{"total":79,"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":"2511.20645","title":"PixelDiT: Pixel Diffusion Transformers for Image Generation","created":"2025-11-25","cited_by_count":83,"area":"diffusion"},{"id":"2506.00045","title":"ACE-Step: A Step Towards Music Generation Foundation Model","created":"2025-05-28","cited_by_count":56,"area":"diffusion"},{"id":"2504.13109","title":"UniEdit-Flow: Unleashing Inversion and Editing in the Era of Flow Models","created":"2025-04-17","cited_by_count":39,"area":"diffusion"},{"id":"2503.09151","title":"Reangle-A-Video: 4D Video Generation as Video-to-Video Translation","created":"2025-03-12","cited_by_count":35,"area":"diffusion"},{"id":"2505.23145","title":"FlowAlign: Trajectory-Regularized, Inversion-Free Flow-based Image Editing","created":"2025-05-29","cited_by_count":32,"area":"diffusion"},{"id":"2506.01430","title":"DNAEdit: Direct Noise Alignment for Text-Guided Rectified Flow Editing","created":"2025-06-02","cited_by_count":24,"area":"diffusion"},{"id":"2503.08250","title":"Aligning Text to Image in Diffusion Models is Easier Than You Think","created":"2025-03-11","cited_by_count":22,"area":"diffusion"},{"id":"2605.05204","title":"D-OPSD: On-Policy Self-Distillation for Continuously Tuning Step-Distilled Diffusion Models","created":"2026-05-06","cited_by_count":22,"area":"diffusion"},{"id":"2503.13684","title":"FiVE: A Fine-grained Video Editing Benchmark for Evaluating Emerging Diffusion and Rectified Flow Models","created":"2025-03-17","cited_by_count":16,"area":"diffusion"},{"id":"2507.01496","title":"ReFlex: Text-Guided Editing of Real Images in Rectified Flow via Mid-Step Feature Extraction and Attention Adaptation","created":"2025-07-02","cited_by_count":16,"area":"diffusion"},{"id":"2510.25970","title":"SplitFlow: Flow Decomposition for Inversion-Free Text-to-Image Editing","created":"2025-10-29","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":"2511.12151","title":"FIA-Edit: Frequency-Interactive Attention for Efficient and High-Fidelity Inversion-Free Text-Guided Image Editing","created":"2025-11-15","cited_by_count":8,"area":"diffusion"},{"id":"2509.18602","title":"Training-Free Multi-Style Fusion Through Reference-Based Adaptive Modulation","created":"2025-09-23","cited_by_count":7,"area":"diffusion"},{"id":"2602.18022","title":"Dual-Channel Attention Guidance for Training-Free Image Editing Control in Diffusion Transformers","created":"2026-02-20","cited_by_count":6,"area":"diffusion"},{"id":"2508.02363","title":"Optimal Transport for Rectified Flow Image Editing: Unifying Inversion-Based and Direct Methods","created":"2025-08-04","cited_by_count":5,"area":"diffusion"},{"id":"2508.09131","title":"Training-Free Text-Guided Color Editing with Multi-Modal Diffusion Transformer","created":"2025-08-12","cited_by_count":5,"area":"diffusion"},{"id":"2511.19990","title":"OmniRefiner: Reinforcement-Guided Local Diffusion Refinement","created":"2025-11-25","cited_by_count":5,"area":"diffusion"},{"id":"2602.01089","title":"Differential Vector Erasure: Unified Training-Free Concept Erasure for Flow Matching Models","created":"2026-02-01","cited_by_count":5,"area":"diffusion"},{"id":"2506.20967","title":"DFVEdit: Conditional Delta Flow Vector for Zero-shot Video Editing","created":"2025-06-26","cited_by_count":4,"area":"diffusion"},{"id":"2509.05342","title":"Delta Rectified Flow Sampling for Text-to-Image Editing","created":"2025-09-01","cited_by_count":4,"area":"diffusion"},{"id":"2509.22244","title":"FlashEdit: Decoupling Speed, Structure, and Semantics for Precise Image Editing","created":"2025-09-26","cited_by_count":4,"area":"diffusion"},{"id":"2509.24798","title":"Causal-Adapter: Taming Text-to-Image Diffusion for Faithful Counterfactual Generation","created":"2025-09-29","cited_by_count":4,"area":"diffusion"},{"id":"2509.25845","title":"Training-Free Reward-Guided Image Editing via Trajectory Optimal Control","created":"2025-09-30","cited_by_count":4,"area":"diffusion"},{"id":"2510.14981","title":"Coupled Diffusion Sampling for Training-Free Multi-View Image Editing","created":"2025-10-16","cited_by_count":4,"area":"diffusion"},{"id":"2606.28226","title":"Exposure Bias Can