Compositional T2I Generation

T2I: Text-to-Image

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6 papers in the last four weeks, against 1 the four weeks before. 0.1% of all new papers.

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  1. Benchmarking and Enhancing Text-to-Image Models for Generating Visual Representations in Early Arithmetic Education

    May 29, 2026Junling Wang, Boqi Chen, Heejin Do +3Generative AI in EducationCompositional T2I Generation

    Department of Computer Science, ETH Zurich · ETH AI Center

  2. Compositional Text-to-Image Generation Via Region-aware Bimodal Direct Preference Optimization

    May 27, 2026Zhuohan Liu, Wujian Peng, Yitong Chen +1Diffusion Model GuidanceDirect Preference Optimization

    Shanghai Key Lab of Intell. Info. Processing, School of CS, Fudan University · Shanghai Collaborative Innovation Center of Intelligent Visual Computing

  3. AI-T2I: Aggregating-and-Isolating Cross-Attention to Diffusion Models for Text-to-Image Synthesis

    May 25, 2026Shipeng Cao, Biao Qian, Haipeng Liu +2Diffusion Model AlignmentCross-Attention

    Key Laboratory of Knowledge Engineering With Big Data, Ministry of Education, Hefei University of Technology, China · Department of Automation, Tsinghua University, China

  4. SeqLoRA: Bilevel Orthogonal Adaptation for Continual Multi-Concept Generation

    May 21, 2026Javad Parsa, Enis Simsar, Amir Joudaki +2Subject-Driven Image GenerationDiffusion Model Fine-Tuning

    ETH Zurich · Uppsala University, Sweden

  5. S2ED: From Story to Executable Descriptions for Consistency-Aware Story Illustration

    May 21, 2026Sijing Yin, Jiamou Liu, Xiao Tang +2T2I GenerationCompositional T2I Generation

    University of Auckland · Wuhan College of Communication

  6. CPC-VAR:Continual Personalized and Compositional Generation in Visual Autoregressive Models

    May 19, 2026Junhao Li, Xinhao Zhong, Yi sun +4Visual Autoregressive ModelsSubject-Driven Image Generation

    Harbin Institute of Technology, Shenzhen · South China University of Technology · Peng Cheng Laboratory +1

  7. Benchmarking and Evolving Reason-Reflect-Rectify for Reflective Visual Generation

    May 19, 2026Junjie Wang, Xinghua Lou, Jason Li +8Image GenerationCompositional T2I Generation

    Harbin Institute of Technology, Shenzhen · University of Science and Technology of China · Shenzhen Loop Area Institute +5

  8. Latent Action Control for Reasoning-Guided Unified Image Generation

    May 16, 2026Fuxiang Zhai, Sixiang Chen, Yingjin Li +4Unified Multimodal ModelsCompositional T2I Generation

    The Hong Kong University of Science and Technology (Guangzhou)

  9. Training-Free Occluded Text Rendering via Glyph Priors and Attention-Guided Semantic Blending

    May 16, 2026Jingqi Hou, Hongtian WangCompositional T2I GenerationDiffusion-Based Image Editing

    1,2College of Computer Science, Beijing University of Technology, Beijing, China

  10. Unlocking Complex Visual Generation via Closed-Loop Verified Reasoning

    May 14, 2026Hanbo Cheng, Limin Lin, Ruo Zhang +2Image GenerationCompositional T2I Generation

    University of Science and Technology of China (USTC) · 2Independent Researcher

  11. UniCustom: Unified Visual Conditioning for Multi-Reference Image Generation

    May 12, 2026Yiyan Xu, Qiulin Wang, Wenjie Wang +5Subject-Driven Image GenerationImage Generation

    University of Science and Technology of China · Kling Team, Kuaishou Technology

  12. EPIC: Efficient Predicate-Guided Inference-Time Control for Compositional Text-to-Image Generation

    May 12, 2026Sunung Mun, Sunghyun Cho, Jungseul OkCompositional T2I GenerationControllable Image Generation

    Graduate School of Artificial Intelligence, POSTECH · Department of Computer Science & Engineering, POSTECH

  13. Qwen-Image-2.0 Technical Report

    May 11, 2026Bing Zhao, Chenfei Wu, Deqing Li +72T2I GenerationCompositional T2I Generation

  14. SCOPE: Structured Decomposition and Conditional Skill Orchestration for Complex Image Generation

    May 8, 2026Tianfei Ren, Zhipeng Yan, Yiming Zhao +13Conditional Image GenerationCompositional T2I Generation

    MoE Key Laboratory of Brain-inspired Intelligent Perception and Cognition, University of Science and Technology of China · The Hong Kong Polytechnic University · Nanyang Technological University

  15. Large Language Models are Universal Reasoners for Visual Generation

    May 5, 2026Sucheng Ren, Chen Chen, Zhenbang Wang +5Diffusion Model GuidanceImage Generation

