Text-To-Image

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Period ending 2026-09-21

13 new papers

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Period ending 2026-09-14

15 new papers

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Period ending 2026-09-07

6 new papers

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  1. Inference-Time Scaling of Diffusion Models via Progressive Seed Pruning

    Jul 23, 2026Rogerio Guimaraes, Pietro PeronaInference-TimeImage Generation

  2. Show, Don't Tell: Evaluating Spatial Cognition in Generative Pixels Rather Than LLM Text

    Jul 23, 2026Xu Wang, Kaixiang Yao, Miao Pan +4Embodied Spatial IntelligenceVisual Generation

  3. AI-generated Images Challenge Visual Trust in High-risk Scenarios

    Jul 23, 2026Yi-Zhi Wang, Yichen Xiao, Linan Yue +5Ai-Generated Image DetectionImage Generation

  4. ExpertVerse: A General-Purpose Benchmark for Expert-Level Reasoning in Knowledge-Intensive Visual Synthesis

    Jul 21, 2026Yuan Wang, Yongchao Du, Mengting Chen +4Visual GenerationMultimodal Reasoning Benchmarks

  5. Text Template Tokens Are Implicit Semantic Registers in Diffusion Transformers

    Jul 21, 2026Maohua Li, Qirui Li, Yanke Zhou +10Text-To-Image Diffusion ModelsLatent Reasoning Tokens

  6. Mage-Flow: An Efficient Native-Resolution Foundation Model for Image Generation and Editing

    Jul 21, 2026Xinjie Zhang, Peng Zhang, Shicheng Zheng +21Image GenerationMultimodal Diffusion Transformers

  7. One Rewrite to Fix Them All? Type-Aware Repair Allocation for Text-to-Image Prompt Optimization

    Jul 21, 2026Haoyue Liu, Xiaoyu Ma, Ye Chen +2Text-To-ImagePrior Prompt Optimization Techniques

  8. DuSPiT: Dual-Branch Sub-Patch Pixel Diffusion Transformer

    Jul 20, 2026Yunpeng Bai, Yossi Gandelsman, Michaël GharbiMultimodal Diffusion TransformersLarge-Scale Image Generation

  9. To Blend In, First Decouple: Rethinking Camouflage Image Generation via Context-Decoupled Representations

    Jul 20, 2026Wenzhuang Wang, Yifan Zhao, Mingcan Ma +4Large-Scale Image GenerationImage Generation

  10. MixDiffusion: Mixing Diffusion-based Uni-condition Text-to-Image Generation Models for Multi-condition Image Synthesis

    Jul 20, 2026Pengcheng Wan, Liang Han, Lin Xu +2Text-To-Image Diffusion ModelsText-To-Image

  11. Coarse-to-fine Framework for Generative MEF via Implicit Neural Representation

    Jul 20, 2026Sangmin Han, Jinho Kim, Jinwoo Kim +2Visible Image FusionLarge-Scale Image Generation

  12. Between Safe Boundaries: Exploiting Temporal Consistency for Jailbreaking Text-To-Video Generation Models

    Jul 19, 2026Xingkai Peng, Jun Jiang, Jiayang Liu +2Text-To-Video ModelsVideo Temporal Grounding

  13. UniNDM: A Unified Noise-driven Detection and Mitigation Framework Against Sexual Content in Text-to-Image Generation

    Jul 18, 2026Yao Huang, Yitong Sun, Huanran Chen +8Text-To-Image Diffusion ModelsText-To-Image

  14. Test-Time Registers as Global Priors for Tokenized Image Generation

    Jul 18, 2026Cheng-Yao Hong, Yifan Wang, Yuewei Lin +1Text-To-ImageAttention-Based Models

  15. Think, Plan, Paint: Layout-Aware Reasoning for Controllable Image Generation in Unified Models

    Jul 17, 2026Junhao Liu, Jian-Wei Zhang, Tao Huang +3Image GenerationMulti-Modal Large Language Models

  16. Debiasing Text-to-Image Evaluation via Implicit Cultural Alignment Reward Modeling

    Jul 17, 2026Bo-An Chang, Yu-Chih ChenText-To-ImageMultimodal Evaluation

  17. StructGen: Disambiguating Multi-Reference Image Generation via Structured Context Modeling

    Jul 17, 2026Jianing Peng, Mengyu Wang, Henghui Ding +6Large-Scale Image Generation

  18. Multi-Axis Max@K Reinforcement Learning for Representative Diversity in Text-to-Image Generation

    Jul 16, 2026Ku Onoda, Paavo Parmas, Hiroki Furuta +4Text-To-ImageText-To-Image Diffusion Models

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

    Jul 16, 2026Basim Azam, Hossein Rahmani, Naveed AkhtarText-To-ImageMultimodal Diffusion Transformers

