{"total":44,"rows":[{"id":"2506.15742","title":"FLUX.1 Kontext: Flow Matching for In-Context Image Generation and Editing in Latent Space","created":"2025-06-17","cited_by_count":1006,"area":"diffusion"},{"id":"2511.22699","title":"Z-Image: An Efficient Image Generation Foundation Model with Single-Stream Diffusion Transformer","created":"2025-11-27","cited_by_count":277,"area":"diffusion"},{"id":"2510.15857","title":"BLIP3o-NEXT: Next Frontier of Native Image Generation","created":"2025-10-17","cited_by_count":54,"area":"diffusion"},{"id":"2505.03329","title":"FLUX-Text: A Simple and Advanced Diffusion Transformer Baseline for Scene Text Editing","created":"2025-05-06","cited_by_count":46,"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":"2602.13344","title":"FireRed-Image-Edit-1.0 Technical Report","created":"2026-02-12","cited_by_count":36,"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":"2508.15772","title":"Visual Autoregressive Modeling for Instruction-Guided Image Editing","created":"2025-08-21","cited_by_count":22,"area":"diffusion"},{"id":"2505.21541","title":"DiffDecompose: Layer-Wise Decomposition of Alpha-Composited Images via Diffusion Transformers","created":"2025-05-24","cited_by_count":20,"area":"diffusion"},{"id":"2510.11000","title":"ContextGen: Contextual Layout Anchoring for Identity-Consistent Multi-Instance Generation","created":"2025-10-13","cited_by_count":18,"area":"diffusion"},{"id":"2512.17253","title":"Mitty: Diffusion-based Human-to-Robot Video Generation","created":"2025-12-19","cited_by_count":14,"area":"diffusion"},{"id":"2602.23783","title":"Diffusion Probe: Generated Image Result Prediction Using CNN Probes","created":"2026-02-27","cited_by_count":14,"area":"diffusion"},{"id":"2511.20520","title":"HBridge: H-Shape Bridging of Heterogeneous Experts for Unified Multimodal Understanding and Generation","created":"2025-11-25","cited_by_count":11,"area":"diffusion"},{"id":"2506.04158","title":"Image Editing As Programs with Diffusion Models","created":"2025-06-04","cited_by_count":10,"area":"diffusion"},{"id":"2508.08098","title":"TBAC-UniImage: Unified Understanding and Generation by Ladder-Side Diffusion Tuning","created":"2025-08-11","cited_by_count":10,"area":"diffusion"},{"id":"2507.05259","title":"Beyond Simple Edits: X-Planner for Complex Instruction-Based Image Editing","created":"2025-07-07","cited_by_count":9,"area":"diffusion"},{"id":"2601.08881","title":"TAG-MoE: Task-Aware Gating for Unified Generative Mixture-of-Experts","created":"2026-01-12","cited_by_count":6,"area":"diffusion"},{"id":"2507.05397","title":"Neural-Driven Image Editing","created":"2025-07-07","cited_by_count":4,"area":"diffusion"},{"id":"2602.14514","title":"Efficient Text-Guided Convolutional Adapter for the Diffusion Model","created":"2026-02-16","cited_by_count":4,"area":"diffusion"},{"id":"2508.02391","title":"Inference-time Scaling for Diffusion-based Audio Super-resolution","created":"2025-08-04","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":"2511.21024","title":"CameraMaster: Unified Camera Semantic-Parameter Control for Photography Retouching","created":"2025-11-26","cited_by_count":3,"area":"diffusion"},{"id":"2606.05172","title":"Is This Edit Correct? A Multi-Dimensional Benchmark for Reasoning-Aware Image Editing","created":"2026-04-16","cited_by_count":3,"area":"diffusion"},{"id":"2607.02220","title":"DetailAnywhere: Fashion Detail Generation via Cross-Modal Feature Alignment Distillation","created":"2026-07-02","cited_by_count":3,"area":"diffusion"},{"id":"2607.19064","title":"Mage-Flow: An Efficient Native-Resolution Foundation Model for Image Generation and Editing","created":"2026-07-21","cited_by_count":3,"area":"diffusion"},{"id":"2511.12207","title":"Mixture of States: Routing Token-Level Dynamics for Multimodal Generation","created":"2025-11-15","cited_by_count":2,"area":"diffusion"},{"id":"2603.13028","title":"Purify Once, Edit Freely: Breaking Image Protections under Model Mismatch","created":"2026-03-13","cited_by_count":2,"area":"diffusion"},{"id":"2607.22101","title":"InnoText: A Unified Model for Visual Text Generation and Editing","created":"2026-07-24","cited_by_count":2,"area":"diffusion"},{"id":"2601.19115","title":"FBSDiff++: Improved Frequency Band Substitution of Diffusion Features for Efficient and Highly Controllable Text-Driven Image-to-Image Translation","created":"2026-01-27","cited_by_count":1,"area":"diffusion"},{"id":"2602.08388","title":"Geometric Image Editing via Effects-Sensitive In-Context Inpainting with Diffusion Transformers","created":"2026-02-09","cited_by_count":1,"area":"diffusion"},{"id":"2602.19254","title":"RegionRoute: Regional Style Transfer with Diffusion Model","created":"2026-02-22","cited_by_count":1,"area":"diffusion"},{"id":"2603.25441","title":"Language-Free Generative Editing from One Visual Example","created":"2026-03-26","cited_by_count":1,"area":"diffusion"},{"id":"2604.10954","title":"FineEdit: Fine-Grained Image Edit with Bounding Box Guidance","created":"2026-04-13","cited_by_count":1,"area":"diffusion"},{"id":"2606.05950","title":"Edit-R2: Context-Aware Reinforcement Learning for Multi-Turn Image Editing","created":"2026-06-04","cited_by_count":1,"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":"2602.05339","title":"Consistency-Preserving Concept Erasure via Unsafe-Safe Pairing and Directional Fisher-weighted Adaptation","created":"2026-02-05","cited_by_count":0,"area":"diffusion"},{"id":"2603.27637","title":"OPRO: Orthogonal Panel-Relative Operators for Panel-Aware In-Context Image Generation","created":"2026-03-29","cited_by_count":0,"area":"diffusion"},{"id":"2603.29591","title":"FlowID : Enhancing Forensic Identification with Latent Flow-Matching Models","created":"2026-03-31","cited_by_count":0,"area":"diffusion"},{"id":"2604.02168","title":"Reflection Generation for Composite Image Using Diffusion Model","created":"2026-04-02","cited_by_count":0,"area":"diffusion"},{"id":"2606.06875","title":"Unified Safe In-context Image Generation in Multimodal Diffusion Transformers via Restricting Unsafe Information Flows","created":"2026-06-05","cited_by_count":0,"area":"diffusion"},{"id":"2607.12539","title":"DiTailed: Ensuring Visual Object Consistency in Text-Image-to-Image Flow Matching Models","created":"2026-07-14","cited_by_count":0,"area":"diffusion"},{"id":"2607.20924","title":"MagicMakeup: A Region-Controllable Diffusion Transformer for High-Fidelity Makeup-Transfer","created":"2026-07-23","cited_by_count":0,"area":"diffusion"},{"id":"2608.24068","title":"Representation Learning in Diffusion and Flow-based Model: An Application Aspect","created":"2026-08-25","cited_by_count":0,"area":"diffusion"},{"id":"2609.25881","title":"Delving into Asymmetric Information Dynamics for High-Fidelity Virtual Try-On","created":"2026-09-22","cited_by_count":0,"area":"diffusion"}],"next_cursor":null}