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. Balancing Performance and Diversity in GRPO Autoregressive Text-to-Image Post-Training

    Jun 19, 2026Yuanhao Chiang, Hongbo Duan, Chunru Yang +3T2I GenerationGroup Relative Policy Optimization

    Shenzhen International Graduate School, Tsinghua University

  2. Text-to-Image Generative AI for Modeling and Simulation: Methods, Opportunities, and Applications

    Jun 18, 2026Philippe J. GiabbanelliT2I Generation

    National Center for Collaboration in Medical Modeling & Simulation and Office of Enterprise Research & Innovation, Old Dominion University, Suffolk, VA, USA

  3. ELDiff: When Evidential Learning Meets Text-to-Image Diffusion

    Jun 18, 2026Qingtao Pan, Kai Ye, Zhihao Dou +2T2I GenerationCompositional T2I Generation

    Shandong University, Jinan, Shandong, China · Case Western Reserve University, Cleveland, OH, USA

  4. SACE: Concept Erasure at the Semantic Singularity in Visual Autoregressive Models

    Jun 14, 2026Siya Yang, Nanxiang Jiang, Zhaoxin Fan +1Visual Autoregressive ModelsT2I Generation

    1Hefei University of Technology · 2Beihang University

  5. GarmentSketch: Large-scale Sketch-to-Fashion Benchmark

    Jun 12, 2026Duong-Duy-Khang Bui, Minh-Tan Pham, Tam V. Nguyen +2Conditional Image GenerationT2I Generation

    University of Science, Ho Chi Minh, Vietnam · Vietnam National University, Ho Chi Minh, Vietnam · University of Dayton, Ohio, United States

  6. i1: A Simple and Fully Open Recipe for Strong Text-to-Image Models

    Jun 9, 2026Boya Zeng, Tianze Luo, Shu Pu +4Training Data CurationT2I Generation

    Princeton University

  7. Exploring the Design Space of Reward Backpropagation for Flow Matching

    Jun 9, 2026Ruoyu Wang, Boye Niu, Xiangxin Zhou +3Flow MatchingAI Alignment

    1Westlake University · 2Tencent Hunyuan · University of Sydney +1

  8. PathRelax: Parallel-Path Relaxed Speculative Jacobi Decoding for Accelerating Auto-Regressive Text-to-Image Generation

    Jun 9, 2026Haodong Lei, Hongsong Wang, Bingxuan Dai +1T2I GenerationSpeculative Decoding

    College of Software Engineering Southeast University · School of Computer Science and Engineering Southeast University · School of Cyber Science and Engineering Southeast University +1

  9. BLM-SGAN: Bidirectional Language Modeling for Semantic-Spatial Text-to-Image Generation

    Jun 7, 2026Ahmed Abdelmoneim Mazrou, Haidy Maher El-Amir, Ali HamdiT2I GenerationImage Generation

    Faculty of Computer Science, MSA University, Egypt

  10. ZIPP:Zero-shot Image Personalization from Personas

    Jun 7, 2026Harini SI, Somesh Singh, Yaman Kumar Singla +2T2I GenerationPersona Prompting

    Adobe Media and Data Science Research (MDSR) · SUNY at Buffalo · IIIT-Delhi

  11. Seeing is Believing: Aligning Prompt Rewriting with Visual Anchors for Text-to-Image Generation

    Jun 7, 2026Xuanyi Liu, Deyi Ji, Junyu Lu +6T2I GenerationPrompt Optimization for T2I Generation

    Peking University · Tencent · Dalian University of Technology +4

  12. TrioPose: Native Triple-Stream Diffusion Transformers for Pose-Guided Text-to-Image Generation

    Jun 5, 2026Dian Gu, Zhengyi YangDiffusion TransformerT2I Generation

    Institute of Automation, Chinese Academy of Sciences Beijing, China

  13. AdaGRPO: A Capability-Aware Adaptive Enhancement for Flow-based GRPO

    Jun 5, 2026Jiazi Bu, Pengyang Ling, Yujie Zhou +8T2I GenerationGroup Relative Policy Optimization

    1Shanghai Jiao Tong University · 2S-Lab, Nanyang Technological University · 3Shanghai AI Laboratory +7

  14. Breaking the Lock-in: Diversifying Text-to-Image Generation via Representation Modulation

    Jun 5, 2026Dahee Kwon, Haeun Lee, Jaesik ChoiDiffusion TransformerT2I Generation

    Korea Advanced Institute of Science and Technology (KAIST) · INEEJI

  15. FontFusion: Enhancing Generative Text in Diffusion Models with Typographic Conditioning

    Jun 4, 2026Marian Lupascu, Nipun Jindal, Ionut Mironica +1Conditional Image GenerationT2I Generation

    Adobe Research · Department of Computer Science, University of Bucharest, Romania

