{"total":92,"rows":[{"id":"2309.05519","title":"NExT-GPT: Any-to-Any Multimodal LLM","created":"2023-09-11","cited_by_count":615,"area":"mllm"},{"id":"2401.11708","title":"Mastering Text-to-Image Diffusion: Recaptioning, Planning, and Generating with Multimodal LLMs","created":"2024-01-22","cited_by_count":224,"area":"mllm"},{"id":"2503.12605","title":"Multimodal Chain-of-Thought Reasoning: A Comprehensive Survey","created":"2025-03-16","cited_by_count":182,"area":"lr"},{"id":"2309.15091","title":"VideoDirectorGPT: Consistent Multi-scene Video Generation via LLM-Guided Planning","created":"2023-09-26","cited_by_count":141,"area":null},{"id":"2403.16990","title":"Be Yourself: Bounded Attention for Multi-Subject Text-to-Image Generation","created":"2024-03-25","cited_by_count":69,"area":"diffusion"},{"id":"2412.03859","title":"CreatiLayout: Siamese Multimodal Diffusion Transformer for Creative Layout-to-Image Generation","created":"2024-12-05","cited_by_count":60,"area":"diffusion"},{"id":"2406.04277","title":"VideoTetris: Towards Compositional Text-to-Video Generation","created":"2024-06-06","cited_by_count":51,"area":"diffusion"},{"id":"2412.19806","title":"Vitron: A Unified Pixel-level Vision LLM for Understanding, Generating, Segmenting, Editing","created":"2024-10-08","cited_by_count":49,"area":null},{"id":"2308.13812","title":"Dysen-VDM: Empowering Dynamics-aware Text-to-Video Diffusion with LLMs","created":"2023-08-26","cited_by_count":35,"area":"diffusion"},{"id":"2407.02329","title":"MIGC++: Advanced Multi-Instance Generation Controller for Image Synthesis","created":"2024-07-02","cited_by_count":35,"area":null},{"id":"2411.07132","title":"Token Merging for Training-Free Semantic Binding in Text-to-Image Synthesis","created":"2024-11-11","cited_by_count":35,"area":"inference"},{"id":"2411.18810","title":"All Seeds Are Not Equal: Enhancing Compositional Text-to-Image Generation with Reliable Random Seeds","created":"2024-11-27","cited_by_count":31,"area":"diffusion"},{"id":"2404.01322","title":"A Review of Multi-Modal Large Language and Vision Models","created":"2024-03-28","cited_by_count":30,"area":null},{"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":"2401.10934","title":"A New Creative Generation Pipeline for Click-Through Rate with Stable Diffusion Model","created":"2024-01-17","cited_by_count":27,"area":"diffusion"},{"id":"2406.04983","title":"CityCraft: A Real Crafter for 3D City Generation","created":"2024-06-07","cited_by_count":26,"area":null},{"id":"2410.10676","title":"Both Ears Wide Open: Towards Language-Driven Spatial Audio Generation","created":"2024-10-14","cited_by_count":25,"area":"diffusion"},{"id":"2505.02648","title":"MCCD: Multi-Agent Collaboration-based Compositional Diffusion for Complex Text-to-Image Generation","created":"2025-05-05","cited_by_count":23,"area":"diffusion"},{"id":"2406.06465","title":"AID: Adapting Image2Video Diffusion Models for Instruction-guided Video Prediction","created":"2024-06-10","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":"2503.20672","title":"BizGen: Advancing Article-level Visual Text Rendering for Infographics Generation","created":"2025-03-26","cited_by_count":20,"area":null},{"id":"2311.15773","title":"Check, Locate, Rectify: A Training-Free Layout Calibration System for Text-to-Image Generation","created":"2023-11-27","cited_by_count":19,"area":"diffusion"},{"id":"2404.08677","title":"PMG : Personalized Multimodal Generation with Large Language Models","created":"2024-04-07","cited_by_count":19,"area":null},{"id":"2312.05039","title":"SmartMask: Context Aware High-Fidelity Mask Generation for Fine-grained Object Insertion and