{"total":80,"rows":[{"id":"2406.07209","title":"MS-Diffusion: Multi-subject Zero-shot Image Personalization with Layout Guidance","created":"2024-06-11","cited_by_count":144,"area":null},{"id":"2411.04989","title":"SG-I2V: Self-Guided Trajectory Control in Image-to-Video Generation","created":"2024-11-07","cited_by_count":68,"area":null},{"id":"2408.01181","title":"VAR-CLIP: Text-to-Image Generator with Visual Auto-Regressive Modeling","created":"2024-08-02","cited_by_count":42,"area":null},{"id":"2412.05263","title":"Mind the Time: Temporally-Controlled Multi-Event Video Generation","created":"2024-12-06","cited_by_count":40,"area":null},{"id":"2411.06558","title":"Region-Aware Text-to-Image Generation via Hard Binding and Soft Refinement","created":"2024-11-10","cited_by_count":37,"area":null},{"id":"2502.18364","title":"ART: Anonymous Region Transformer for Variable Multi-Layer Transparent Image Generation","created":"2025-02-25","cited_by_count":37,"area":null},{"id":"2407.02329","title":"MIGC++: Advanced Multi-Instance Generation Controller for Image Synthesis","created":"2024-07-02","cited_by_count":35,"area":null},{"id":"2411.15497","title":"AeroGen: Enhancing Remote Sensing Object Detection with Diffusion-Driven Data Generation","created":"2024-11-23","cited_by_count":35,"area":null},{"id":"2503.12885","title":"DreamRenderer: Taming Multi-Instance Attribute Control in Large-Scale Text-to-Image Models","created":"2025-03-17","cited_by_count":28,"area":null},{"id":"2404.06425","title":"ZeST: Zero-Shot Material Transfer from a Single Image","created":"2024-04-09","cited_by_count":24,"area":null},{"id":"2503.20672","title":"BizGen: Advancing Article-level Visual Text Rendering for Infographics Generation","created":"2025-03-26","cited_by_count":20,"area":null},{"id":"2501.09503","title":"AnyStory: Towards Unified Single and Multiple Subject Personalization in Text-to-Image Generation","created":"2025-01-16","cited_by_count":16,"area":null},{"id":"2407.04604","title":"PartCraft: Crafting Creative Objects by Parts","created":"2024-07-05","cited_by_count":13,"area":null},{"id":"2409.08520","title":"GroundingBooth: Grounding Text-to-Image Customization","created":"2024-09-13","cited_by_count":13,"area":null},{"id":"2411.13632","title":"ID-Patch: Robust ID Association for Group Photo Personalization","created":"2024-11-20","cited_by_count":11,"area":null},{"id":"2509.19282","title":"OverLayBench: A Benchmark for Layout-to-Image Generation with Dense Overlaps","created":"2025-09-23","cited_by_count":10,"area":null},{"id":"2506.05313","title":"MARBLE: Material Recomposition and Blending in CLIP-Space","created":"2025-06-05","cited_by_count":9,"area":null},{"id":"2511.16666","title":"SceneDesigner: Controllable Multi-Object Image Generation with 9-DoF Pose Manipulation","created":"2025-11-20","cited_by_count":9,"area":null},{"id":"2412.08464","title":"CC-Diff: Enhancing Contextual Coherence in Remote Sensing Image Synthesis","created":"2024-12-11","cited_by_count":8,"area":null},{"id":"2507.04451","title":"CoT-lized Diffusion: Let's Reinforce T2I Generation Step-by-step","created":"2025-07-06","cited_by_count":8,"area":null},{"id":"2503.10112","title":"MoEdit: On Learning Quantity Perception for Multi-object Image Editing","created":"2025-03-13","cited_by_count":7,"area":null},{"id":"2502.07556","title":"SketchFlex: Facilitating Spatial-Semantic Coherence in Text-to-Image Generation with Region-Based Sketches","created":"2025-02-11","cited_by_count":6,"area":null},{"id":"2504.15032","title":"DyST-XL: Dynamic Layout Planning and Content Control for Compositional Text-to-Video Generation","created":"2025-04-21","cited_by_count":6,"area":null},{"id":"2505.05678","title":"InstanceGen: Image Generation with Instance-level Instructions","created":"2025-05-08","cited_by_count":6,"area":null},{"id":"2508.10280","title":"High Fidelity Text to Image Generation with Contrastive Alignment and Structural Guidance","created":"2025-08-14","cited_by_count":6,"area":null},{"id":"2509.20745","title":"Neptune-X: Active X-to-Maritime Generation for Universal Maritime Object Detection","created":"2025-09-25","cited_by_count":6,"area":null},{"id":"2501.14316","title":"T-Stars-Poster: A Framework for Product-Centric Advertising Image Design","created":"2025-01-24","cited_by_count":5,"area":null},{"id":"2505.01079","title":"Improving