  20. Rare Concept Generation via Counterfactual Inference in Diffusion Models

    Jul 16, 2026Zhengyuan Jiang, Haipeng Liu, Meng Wang +1Text-To-Image Diffusion ModelsDiscrete Diffusion Model

  21. Advanced Image Generation: Negative Prompt Optimization and Latent Classifier Guidance

    Jul 16, 2026Vaddi Charan Sai Nandan Reddy, Harini B, Chandana M SImage GenerationLarge Language Model Fine-Tuning

  22. Uni-AdaVD: Universal Concept Erasure for Visual Generation via Orthogonal Value Decomposition

    Jul 16, 2026Qifan Zhou, Yuan Wang, Yanbin Hao +4Concept ErasureVisual Generation

  23. Inference-Time Concept Suppression and Video-Centric Evaluation for Text-to-Video Models

    Jul 15, 2026Wenxuan Chen, Wenjie FengText-To-Video ModelsVideo Editing

  24. When T2I Synthetic Data Backfires: Amplified Privacy Risks in Real-Synthetic Mix Training

    Jul 15, 2026Na Li, Boyu Kuang, Hongsheng Hu +4Synthetic DataEfficient Privacy Loss

  25. Concurrent Image Understanding and Generation: Self-Correcting Coupled Markov Jump Processes

    Jul 14, 2026Minh-Quan Le, Armand Comas, Alexandros Lattas +7Multimodal GenerationLarge-Scale Image Generation

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

    Jul 14, 2026Guoxuan Chen, Chufeng Xiao, Haoran Yang +30Text-To-ImageMultimodal Generation

  27. DiTailed: Ensuring Visual Object Consistency in Text-Image-to-Image Flow Matching Models

    Jul 14, 2026Francesco Taioli, Daniel Coelho, Iaroslav Melekhov +4Image EditingLarge-Scale Image Generation

  28. Let RGB Be the Language of Vision

    Jul 14, 2026Timing Yang, Jinrui Yang, Xinlong Li +11Vision Foundation ModelsMultiple Vision Tasks

  29. SymbOmni: Evolving Agentic Omni Models via Symbolic Concept Learning

    Jul 13, 2026Jinxiu Liu, Jianru Li, Tanqing Kuang +4Visual GenerationContinual Learning Methods

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

    Jul 13, 2026Runhui Huang, Qihui Zhang, Zhe Liu +3Text-To-ImageShared Rewards

  31. Latent-Identity Tuning in Text-to-Image Personalization Models

    Jul 13, 2026Daniel Garibi, Ronen Kamenetsky, Hadar Averbuch-Elor +2Text-To-ImageFrozen Encoder

  32. MetaView: Monocular Novel View Synthesis with Scale-Aware Implicit Geometry Priors

    Jul 13, 2026Yufei Cai, Xuesong Niu, Hao Lu +3Novel View SynthesisGeometric Priors

  33. DynEval: Holistic Evaluations of T2I Generative Models in the Wild

    Jul 13, 2026Shyam Marjit, Dheeraj Baiju, Anuj Shikarkhane +3Text-To-ImageText-To-Video Models

  34. h-Flow: Flexible Flow-based Image Editing via Doob's h-Transform

    Jul 12, 2026Zehui Guo, Zhen Wang, Junwei Shu +3Image EditingText-To-Image

  35. Navigating the Open-Source Model Ecosystem: An Empirical Study of Creator Practices in Artistic Image Generation

    Jul 12, 2026Yiluo Wei, Yupeng He, Qiming Ye +1Image GenerationGenerative Models

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

    Jul 12, 2026Trang Nguyen, Shuang Wu, Runyan Tan +1Autoregressive Image GenerationText-To-Image

  37. IB-Flow: Information Bottleneck-Guided CFG Distillation for Few-Step Text-to-Image Generation

    Jul 10, 2026Yiting Wang, Jingyi Zhang, Wenhu Zhang +4Text-To-ImageContext Compression

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

    Jul 9, 2026Sophia Lichtenberg, Albert Gatt, Judith MasthoffText-To-ImageStereotype Mitigation

  39. DeltaV: Thinking with Visual State Updates in Unified Large Multimodal Models

    Jul 9, 2026Pengjie Wang, Linger Deng, Zujia Zhang +6Multimodal ReasoningText-To-Image

  40. AutoAnchor: Stable Diffusion Unlearning Using Cross-Attention as a Manifold Surrogate

    Jul 9, 2026Siyuan Wen, Jiahao Zeng, Ningning DingText-To-Image Diffusion ModelsExact Unlearning

