T2I Generation

T2I: Text-to-Image

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23 papers in the last four weeks, up 156% on the four weeks before. 0.2% of all new papers.

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  1. Introspective Attention Modulation for Safe Text-to-Image Generation

    Jul 16, 2026Basim Azam, Hossein Rahmani, Naveed AkhtarDiffusion TransformerT2I Generation

    The University of Melbourne, Australia · Lancaster University, United Kingdom

  2. Rare Concept Generation via Counterfactual Inference in Diffusion Models

    Jul 16, 2026Zhengyuan Jiang, Haipeng Liu, Meng Wang +1Diffusion Model GuidanceT2I Generation

    School of Computer Science and Information Engineering, Hefei University of Technology Hefei, China

  3. Boogu-Image-0.1: Boosting Open-Source Unified Multimodal Understanding and Generation

    Jul 14, 2026Guoxuan Chen, Chufeng Xiao, Haoran Yang +30Text-Guided Image EditingUnified Multimodal Models

    Boogu Team

  4. Read It Back: Pretrained MLLMs Are Zero-Shot Reward Models for Text-to-Image Generation

    Jul 13, 2026Runhui Huang, Qihui Zhang, Zhe Liu +3T2I GenerationMultimodal Reward Modeling

    The University of Hong Kong · Peking University · ByteDance Seed

  5. Improving Sample Diversity in Autoregressive Text-to-Image Generation via Cluster Truncation

    Jul 12, 2026Trang Nguyen, Shuang Wu, Runyan Tan +1T2I GenerationAutoregressive Image Generation

    University of Massachusetts Amherst · Thoughtworks

  6. EmoStyle: Affective Conditioning of Style-Specialist Experts for Emotional Image Generation

    Jul 11, 2026Dexiang Hong, Yijie Guo, Weidong Chen +4Conditional Image GenerationT2I Generation

    University of Science and Technology of China HeFei, China · Harbin Institute of Technology, WeiHai WeiHai, China

  7. Beyond wheelchairs and blindfolds: Investigating disability stereotypes in T2I models with INCLUDE-BENCH

    Jul 9, 2026Sophia Lichtenberg, Albert Gatt, Judith MasthoffT2I GenerationDemographic Bias in T2I Models

    Utrecht University

  8. RADIANCE: Relative Adaptive Denoising with IP-Adapter for Novel Concept Enhancement

    Jul 6, 2026Zi-Xiang Ni, Bo-Lun Huang, Teng-Fang Hsiao +2Diffusion Model GuidanceT2I Generation

    National Yang Ming Chiao Tung University, Hsinchu, Taiwan

  9. Efficient bias mitigation in T2I diffusion models using Concept Graphs

    Jul 3, 2026Mansi, Avinash Kori, Francesco LeofanteT2I GenerationT2I Diffusion Models

    Department of Computing Imperial College London

  10. FairFlow: Demystifying and Mitigating Stereotype Bias in Text-to-Image Diffusion Transformers

    Jul 3, 2026Chen Chen, Yuanmin Huang, Zhenfei Zhang +5Diffusion Model AlignmentDiffusion Transformer

    Fudan University Shanghai, China · East China University of Science and Technology Shanghai, China

  11. Text-to-Image Generation for Projector-Camera System Registration

    Jul 3, 2026Xinyu Chen, Yuqi Li, Jiabao Li +3Image MatchingT2I Generation

    Ningbo University Ningbo, China · University of California, Irvine United States

  12. DisciplineGen-1M: A Large-Scale Dataset for Multidisciplinary Visual Generation and Editing

    Jul 2, 2026Zhaokai Wang, Mingxin Liu, Zirun Zhu +11T2I GenerationImage Generation

    Shanghai Jiao Tong University · South China University of Technology · Xiamen University +1

  13. EquiSteer: Cross-Attention Steering Towards a Fairer Text-Guided Image Generation

    Jul 1, 2026Tatiana Gaintseva, Akshit Achara, Gregory Slabaugh +2Cross-AttentionT2I Generation

    Queen Mary University of London, UK · Huawei Noah’s Ark, UK · King’s College London, UK +1

  14. Training-Free Debiasing of Diffusion Models via CLIP-Guided Denoising Optimization

    Jul 1, 2026Dain Kim, Jinseo Kim, Sungyong BaikDiffusion Model GuidanceText Embeddings

    Dept. of Artificial Intelligence, Hanyang University, South Korea · Dept. of Data Science, Hanyang University, South Korea