Alleviate Itself via Directional and Frequency Rectification in Flow Matching","created":"2026-06-26","cited_by_count":4,"area":"diffusion"},{"id":"2507.15249","title":"FreeCus: Free Lunch Subject-driven Customization in Diffusion Transformers","created":"2025-07-21","cited_by_count":3,"area":"diffusion"},{"id":"2508.03144","title":"LORE: Latent Optimization for Precise Semantic Control in Rectified Flow-based Image Editing","created":"2025-08-05","cited_by_count":3,"area":"diffusion"},{"id":"2508.10498","title":"TweezeEdit: Consistent and Efficient Image Editing with Path Regularization","created":"2025-08-14","cited_by_count":3,"area":"diffusion"},{"id":"2509.24531","title":"Diffusion Bridge or Flow Matching? A Unifying Framework and Comparative Analysis","created":"2025-09-29","cited_by_count":3,"area":"diffusion"},{"id":"2510.22010","title":"FlowOpt: Fast Optimization Through Whole Flow Processes for Training-Free Editing","created":"2025-10-24","cited_by_count":3,"area":"diffusion"},{"id":"2510.24093","title":"OmniText: A Training-Free Generalist for Controllable Text-Image Manipulation","created":"2025-10-28","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":"2601.16296","title":"Memory-V2V: Memory-Augmented Video-to-Video Diffusion for Consistent Multi-Turn Editing","created":"2026-01-22","cited_by_count":3,"area":"diffusion"},{"id":"2602.20721","title":"CleanStyle: Plug-and-Play Style Conditioning Purification for Text-to-Image Stylization","created":"2026-02-24","cited_by_count":3,"area":"diffusion"},{"id":"2604.01715","title":"SteerFlow: Steering Rectified Flows for Faithful Inversion-Based Image Editing","created":"2026-04-02","cited_by_count":3,"area":"diffusion"},{"id":"2604.08536","title":"RewardFlow: Generate Images by Optimizing What You Reward","created":"2026-04-09","cited_by_count":3,"area":"diffusion"},{"id":"2607.21529","title":"ElasticTTT: Prior-Preserving Test-Time Tuning for Video Editing","created":"2026-07-23","cited_by_count":3,"area":"diffusion"},{"id":"2511.18713","title":"DriveFlow: Rectified Flow Adaptation for Robust 3D Object Detection in Autonomous Driving","created":"2025-11-24","cited_by_count":2,"area":"diffusion"},{"id":"2512.14423","title":"The Devil is in Attention Sharing: Improving Complex Non-rigid Image Editing Faithfulness via Attention Synergy","created":"2025-12-16","cited_by_count":2,"area":"diffusion"},{"id":"2512.16740","title":"Task-Oriented Data Synthesis and Control-Rectify Sampling for Remote Sensing Semantic Segmentation","created":"2025-12-18","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":"2602.11850","title":"Free Lunch for Stabilizing Rectified Flow Inversion","created":"2026-02-12","cited_by_count":2,"area":"diffusion"},{"id":"2603.15478","title":"ViFeEdit: A Video-Free Tuner of Your Video Diffusion Transformer","created":"2026-03-16","cited_by_count":2,"area":"diffusion"},{"id":"2607.14927","title":"TanGO: Training-Free 3D Editing via Tangent-Space Guidance and Optimization","created":"2026-07-16","cited_by_count":2,"area":"diffusion"},{"id":"2511.20307","title":"TReFT: Taming Rectified Flow Models For One-Step Image Translation","created":"2025-11-25","cited_by_count":1,"area":"diffusion"},{"id":"2512.24015","title":"On Exact Editing of Flow-Based Diffusion Models","created":"2025-12-30","cited_by_count":1,"area":"diffusion"},{"id":"2602.19089","title":"Ani3DHuman: Photorealistic 3D Human Animation with Self-guided Stochastic Sampling","created":"2026-02-22","cited_by_count":1,"area":"diffusion"},{"id":"2603.14704","title":"Chain-of-Trajectories: Unlocking the Intrinsic Generative Optimality of Diffusion Models via Graph-Theoretic Planning","created":"2026-03-16","cited_by_count":1,"area":"diffusion"},{"id":"2603.24942","title":"BiFM: Bidirectional Flow Matching for Few-Step Image Editing and Generation","created":"2026-03-26","cited_by_count":1,"area":"diffusion"},{"id":"2603.27520","title":"TokenDial: Continuous Attribute Control for Text-to-Video Generation in Visual Dial Space","created":"2026-03-29","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":"2606.06228","title":"SAM-Flow: Source-Anchored Masked Flow for Training-Free Image