Editability in Image Generation with Layer-wise Memory","created":"2025-05-02","cited_by_count":5,"area":null},{"id":"2510.06469","title":"SIGMA-GEN: Structure and Identity Guided Multi-subject Assembly for Image Generation","created":"2025-10-07","cited_by_count":5,"area":null},{"id":"2510.21391","title":"TerraGen: A Unified Multi-Task Layout Generation Framework for Remote Sensing Data Augmentation","created":"2025-10-24","cited_by_count":5,"area":null},{"id":"2511.18333","title":"ConsistCompose: Unified Multimodal Layout Control for Image Composition","created":"2025-11-23","cited_by_count":5,"area":null},{"id":"2512.07702","title":"Guiding What Not to Generate: Automated Negative Prompting for Text-Image Alignment","created":"2025-12-08","cited_by_count":5,"area":null},{"id":"2501.09688","title":"Fine-Grained Image-Text Correspondence with Cost Aggregation for Open-Vocabulary Part Segmentation","created":"2025-01-16","cited_by_count":4,"area":null},{"id":"2503.06506","title":"Fine-Grained Alignment and Noise Refinement for Compositional Text-to-Image Generation","created":"2025-03-09","cited_by_count":4,"area":null},{"id":"2505.19149","title":"MIND-Edit: MLLM Insight-Driven Editing via Language-Vision Projection","created":"2025-05-25","cited_by_count":4,"area":null},{"id":"2505.21062","title":"Inverse Virtual Try-On: Generating Multi-Category Product-Style Images from Clothed Individuals","created":"2025-05-27","cited_by_count":4,"area":null},{"id":"2507.13861","title":"PositionIC: Unified Position and Identity Consistency for Image Customization","created":"2025-07-18","cited_by_count":4,"area":null},{"id":"2509.01107","title":"FICGen: Frequency-Inspired Contextual Disentanglement for Layout-driven Degraded Image Generation","created":"2025-09-01","cited_by_count":4,"area":null},{"id":"2606.09156","title":"OmniGen-AR: AutoRegressive Any-to-Image Generation","created":"2026-06-08","cited_by_count":4,"area":null},{"id":"2406.11384","title":"Understanding Multi-Granularity for Open-Vocabulary Part Segmentation","created":"2024-06-17","cited_by_count":3,"area":null},{"id":"2503.12124","title":"Z-Magic: Zero-shot Multiple Attributes Guided Image Creator","created":"2025-03-15","cited_by_count":3,"area":null},{"id":"2506.15563","title":"Control and Realism: Best of Both Worlds in Layout-to-Image without Training","created":"2025-06-18","cited_by_count":3,"area":null},{"id":"2507.16254","title":"Edge-case Synthesis for Fisheye Object Detection: A Data-centric Perspective","created":"2025-07-22","cited_by_count":3,"area":null},{"id":"2508.21809","title":"VoCap: Video Object Captioning and Segmentation from Any Prompt","created":"2025-08-29","cited_by_count":3,"area":null},{"id":"2509.12046","title":"Layout-Conditioned Autoregressive Text-to-Image Generation via Structured Masking","created":"2025-09-15","cited_by_count":3,"area":null},{"id":"2604.05761","title":"Improving Controllable Generation: Faster Training and Better Performance via $x_0$-Supervision","created":"2026-04-07","cited_by_count":3,"area":null},{"id":"2408.09739","title":"TraDiffusion: Trajectory-Based Training-Free Image Generation","created":"2024-08-19","cited_by_count":2,"area":null},{"id":"2410.04932","title":"OmniBooth: Learning Latent Control for Image Synthesis with Multi-modal Instruction","created":"2024-10-07","cited_by_count":2,"area":null},{"id":"2412.11594","title":"VersaGen: Unleashing Versatile Visual Control for Text-to-Image Synthesis","created":"2024-12-16","cited_by_count":2,"area":null},{"id":"2412.13486","title":"T$^3$-S2S: Training-free Triplet Tuning for Sketch to Scene Synthesis in Controllable Concept Art Generation","created":"2024-12-18","cited_by_count":2,"area":null},{"id":"2503.10678","title":"VRMDiff: Text-Guided Video Referring Matting Generation of Diffusion","created":"2025-03-11","cited_by_count":2,"area":null},{"id":"2506.23418","title":"Why Settle for Mid: A Probabilistic Viewpoint to Spatial Relationship Alignment in Text-to-image Models","created":"2025-06-29","cited_by_count":2,"area":null},{"id":"2507.04959","title":"Hear-Your-Click: Interactive Object-Specific Video-to-Audio Generation","created":"2025-07-07","cited_by_count":2,"area":null},{"id":"2507.17332","title":"PARTE: Part-Guided Texturing for 3D Human Reconstruction from a Single Image","created":"2025-07-23","cited_by_count":2,"area":null},{"id":"2510.23956","title":"Neural