{"total":45,"rows":[{"id":"2504.20690","title":"In-Context Edit: Enabling Instructional Image Editing with In-Context Generation in Large Scale Diffusion Transformer","created":"2025-04-29","cited_by_count":204,"area":"diffusion"},{"id":"2510.06308","title":"Lumina-DiMOO: An Omni Diffusion Large Language Model for Multi-Modal Generation and Understanding","created":"2025-10-07","cited_by_count":88,"area":"diffusion"},{"id":"2508.10711","title":"NextStep-1: Toward Autoregressive Image Generation with Continuous Tokens at Scale","created":"2025-08-14","cited_by_count":57,"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":"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":"2509.19244","title":"Lavida-O: Elastic Large Masked Diffusion Models for Unified Multimodal Understanding and Generation","created":"2025-09-23","cited_by_count":15,"area":"diffusion"},{"id":"2606.27377","title":"DanceOPD: On-Policy Generative Field Distillation","created":"2026-06-25","cited_by_count":14,"area":"diffusion"},{"id":"2506.05501","title":"FocusDiff: Advancing Fine-Grained Text-Image Alignment for Autoregressive Visual Generation through RL","created":"2025-06-05","cited_by_count":13,"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":"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":"2502.21291","title":"MIGE: Mutually Enhanced Multimodal Instruction-Based Image Generation and Editing","created":"2025-02-28","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":"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":"2508.14811","title":"Tinker: Diffusion's Gift to 3D--Multi-View Consistent Editing From Sparse Inputs without Per-Scene Optimization","created":"2025-08-20","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":"2511.09611","title":"MMaDA-Parallel: Multimodal Large Diffusion Language Models for Thinking-Aware Editing and Generation","created":"2025-11-12","cited_by_count":8,"area":"diffusion"},{"id":"2512.14008","title":"Sparse-LaViDa: Sparse Multimodal Discrete Diffusion Language Models","created":"2025-12-16","cited_by_count":6,"area":"diffusion"},{"id":"2604.19406","title":"HP-Edit: A Human-Preference Post-Training Framework for Image Editing","created":"2026-04-21","cited_by_count":6,"area":"diffusion"},{"id":"2509.25731","title":"LaTo: Landmark-tokenized Diffusion Transformer for Fine-grained Human Face Editing","created":"2025-09-30","cited_by_count":5,"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":"2512.03046","title":"MagicQuillV2: Precise and Interactive Image Editing with Layered Visual Cues","created":"2025-12-02","cited_by_count":4,"area":"diffusion"},{"id":"2601.08011","title":"TP-Blend: Textual-Prompt Attention Pairing for Precise Object-Style Blending in Diffusion Models","created":"2026-01-12","cited_by_count":4,"area":"diffusion"},{"id":"2603.03143","title":"Edit in 2D, Verify in 3D: Reinforcement Learning for Multi-view Consistent Scene Editing","created":"2026-03-03","cited_by_count":4,"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":"2605.10859","title":"Masked Generative Transformer Is What You Need for Image Editing","created":"2026-05-11","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":"2607.19064","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":"2512.13276","title":"CogniEdit: Dense Gradient Flow Optimization for Fine-Grained Image Editing","created":"2025-12-15","cited_by_count":2,"area":"diffusion"},{"id":"2602.01609","title":"Token Pruning for In-Context Generation in Diffusion Transformers","created":"2026-02-02","cited_by_count":2,"area":"diffusion"},{"id":"2503.06998","title":"SOYO: A Tuning-Free Approach for Video Style Morphing via Style-Adaptive Interpolation in Diffusion Models","created":"2025-03-10","cited_by_count":1,"area":"diffusion"},{"id":"2509.23760","title":"UniAlignment: Semantic Alignment for Unified Image Generation, Understanding, Manipulation and Perception","created":"2025-09-28","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":"2606.01985","title":"MT-EditFlow: Reinforcement Learning for Multi-Turn Image Editing with Flow Matching","created":"2026-06-01","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":"2608.16812","title":"Unlocking the Potential of Image Editing via Concept Scaling and Dense Supervision","created":"2026-08-17","cited_by_count":1,"area":"diffusion"},{"id":"2601.16645","title":"Edge-Aware Image Manipulation via Diffusion Models with a Novel Structure-Preservation Loss","created":"2026-01-23","cited_by_count":0,"area":"diffusion"},{"id":"2602.01805","title":"FlowBypass: Rectified Flow Trajectory Bypass for Training-Free Image Editing","created":"2026-02-02","cited_by_count":0,"area":"diffusion"},{"id":"2604.23763","title":"Edit Where You Mean: Region-Aware Adapter Injection for Mask-Free Local Image Editing","created":"2026-04-26","cited_by_count":0,"area":"diffusion"},{"id":"2607.06136","title":"Tuning-Free Latent Diffusion Models for Ultrahigh-Resolution Image Editing","created":"2026-07-07","cited_by_count":0,"area":"diffusion"},{"id":"2608.29997","title":"Discrete Diffusion Bridges for Spatiotemporally Aligned Image Translation and Generation","created":"2026-08-30","cited_by_count":0,"area":"diffusion"},{"id":"2610.16835","title":"Beyond User-Side Defenses: Image Protection in Open-Weight Diffusion Models","created":"2026-10-12","cited_by_count":0,"area":"diffusion"}],"next_cursor":null}