  16. Gender Artifacts from Art History to Text-to-Image Generation

    Jun 4, 2026Piera Riccio, Miriam Doh, Benedikt Höltgen +2T2I GenerationDemographic Bias in T2I Models

    University of Amsterdam Amsterdam, Netherlands · Université Libre de Bruxelles Brussels, Belgium · Hasso Plattner Institut University of Potsdam Potsdam, Germany +1

  17. Crafting Your Evolving Dreams: Concept-Incremental Versatile Customization

    Jun 3, 2026Jiahua Dong, Wenqi Liang, Hongliu Li +7T2I GenerationLow-Rank Adaptation

    Shanghai Jiao Tong University, Shanghai, China

  18. Imagine Before You Draw: Visual Prompt Engineering for Image Generation

    Jun 3, 2026Liyu Jia, Fengda Zhang, Jiachun Pan +7Conditional Image GenerationT2I Generation

    1Nanyang Technological University · 2National University of Singapore · 3Zhejiang University +1

  19. MemoGen: Can Past Experience Improve Future Text-to-Image Generation?

    Jun 2, 2026Wenshuo Chen, Kuimou Yu, Bowen Tian +10T2I GenerationImage Generation

    The Hong Kong University of Science and Technology (Guangzhou) · Scholarly, Guangzhou Ziyan Technology Co., Ltd. · LimX Dynamics Technology Co., Ltd. +4

  20. OctoT2I: A Self-Evolving Agentic Text-to-Image Router

    Jun 1, 2026Xu Jiang, Bin Chen, Gehui Li +3T2I GenerationAgentic Image Generation

    School of Electronic and Computer Engineering, Peking University · Guangdong Provincial Key Laboratory of Ultra High Definition Immersive Media Technology, Shenzhen Graduate School, Peking University

  21. KG-FairDiff: Knowledge Graph-Guided Prompt Refinement for Demographically Fair Text-to-Image Generation

    May 31, 2026Farbod Davoodi, Seyed Reza Tavakoli Shiyadeh, Pooria Safaei +12T2I GenerationAlgorithmic Fairness

    Qatar Computing Research Institute, Hamad Bin Khalifa University, Doha, Qatar

  22. APE: Agentic Prompt Enhancer for Image Generation and Editing

    May 29, 2026Zijian Huang, Jay Zhangjie Wu, Zian Wang +5Text-Guided Image EditingT2I Generation

    1NVIDIA · University of Michigan

  23. PhyDrawGen: Physically Grounded Diagram Generation from Natural Language

    May 28, 2026Nafiul Haque, Syed Nazmus Sakib, Shifat E ArmanPhysical ReasoningT2I Generation

    Department of Robotics and Mechatronics Engineering, University of Dhaka

  24. Orthogonal Negative Guidance in Attention Feature Space for Text-to-Image Generation

    May 28, 2026Jungmin Ko, Jungwon Park, Jimyeong Kim +3Diffusion Model GuidanceT2I Generation

    Interdisciplinary Program in Artificial Intelligence, Seoul National University · Research Institute for Convergence Science, Seoul National University · Daegu Gyeongbuk Institute of Science and Technology +3

  25. DebFilter: Eradicating Biases Stashed in Value

    May 27, 2026Seung Hyuk Lee, Songkuk KimDiffusion Model GuidanceCross-Attention

    School of Integrated Technology, BK21 Graduate Program in Intelligent Semiconductor Technology Yonsei University

  26. Personalized Generative Models for Contextual Debiasing

    May 25, 2026Xinran Liang, Esin Tureci, Prachi Sinha +3Synthetic Data AugmentationT2I Generation

    Department of Computer Science, Princeton University · LIX, CNRS, ´Ecole Polytechnique

  27. Channel-wise Vector Quantization

    May 25, 2026Wei Song, Tianhang Wang, Yitong Chen +5Image TokenizationVisual Tokenization

    Shanghai Innovation Institute · Westlake University · Zhejiang University +2

  28. DyCoRM: Dynamic Criterion-Aware Reward Modeling for Text-to-Image Generation

    May 25, 2026Jiaying Qian, Ziheng Jia, Qian Zhang +5Reward ModelingT2I Generation

    Shanghai Jiao Tong University

  29. Mosaic: Compositional Multi-Concept Erasure via Vector Field Blending

    May 25, 2026Junseok Ko, Jungwoo Kim, Jong-Seok LeeT2I GenerationConcept Erasure

    Department of Artificial Intelligence, Yonsei University · School of Integrated Technology, Yonsei University

  30. Injecting Image Guidance into Text-Conditioned Diffusion Models at Inference

    May 24, 2026Agata Żywot, Iason Skylitsis, Thijmen Nijdam +4Diffusion Model GuidanceTest-Time Optimization

    University of Amsterdam, Netherlands