    1Johns Hopkins University · 2Apple

  16. Benchmarking Layout-Guided Diffusion Models through Unified Semantic-Spatial Evaluation in Closed and Open Settings

    Apr 28, 2026Luca Parolari, Nicla Faccioli, Lamberto BallanT2I GenerationCompositional T2I Generation

    Department of Mathematics, University of Padova, Padova, Italy

  17. Golden RPG: Confidence-Adaptive Region-Aware Noise for Compositional Text-to-Image Generation

    Apr 28, 2026Hao LiCompositional T2I Generation

    Department of Electrical and Computer Engineering, University of Arizona, Tucson, USA

  18. TextGround4M: A Prompt-Aligned Dataset for Layout-Aware Text Rendering

    Apr 27, 2026Dongxing Mao, Yilin Wang, Linjie Li +2T2I GenerationCompositional T2I Generation

    Central South University · Zhejiang University · Microsoft Research

  19. Hallucination Early Detection in Diffusion Models

    Apr 22, 2026Federico Betti, Lorenzo Baraldi, Lorenzo Baraldi +2Compositional T2I GenerationT2I Generation Evaluation

    University of Trento, Italy. · Universit`a di Pisa, Italy. · University of Modena and Reggio Emilia, Italy.

  20. Long-Text-to-Image Generation via Compositional Prompt Decomposition

    Apr 20, 2026Jen-Yuan Huang, Tong Lin, Yilun DuT2I GenerationCompositional T2I Generation

    Peking University · State Key Laboratory of General Artificial Intelligence, School of Intelligence Science and Technology. · Harvard University

  21. When Safe Concepts Become Unsafe: Multi-Concept Compositional Vulnerabilities in Text-to-Image Models

    Apr 17, 2026Chaoshuo Zhang, Yibo Liang, Mengke Tian +7Safe T2I GenerationCompositional T2I Generation

    School of Cyber Science and Engineering, Xi’an Jiaotong University, Xi’an, China · CISPA Helmholtz Center for Information Security, Saarbrücken, Germany · School of Cyber Science and Engineering, Wuhan University, Wuhan, China

  22. FiRe: Fine-grained Multimodal Reasoning for Enhanced Image Generation

    Apr 15, 2026Yongjin Kim, Yoonjin Oh, Yerin Kim +5Controllable Image GenerationCompositional T2I Generation

    Department of Artificial Intelligence Korea University Seoul, Republic of Korea · KT Corporation Seoul, Republic of Korea

  23. Correlation-Weighted Multi-Reward Optimization for Compositional Generation

    Mar 19, 2026Jungmyung Wi, Hyunsoo Kim, Donghyun KimCompositional T2I GenerationRL for Generative Models

    Korea University · Korea Institute of Science and Technology

  24. Delta-K: Boosting Multi-Instance Generation via Cross-Attention Augmentation

    Mar 10, 2026Zitong Wang, Zijun Shen, Haohao Xu +2Diffusion Model GuidanceT2I Generation

    School of Software Engineering, Sun Yat-sen University · Nanjing University · College of Management and Economics, Tianjin University

  25. Hierarchical Concept-to-Appearance Guidance for Multi-Subject Image Generation

    Feb 3, 2026Yijia Xu, Zihao Wang, Haokun Gui +1Subject-Driven Image GenerationImage Generation

    Peking University · Hong Kong University of Science and Technology

  26. TexTailor: Inference-Time Textual Guidance Tailoring for Multimodal Diffusion Transformers

    Jan 5, 2026Binglei Li, Mengping Yang, Zhiyu Tan +2Diffusion TransformerCompositional T2I Generation

    Fudan University, Shanghai 200433, China · Shanghai Academy of AI for Science, Shanghai 200030, China · Shanghai Innovation Institute, Shanghai 200030, China

  27. Dynamic Image Prompt Adapter for Scalable Zero-shot Personalized Text-to-Image Generation

    Dec 10, 2025Zhizhong Wang, Tianyi Chu, Zeyi Huang +2Subject-Driven Image GenerationT2I Generation

    Central Media Technology Institute, Huawei

  28. FreeFuse: Multi-Subject LoRA Fusion via Adaptive Token-Level Routing at Test Time

    Oct 27, 2025Yaoli Liu, Yao-Xiang Ding, Kun ZhouSubject-Driven Image GenerationCompositional T2I Generation

    State Key Laboratory of CAD&CG Zhejiang University · Zhejiang University

  29. Detail++: Training-Free Detail Enhancer for T2I Diffusion Models

    Jul 23, 2025Lifeng Chen, Jiner Wang, Zihao Pan +3Diffusion Model GuidanceCompositional T2I Generation

    AGI Lab, Westlake University · Nanyang Technological University

  30. ISAC: Training-Free Instance-to-Semantic Attention Control for Multi-Instance Generation

    May 27, 2025Sanghyun Jo, Wooyeol Lee, Ziseok Lee +3Diffusion Model GuidanceT2I Generation

    OGQ, Seoul, Korea · Seoul National University, Seoul, Korea