USD: An object-centric framework for iterative editing and control","created":"2025-10-28","cited_by_count":2,"area":null},{"id":"2512.22525","title":"DreamOmni3: Scribble-based Editing and Generation","created":"2025-12-27","cited_by_count":2,"area":null},{"id":"2602.02388","title":"Personalized Image Generation via Human-in-the-loop Bayesian Optimization","created":"2026-02-02","cited_by_count":2,"area":null},{"id":"2602.20672","title":"BBQ-to-Image: Numeric Bounding Box and Qolor Control in Large-Scale Text-to-Image Models","created":"2026-02-24","cited_by_count":2,"area":null},{"id":"2605.31266","title":"Envisioning Beyond the Few: Disentangled Semantics and Primitives for Few-Shot Atypical Layout-to-Image Generation","created":"2026-05-29","cited_by_count":2,"area":null},{"id":"2606.31029","title":"TerraDiT-$\\Omega$: Unified Spatial Control for Satellite Image Synthesis with Any Geospatial Primitive","created":"2026-06-30","cited_by_count":2,"area":null},{"id":"2603.18001","title":"EchoGen: Cycle-Consistent Learning for Unified Layout-Image Generation and Understanding","created":"2026-03-18","cited_by_count":1,"area":null},{"id":"2605.15181","title":"From Plans to Pixels: Learning to Plan and Orchestrate for Open-Ended Image Editing","created":"2026-05-14","cited_by_count":1,"area":null},{"id":"2605.21343","title":"OcclusionFormer: Arranging Z-Order for Layout-Grounded Image Generation","created":"2026-05-20","cited_by_count":1,"area":null},{"id":"2607.08201","title":"TMI: Text-to-Image Meets Image-to-Image for Complementary Data Synthesis to Boost Long-Tailed Instance Segmentation","created":"2026-07-09","cited_by_count":1,"area":null},{"id":"2412.12877","title":"PRIMEdit: Probability Redistribution for Instance-Aware Multi-Object Video Editing With a New Benchmark Dataset","created":"2024-12-17","cited_by_count":0,"area":null},{"id":"2505.08605","title":"Leveraging Multi-Modal Information to Enhance Dataset Distillation","created":"2025-05-13","cited_by_count":0,"area":null},{"id":"2505.08705","title":"Instance-aware Image Colorization with Controllable Textual Descriptions and Segmentation Masks","created":"2025-05-13","cited_by_count":0,"area":null},{"id":"2505.24086","title":"ComposeAnything: Composite Object Priors for Text-to-Image Generation","created":"2025-05-30","cited_by_count":0,"area":null},{"id":"2508.01008","title":"ROVI: A VLM-LLM Re-Captioned Dataset for Open-Vocabulary Instance-Grounded Text-to-Image Generation","created":"2025-08-01","cited_by_count":0,"area":null},{"id":"2511.20401","title":"A Training-Free Approach for Multi-ID Customization via Attention Adjustment and Spatial Control","created":"2025-11-25","cited_by_count":0,"area":null},{"id":"2512.09095","title":"Food Image Generation on Multi-Noun Categories","created":"2025-12-09","cited_by_count":0,"area":null},{"id":"2601.17666","title":"Training-Free Text-to-Image Compositional Food Generation via Prompt Grafting","created":"2026-01-25","cited_by_count":0,"area":null},{"id":"2602.18282","title":"DEIG: Detail-Enhanced Instance Generation with Fine-Grained Semantic Control","created":"2026-02-20","cited_by_count":0,"area":null},{"id":"2603.14770","title":"AnyPhoto: Multi-Person Identity Preserving Image Generation with ID Adaptive Modulation on Location Canvas","created":"2026-03-16","cited_by_count":0,"area":null},{"id":"2607.09362","title":"CtrlVTON: Controllable Virtual Try-On via Visual-Instance-Prompt Segmentation","created":"2026-07-10","cited_by_count":0,"area":null},{"id":"2607.12450","title":"Let RGB Be the Language of Vision","created":"2026-07-14","cited_by_count":0,"area":null},{"id":"2607.15717","title":"Per-Stroke Temporal Control for Text-to-Motion via Action Units and Action-Detection Guidance","created":"2026-07-17","cited_by_count":0,"area":null},{"id":"2607.17634","title":"MixDiffusion: Mixing Diffusion-based Uni-condition Text-to-Image Generation Models for Multi-condition Image Synthesis","created":"2026-07-20","cited_by_count":0,"area":null},{"id":"2608.20691","title":"Bridging Language and Spherical Space: Object-Centric Control for Text-to-Panorama Generation","created":"2026-08-21","cited_by_count":0,"area":null},{"id":"2609.07029","title":"LoGAN: Multilingual Font Localization with Generative Agents","created":"2026-09-07","cited_by_count":0,"area":null}],"next_cursor":null}