":"Context-Aware Autoregressive Models for Multi-Conditional Image Generation","created":"2025-05-18","cited_by_count":5,"area":"diffusion"},{"id":"2511.21691","title":"Canvas-to-Image: Compositional Image Generation with Multimodal Controls","created":"2025-11-26","cited_by_count":5,"area":"diffusion"},{"id":"2407.09672","title":"Mixed-View Panorama Synthesis using Geospatially Guided Diffusion","created":"2024-07-12","cited_by_count":4,"area":"diffusion"},{"id":"2410.00307","title":"RadGazeGen: Radiomics and Gaze-guided Medical Image Generation using Diffusion Models","created":"2024-10-01","cited_by_count":4,"area":"diffusion"},{"id":"2504.04532","title":"BrainMRDiff: A Diffusion Model for Anatomically Consistent Brain MRI Synthesis","created":"2025-04-06","cited_by_count":4,"area":"diffusion"},{"id":"2506.01758","title":"Many-for-Many: Unify the Training of Multiple Video and Image Generation and Manipulation Tasks","created":"2025-06-02","cited_by_count":4,"area":"diffusion"},{"id":"2511.19965","title":"HiCoGen: Hierarchical Compositional Text-to-Image Generation in Diffusion Models via Reinforcement Learning","created":"2025-11-25","cited_by_count":4,"area":"diffusion"},{"id":"2409.06355","title":"DiffQRCoder: Diffusion-based Aesthetic QR Code Generation with Scanning Robustness Guided Iterative Refinement","created":"2024-09-10","cited_by_count":3,"area":"diffusion"},{"id":"2412.03255","title":"DynamicControl: Adaptive Condition Selection for Improved Text-to-Image Generation","created":"2024-12-04","cited_by_count":3,"area":"diffusion"},{"id":"2505.14167","title":"LMP: Leveraging Motion Prior in Zero-Shot Video Generation with Diffusion Transformer","created":"2025-05-20","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":"2511.05219","title":"FreeControl: Efficient, Training-Free Structural Control via One-Step Attention Extraction","created":"2025-11-07","cited_by_count":3,"area":"diffusion"},{"id":"2605.00658","title":"UniVidX: A Unified Multimodal Framework for Versatile Video Generation via Diffusion Priors","created":"2026-05-01","cited_by_count":3,"area":"diffusion"},{"id":"2606.20971","title":"UNITY: Attention Flow Networks for Adaptive Conditioning in Diffusion","created":"2026-06-18","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":"2505.23675","title":"ImmunoDiff: A Diffusion Model for Immunotherapy Response Prediction in Lung Cancer","created":"2025-05-29","cited_by_count":2,"area":"diffusion"},{"id":"2506.01672","title":"Minimal Impact ControlNet: Advancing Multi-ControlNet Integration","created":"2025-06-02","cited_by_count":2,"area":"diffusion"},{"id":"2507.02713","title":"UniMC: Taming Diffusion Transformer for Unified Keypoint-Guided Multi-Class Image Generation","created":"2025-07-03","cited_by_count":2,"area":"diffusion"},{"id":"2509.07530","title":"Universal Few-Shot Spatial Control for Diffusion Models","created":"2025-09-09","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":"2412.05619","title":"Do We Need to Design Specific Diffusion Models for Different Tasks? Try ONE-PIC","created":"2024-12-07","cited_by_count":1,"area":"diffusion"},{"id":"2502.10451","title":"FlexControl: Computation-Aware ControlNet with Differentiable Router for Text-to-Image Generation","created":"2025-02-11","cited_by_count":1,"area":"diffusion"},{"id":"2507.02321","title":"Heeding the Inner Voice: Aligning ControlNet Training via Intermediate Features Feedback","created":"2025-07-03","cited_by_count":1,"area":"diffusion"},{"id":"2507.19071","title":"Cross-Subject Mind Decoding from Inaccurate Representations","created":"2025-07-25","cited_by_count":1,"area":"diffusion"},{"id":"2605.28067","title":"BlazeEdit: Generalist Image Editing on Mobile Devices with Image-to-Image Diffusion Models","created":"2026-05-27","cited_by_count":1,"area":"diffusion"},{"id":"2608.15705","title":"PixelControl: Fine-Grained Condition Fidelity in Text-to-Image Diffusion","created":"2026-08-16","cited_by_count":1,"area":"diffusion"},{"id":"2610.01496","title":"SALD: Self-Referenced Advantage Learning for Diffusion Models","created":"2026-10-01","cited_by_count":1,"area":"diffusion"},{"id":"2411.15199","title":"Input-Adaptive Generative Dynamics in Diffusion Models","created":"2024-11-19","cited_by_count":0,"area":"diffusion"},{"id":"2503.04050","title":"Underlying Semantic Diffusion for Effective and Efficient In-Context Learning","created":"2025-03-06","cited_by_count":0,"area":"diffusion"},{"id":"2506.06826","title":"Controllable Coupled Image Generation via Diffusion Models","created":"2025-06-07","cited_by_count":0,"area":"diffusion"},{"id":"2508.09575","title":"Dual Recursive Feedback on Generation and Appearance Latents for Pose-Robust Text-to-Image Diffusion","created":"2025-08-13","cited_by_count":0,"area":"diffusion"},{"id":"2509.21938","title":"SemanticControl: A Training-Free Approach for Handling Loosely Aligned Visual Conditions in ControlNet","created":"2025-09-26","cited_by_count":0,"area":"diffusion"},{"id":"2510.05610","title":"Efficient Conditional Generation on Scale-based Visual Autoregressive Models","created":"2025-10-07","cited_by_count":0,"area":"diffusion"},{"id":"2511.07806","title":"PC-Diffusion: Aligning Diffusion Models with Human Preferences via Preference Classifier","created":"2025-11-11","cited_by_count":0,"area":"diffusion"},{"id":"2512.07062","title":"$\\mathrm{D}^\\mathrm{3}$-Predictor: Noise-Free Deterministic Diffusion for Dense Prediction","created":"2025-12-08","cited_by_count":0,"area":"diffusion"},{"id":"2512.21788","title":"InstructMoLE: Instruction-Guided Mixture of Low-rank Experts for Multi-Conditional Image Generation","created":"2025-12-25","cited_by_count":0,"area":"diffusion"},{"id":"2606.30332","title":"UniGP: Taming Diffusion Transformer for Prior-Preserved Unified Generation and Perception","created":"2026-06-29","cited_by_count":0,"area":"diffusion"},{"id":"2608.15583","title":"PoseAdapter: Dual-Stream 2.5D Controllable Image Generation for Complex Multi-Object Scenes","created":"2026-08-16","cited_by_count":0,"area":"diffusion"},{"id":"2610.17829","title":"QK-Edit: Revisiting Attention-based Injection in MM-DiT for Image and Video Editing","created":"2026-10-13","cited_by_count":0,"area":"diffusion"}],"next_cursor":null}