Editing","created":"2026-06-04","cited_by_count":1,"area":"diffusion"},{"id":"2608.06231","title":"EmoWorld: A Decoupled Affective Field for Controllable Emotional Video Generation","created":"2026-08-06","cited_by_count":1,"area":"diffusion"},{"id":"2504.04784","title":"Disentangling Instruction Influence in Diffusion Transformers for Parallel Multi-Instruction-Guided Image Editing","created":"2025-04-07","cited_by_count":0,"area":"diffusion"},{"id":"2511.20986","title":"Inversion-Free Style Transfer with Dual Rectified Flows","created":"2025-11-26","cited_by_count":0,"area":"diffusion"},{"id":"2512.04904","title":"ReflexFlow: Rethinking Learning Objective for Exposure Bias Alleviation in Flow Matching","created":"2025-12-04","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":"2603.05761","title":"Score-Guided Proximal Projection: A Unified Geometric Framework for Rectified Flow Editing","created":"2026-03-05","cited_by_count":0,"area":"diffusion"},{"id":"2603.19158","title":"Adaptive Auxiliary Prompt Blending for Target-Faithful Diffusion Generation","created":"2026-03-19","cited_by_count":0,"area":"diffusion"},{"id":"2604.21008","title":"Linear Image Generation by Synthesizing Exposure Brackets","created":"2026-04-22","cited_by_count":0,"area":"diffusion"},{"id":"2605.05975","title":"Physical Fidelity Reconstruction via Improved Consistency-Distilled Flow Matching for Dynamical Systems","created":"2026-05-07","cited_by_count":0,"area":"diffusion"},{"id":"2605.30038","title":"Alignment-Guided Score Matching for Text-to-Image Alignment in Diffusion Models","created":"2026-05-28","cited_by_count":0,"area":"diffusion"},{"id":"2606.03911","title":"Bootstrap Your Generator: Unpaired Visual Editing with Flow Matching","created":"2026-06-02","cited_by_count":0,"area":"diffusion"},{"id":"2606.15389","title":"Timestep Rescheduling in Diffusion Inversion","created":"2026-06-13","cited_by_count":0,"area":"diffusion"},{"id":"2606.20101","title":"RFM-Editing 2: Text-Guided Audio Editing with Rectified Flow Matching and Coarse-to-Fine Diffusion Transformers","created":"2026-06-18","cited_by_count":0,"area":"diffusion"},{"id":"2606.23682","title":"Keep The Essentials: Efficient Reference Conditioned Generation via Token Dropping","created":"2026-06-22","cited_by_count":0,"area":"diffusion"},{"id":"2608.09322","title":"Diffusion Image Editing via Asynchronous Token Decoding","created":"2026-08-10","cited_by_count":0,"area":"diffusion"},{"id":"2608.16424","title":"Joint Flow Matching Enables Continuous Dose-Conditioned Cell Morphing","created":"2026-08-17","cited_by_count":0,"area":"diffusion"},{"id":"2609.32841","title":"Beyond Temporal Smoothing: Spatial Energy Budgets Stabilize One-Step Diffusion Editing","created":"2026-09-26","cited_by_count":0,"area":"diffusion"},{"id":"2609.33202","title":"ReAL: Accelerating Flow Matching through Segment Advancement with Shared Lookahead","created":"2026-09-27","cited_by_count":0,"area":"diffusion"},{"id":"2609.33735","title":"Constrained Edit Fields for Training-Free Flow Editing","created":"2026-09-27","cited_by_count":0,"area":"diffusion"},{"id":"2609.34648","title":"SEmoEdit: Probing and Harnessing the Editability of Pre-trained Speech Flows","created":"2026-09-28","cited_by_count":0,"area":"diffusion"},{"id":"2609.35768","title":"PDMD: Projected Distribution Matching Distillation for Video Diffusion Models","created":"2026-09-28","cited_by_count":0,"area":"diffusion"},{"id":"2609.38636","title":"STEPS: Scene Text Editing with Preserved Style Using Diffusion and Contrastive Style Encoding","created":"2026-09-29","cited_by_count":0,"area":"diffusion"},{"id":"2610.00359","title":"Diffusion Editing with Soft Mask: Pixel Level Redo of Image and Video with Adjustable Strength","created":"2026-09-30","cited_by_count":0,"area":"diffusion"},{"id":"2610.04538","title":"FASTER: Fast Adjoint Stochastic Transport for Endpoint Refinement in Reward-Guided Image Editing","created":"2026-10-03","cited_by_count":0,"area":"diffusion"},{"id":"2610.13072","title":"AV-FlowEdit: Training-Free Prompt-Driven Audio-Visual Editing with Event-Aware Spectral Trajectory Preservation","created":"2026-10-09","cited_by_count":0,"area":"diffusion"}],"next_cursor":null}