Layout Control","created":"2023-12-08","cited_by_count":18,"area":"diffusion"},{"id":"2402.12908","title":"RealCompo: Balancing Realism and Compositionality Improves Text-to-Image Diffusion Models","created":"2024-02-20","cited_by_count":18,"area":"diffusion"},{"id":"2506.10941","title":"VINCIE: Unlocking In-context Image Editing from Video","created":"2025-06-12","cited_by_count":17,"area":null},{"id":"2507.22076","title":"Test-time Prompt Refinement for Text-to-Image Models","created":"2025-07-22","cited_by_count":16,"area":null},{"id":"2412.05818","title":"SILMM: Self-Improving Large Multimodal Models for Compositional Text-to-Image Generation","created":"2024-12-08","cited_by_count":15,"area":"mllm"},{"id":"2409.08520","title":"GroundingBooth: Grounding Text-to-Image Customization","created":"2024-09-13","cited_by_count":13,"area":null},{"id":"2406.05814","title":"TIGeR: Unifying Text-to-Image Generation and Retrieval with Large Multimodal Models","created":"2024-06-09","cited_by_count":12,"area":"mllm"},{"id":"2407.06109","title":"PerLDiff: Controllable Street View Synthesis Using Perspective-Layout Diffusion Models","created":"2024-07-08","cited_by_count":12,"area":"diffusion"},{"id":"2403.04321","title":"Discriminative Probing and Tuning for Text-to-Image Generation","created":"2024-03-07","cited_by_count":11,"area":null},{"id":"2405.04496","title":"Edit-Your-Motion: Space-Time Diffusion Decoupling Learning for Video Motion Editing","created":"2024-05-07","cited_by_count":10,"area":"diffusion"},{"id":"2410.11815","title":"SGEdit: Bridging LLM with Text2Image Generative Model for Scene Graph-based Image Editing","created":"2024-10-15","cited_by_count":10,"area":null},{"id":"2511.22989","title":"MultiBanana: A Challenging Benchmark for Multi-Reference Text-to-Image Generation","created":"2025-11-28","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":"2311.16203","title":"ChatTraffic: Text-to-Traffic Generation via Diffusion Model","created":"2023-11-27","cited_by_count":7,"area":"diffusion"},{"id":"2411.16657","title":"DreamRunner: Fine-Grained Compositional Story-to-Video Generation with Retrieval-Augmented Motion Adaptation","created":"2024-11-25","cited_by_count":7,"area":null},{"id":"2603.12829","title":"coDrawAgents: A Multi-Agent Dialogue Framework for Compositional Image Generation","created":"2026-03-13","cited_by_count":7,"area":null},{"id":"2408.13858","title":"Draw Like an Artist: Complex Scene Generation with Diffusion Model via Composition, Painting, and Retouching","created":"2024-08-25","cited_by_count":6,"area":"diffusion"},{"id":"2411.09439","title":"Spider: Any-to-Many Multimodal LLM","created":"2024-11-14","cited_by_count":6,"area":"mllm"},{"id":"2404.09172","title":"LoopAnimate: Loopable Salient Object Animation","created":"2024-04-14","cited_by_count":5,"area":"diffusion"},{"id":"2509.25940","title":"Steer Away From Mode Collisions: Improving Composition In Diffusion Models","created":"2025-09-30","cited_by_count":5,"area":"diffusion"},{"id":"2406.20085","title":"Auto Cherry-Picker: Learning from High-quality Generative Data Driven by Language","created":"2024-06-28","cited_by_count":4,"area":"diffusion"},{"id":"2407.01921","title":"GVDIFF: Grounded Text-to-Video Generation with Diffusion Models","created":"2024-07-02","cited_by_count":4,"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":"2408.04867","title":"An Evaluation of Standard Statistical Models and LLMs on Time Series Forecasting","created":"2024-08-09","cited_by_count":4,"area":null},{"id":"2503.19351","title":"Multi-Object Sketch Animation by Scene Decomposition and Motion