  15. DataEvolver: Self-Evolving Multi-Agent Data Construction for Text-Rich Image Generation

    Jun 30, 2026Siyu Yan, Yizhen Gao, Yilin Wang +2Synthetic Data GenerationTraining Data Curation

    1Central South University

  16. Intermediate Text Representation Guided Text-to-Image Generation for Enhancing One-and-Only Alignment

    Jun 29, 2026Soyoun Won, Aryan Yazdan Parast, Basim Azam +2Text-Image AlignmentT2I Generation

    The University of Melbourne, Australia

  17. Mural: Transferring LLM knowledge to image generation via Mixture-of-Transformers

    Jun 27, 2026Achin Jain, Jie An, Siddharth Chaudhary +1T2I GenerationCompositional T2I Generation

    Amazon AGI

  18. DanceOPD: On-Policy Generative Field Distillation

    Jun 25, 2026Wei Zhou, Xiongwei Zhu, Zelin Xu +8Flow MatchingT2I Generation

    ByteDance Seed · NUS · UMD +1

  19. Don't Settle at the Mode! Mitigating Diversity Collapse in Pretrained Flow Models via Feature Self-Guidance

    Jun 25, 2026Pradhaan S Bhat, Rishubh Parihar, Abhijnya Bhat +1Flow MatchingT2I Generation

    Indian Institute of Science · Stanford University

  20. JuZhou 1.0 Technical Report: The First Edge-Native Text-to-Image Foundation Model Trained Entirely on China-Developed AI Accelerators

    Jun 25, 2026Ce Chen, Congrui Wang, Yonglin Li +20T2I GenerationDiffusion Model Inference Acceleration

    JuZhou Team, HSW Group

  21. Safe Autoregressive Image Generation with Iterative Self-Improving Codebooks

    Jun 25, 2026Yunqi Xue, Zhijiang Li, Philip Torr +1T2I GenerationImage Generation

    School of Information Management, Wuhan University, Wuhan, China · Torr Vision Group, University of Oxford, Oxford, United Kingdom

  22. Qwen-Image-Agent: Bridging the Context Gap in Real-World Image Generation

    Jun 25, 2026Zekai Zhang, Jiahao Li, Jie Zhang +18Conditional Image GenerationT2I Generation

  23. LCG: Long-Context Consistent Image Generation with Sparse Relational Attention

    Jun 24, 2026Zihao Wang, Yijia Xu, Haoze Zheng +3T2I GenerationImage Generation

    Huazhong University of Science and Technology, China · Peking University, China · Hong Kong University of Science and Technology, Hong Kong

  24. IV-CoT: Implicit Visual Chain-of-Thought for Structure-Aware Text-to-Image Generation

    Jun 23, 2026Zixuan Li, Haokun Lin, Yicheng Xiao +10T2I GenerationMultimodal Large Language Models

    NLPR, Institute of Automation, Chinese Academy of Sciences · The University of Hong Kong · Ant Group

  25. Are Text-to-Image Models Inductivist Turkeys? A Counterfactual Benchmark for Causal Reasoning

    Jun 23, 2026Jiayi Lei, Yuandong Pu, Xingyu Han +8Causal Counterfactual GenerationT2I Generation

    Shanghai Jiao Tong University · Shanghai AI Laboratory · The Chinese University of Hong Kong

  26. Semantic Browsing: Controllable Diversity for Image Generation

    Jun 22, 2026Sara Dorfman, Maya Vishnevsky, Omer Dahary +2T2I GenerationControllable Image Generation

    Tel Aviv University

  27. GeoFidelity-Bench: Evaluating Block-Conditioned Geographic Fidelity in Text-to-Image Street-View Generation

    Jun 22, 2026Kaizhen TanConditional Image GenerationT2I Generation

    Heinz College of Information Systems and Public Policy, Carnegie Mellon University

  28. Safe Few-Step Generation via Velocity Editing

    Jun 22, 2026Yujin Choi, Jaehong YoonFlow MatchingT2I Generation

    1NTU Singapore · 2UNIST

  29. MythraGen: Two-Stage Retrieval Augmented Art Generation Framework

    Jun 22, 2026Quang-Khai Le, Cong-Long Nguyen, Minh-Triet Tran +1T2I GenerationImage Generation

    University of Science, Ho Chi Minh city, Vietnam · Vietnam National University, Ho Chi Minh city, Vietnam

  30. SeFi-Image: A Text-to-Image Foundation Model with Semantic-First Diffusion

    Jun 21, 2026Ruoyu Feng, Jinming Liu, Yuqi Wang +7Latent Diffusion ModelsT2I Generation

    SeFi Team