  41. TMI: Text-to-Image Meets Image-to-Image for Complementary Data Synthesis to Boost Long-Tailed Instance Segmentation

    Jul 9, 2026Hyeonseop Song, Seokhun Choi, Hoseok DoImage-To-Image TranslationText-To-Image

  42. Reinforcing the Generation Order of Multimodal Masked Diffusion Models

    Jul 9, 2026Yidong Ouyang, Zhe Wang, Sourav Bhabesh +1Multimodal GenerationText-To-Image

  43. Stage-Aware Adaptation and Distribution Calibration for Subject-Driven Personalized Text-to-Image Generation

    Jul 8, 2026Wenyan Xu, Alizer WongText-To-ImageVideo-Text Alignment

  44. Tree-of-Thoughts Reasoning for Text-to-Image In-Context Learning

    Jul 8, 2026Stepanida Alekseeva, Jenifer Kalafatovich, Seong-Whan LeeText-To-ImageIn-Context Learning

  45. An Hybrid Quantum-Classical Diffusion Model for Image Generation

    Jul 8, 2026Qipeng Qian, Keli Deng, Yuntao QianHybrid Quantum Neural NetworksDiscrete Diffusion Model

  46. From RGB Generation to Dense Field Readout: Pixel-Space Dense Prediction with Text-to-Image Models

    Jul 7, 2026Zanyi Wang, Xin Lin, Haodong Li +2Dense PredictionSelf-Supervised Reconstruction Method

  47. PIPBench: A Profile-Inclusive Framework for Personalized Image Generation Evaluation

    Jul 7, 2026Yuhang Wu, Shuxiang Zhang, Wee Hian Ching +2Text-To-ImageText Generation

  48. TILDE: TILt-based Distributional Erasure for Concept Unlearning

    Jul 7, 2026Naveen George, Naoki Murata, Yuhta Takida +2Text-To-Image Diffusion ModelsConcept Erasure

  49. High-Resolution Artwork Outpainting with Global Blueprint Guidance and Layout Control

    Jul 7, 2026Junha Kim, Hyunjoon Park, Donghyeon ChoInpaintingCanvas

  50. AEGIS: A Mechanism-Guided Defense against Visual Synonym Jailbreaks in Text-to-Image Models

    Jul 7, 2026Yuanmin Huang, Zhenfei Zhang, Mi Zhang +5Text-To-Image Diffusion ModelsText-To-Image

  51. Patch Knowledge Transfer for Efficient AI-Generated Image Quality Assessment

    Jul 6, 2026Jiquan YuanImage Quality AssessmentLarge-Scale Image Generation

  52. Search Beyond What Can Be Taught: Evolving the Knowledge Boundary in Agentic Visual Generation

    Jul 6, 2026Haozhe Wang, Weijia Feng, Jinpeng Yu +8Visual GenerationGenerators

  53. Erasing Without Collateral Damage: Precise Concept Removal in Diffusion Models

    Jul 6, 2026Parth Upman, Nishita Jain, Shreyank N GowdaConcept ErasureText-To-Image Diffusion Models

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

    Jul 6, 2026Zi-Xiang Ni, Bo-Lun Huang, Teng-Fang Hsiao +2Text-To-Image Diffusion ModelsDenoising Trajectory

  55. LILAC: Layer-Wise Independent LoRAs and Cascaded Conditioning for Multi-Concept Customization of Diffusion Models

    Jul 6, 2026Marian Lupascu, Sebastian Ripa, Mihai Trascau +2Text-To-Image Diffusion ModelsLow-Rank Adaptation

  56. From Open Loop to Closed Loop: A Test-Time Iterative Optimization Framework for Reference-Consistent Image Generation

    Jul 6, 2026Baixuan Zhao, Xinyu Zhang, Huayu Zheng +4Large-Scale Image Generation

  57. Flash-BoN: Instant Drafts for Inference-Time Scaling in Diffusion Models

    Jul 5, 2026Ruchit Rawal, Reza Shirkavand, Sayak Paul +5Text-To-Image Diffusion ModelsText-To-Image

  58. DICT: Data Injection and Contrastive Trajectory Refinement for Conditional Image Generation with Diffusion Models

    Jul 4, 2026Chunnan Shang, Xin Zhang, Zhizhong Wang +1Large-Scale Image GenerationImage Generation

  59. Ghosts Beneath Textures: Texture-Relation Cues for Cross-Paradigm AI-Generated Image Detection

    Jul 4, 2026Haoyu Wang, Yiming Qin, Zhongjie Ba +4Ai-Generated Image DetectionImage Generation

  60. EmCom-Diffusion: Probing Visual Reflection in Emergent Languages via Image Generation

    Jul 4, 2026Haruumi Omoto, Tadahiro TaniguchiImage GenerationText-To-Image Diffusion Models