Planning","created":"2025-03-25","cited_by_count":4,"area":null},{"id":"2507.17853","title":"Detail++: Training-Free Detail Enhancer for T2I Diffusion Models","created":"2025-07-23","cited_by_count":4,"area":"diffusion"},{"id":"2510.07940","title":"TTOM: Test-Time Optimization and Memorization for Compositional Video Generation","created":"2025-10-09","cited_by_count":4,"area":null},{"id":"2512.11464","title":"Exploring MLLM-Diffusion Information Transfer with MetaCanvas","created":"2025-12-12","cited_by_count":4,"area":"mllm"},{"id":"2404.00412","title":"CraftSVG: Multi-Object Text-to-SVG Synthesis via Layout Guided Diffusion","created":"2024-03-30","cited_by_count":3,"area":"diffusion"},{"id":"2505.04347","title":"CountDiffusion: Text-to-Image Synthesis with Training-Free Counting-Guidance Diffusion","created":"2025-05-07","cited_by_count":3,"area":"diffusion"},{"id":"2510.17603","title":"ShapeCraft: LLM Agents for Structured, Textured and Interactive 3D Modeling","created":"2025-10-20","cited_by_count":3,"area":"agents"},{"id":"2311.17963","title":"M$^{2}$Chat: Empowering VLM for Multimodal LLM Interleaved Text-Image Generation","created":"2023-11-29","cited_by_count":2,"area":"mllm"},{"id":"2312.10899","title":"MagicScroll: Nontypical Aspect-Ratio Image Generation for Visual Storytelling via Multi-Layered Semantic-Aware Denoising","created":"2023-12-18","cited_by_count":2,"area":null},{"id":"2407.12579","title":"The Fabrication of Reality and Fantasy: Scene Generation with LLM-Assisted Prompt Interpretation","created":"2024-07-17","cited_by_count":2,"area":"diffusion"},{"id":"2408.09739","title":"TraDiffusion: Trajectory-Based Training-Free Image Generation","created":"2024-08-19","cited_by_count":2,"area":null},{"id":"2410.01816","title":"Automatic Scene Generation: State-of-the-Art Techniques, Models, Datasets, Challenges, and Future Prospects","created":"2024-09-14","cited_by_count":2,"area":null},{"id":"2501.02048","title":"DreamMask: Boosting Open-vocabulary Panoptic Segmentation with Synthetic Data","created":"2025-01-03","cited_by_count":2,"area":null},{"id":"2502.08905","title":"DiffoRA: Enabling Parameter-Efficient Fine-Tuning via Differential Module Selection","created":"2025-02-13","cited_by_count":2,"area":null},{"id":"2503.12018","title":"CompArt: Operationalizing Aesthetic Alignment in Text-to-Image Generation via Principles of Art","created":"2025-03-15","cited_by_count":2,"area":"diffusion"},{"id":"2503.18641","title":"From Fragment to One Piece: A Survey on AI-Driven Graphic Design","created":"2025-03-24","cited_by_count":2,"area":null},{"id":"2503.23667","title":"Context-Independent OCR with Multimodal LLMs: Effects of Image Resolution and Visual Complexity","created":"2025-03-31","cited_by_count":2,"area":"mllm"},{"id":"2506.01370","title":"PointT2I: LLM-based text-to-image generation via keypoints","created":"2025-06-02","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":"2401.14212","title":"Explicitly Representing Syntax Improves Sentence-to-layout Prediction of Unexpected Situations","created":"2024-01-25","cited_by_count":1,"area":null},{"id":"2403.06400","title":"DivCon: Divide and Conquer for Complex Numerical and Spatial Reasoning in Text-to-Image Generation","created":"2024-03-11","cited_by_count":1,"area":"lr"},{"id":"2405.18801","title":"SketchTriplet: Self-Supervised Scenarized Sketch-Text-Image Triplet Generation","created":"2024-05-29","cited_by_count":1,"area":null},{"id":"2410.15312","title":"Synergistic Dual Spatial-aware Generation of Image-to-Text and Text-to-Image","created":"2024-10-20","cited_by_count":1,"area":null},{"id":"2411.18731","title":"The Performance of the LSTM-based Code Generated by Large Language Models (LLMs) in Forecasting Time Series Data","created":"2024-11-27","cited_by_count":1,"area":null},{"id":"2503.17669","title":"TDRI: Two-Phase Dialogue Refinement and Co-Adaptation for Interactive Image Generation","created":"2025-03-22","cited_by_count":1,"area":null},{"id":"2512.03540","title":"CookAnything: A Framework for Flexible and Consistent Multi-Step Recipe Image Generation","created":"2025-12-03","cited_by_count":1,"area":null},{"id":"2602.18019","title":"DeepSVU: Towards In-depth Security-oriented Video Understanding via Unified Physical-world Regularized MoE","created":"2026-02-20","cited_by_count":1,"area":"moe"},{"id":"2405.19085","title":"Patch-enhanced Mask Encoder Prompt Image Generation","created":"2024-05-29","cited_by_count":0,"area":null},{"id":"2407.11006","title":"Evaluating the Efficacy of Foundational Models: Advancing Benchmarking Practices to Enhance Fine-Tuning Decision-Making","created":"2024-06-25","cited_by_count":0,"area":null},{"id":"2408.10688","title":"TDS-CLIP: Temporal Difference Side Network for Efficient VideoAction Recognition","created":"2024-08-20","cited_by_count":0,"area":"mllm"},{"id":"2409.18694","title":"Learning from Pattern Completion: Self-supervised Controllable Generation","created":"2024-09-27","cited_by_count":0,"area":null},{"id":"2412.14085","title":"Future Research Avenues for Artificial Intelligence in Digital Gaming: An Exploratory Report","created":"2024-12-18","cited_by_count":0,"area":null},{"id":"2505.22663","title":"Training Free Stylized Abstraction","created":"2025-05-28","cited_by_count":0,"area":null},{"id":"2508.02427","title":"CABENCH: Benchmarking Composable AI for Solving Complex Tasks through Composing Ready-to-Use Models","created":"2025-08-04","cited_by_count":0,"area":null},{"id":"2509.04819","title":"AURAD: Anatomy-Pathology Unified Radiology Synthesis with Progressive Representations","created":"2025-09-05","cited_by_count":0,"area":null},{"id":"2511.00345","title":"OSMGen: Highly Controllable Satellite Image Synthesis using OpenStreetMap Data","created":"2025-11-01","cited_by_count":0,"area":null},{"id":"2512.17160","title":"Can Synthetic Images Serve as Effective and Efficient Class Prototypes?","created":"2025-12-19","cited_by_count":0,"area":"mllm"},{"id":"2602.01608","title":"Reasoning with Autoregressive-Diffusion Collaborative Thoughts","created":"2026-02-02","cited_by_count":0,"area":"diffusion"},{"id":"2602.18016","title":"Towards LLM-centric Affective Visual Customization via Efficient and Precise Emotion Manipulating","created":"2026-02-20","cited_by_count":0,"area":null},{"id":"2603.01125","title":"Predictive Reasoning with Augmented Anomaly Contrastive Learning for Compositional Visual Relations","created":"2026-03-01","cited_by_count":0,"area":"lr"},{"id":"2604.22302","title":"Knowledge Visualization: A Benchmark and Method for Knowledge-Intensive Text-to-Image Generation","created":"2026-04-24","cited_by_count":0,"area":null},{"id":"2605.09065","title":"Dependency-Aware Discrete Diffusion for Scene Graph Generation","created":"2026-05-09","cited_by_count":0,"area":"diffusion"},{"id":"2605.19532","title":"Boosting Text-to-Image Diffusion Models via Core Token Attention-Based Seed Selection","created":"2026-05-19","cited_by_count":0,"area":"diffusion"},{"id":"2608.01106","title":"SG-Layout: Structured Scene Graph-Guided Layout Generation with LLMs","created":"2026-08-02","cited_by_count":0,"area":null},{"id":"2608.14226","title":"RankT2I: A Submodular Framework for Discovering Interpretable and Diverse Semantics in Text-to-Image Models","created":"2026-08-14","cited_by_count":0,"area":null}],"next_cursor":null}