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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635 papers

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  1. IMPLICIT-Bench: Measuring Implicit Bias in Text-to-Image Models under Neutral Prompts

    Sep 21, 2026Yue Dai, Ziyang Liu, Marc Cheong +1Text-To-Image

  2. Beyond Emotion Prompts: Fine-Grained Text-to-Image Generation Driven by Valence-Arousal-Dominance

    Sep 21, 2026Minglang Li, Yueyue Fang, Xieping GaoText-To-ImageText Generation

  3. Paint-Anything: Unified Any-Color Control for Image Generation and Editing

    Sep 17, 2026Ji Xie, Dewei Zhou, Xinyu Huang +2Image Generation

  4. Refinement Is Inherently Editable: Training-Free Prompt-to-Prompt Image Editing with Generative Refinement Network

    Sep 17, 2026Yulong Chen, Ziqian Zhang, Haoyu Zhang +4Diffusion EditingImage Editing

  5. A Multi-Modal Generative Model for Tomato Disease Leaves Understanding

    Sep 17, 2026Khang Nguyen Quoc, Minh-Phuoc Tran, Gia-Han Truong +1Tomato DiseasesMultimodal Clinical Data

  6. Newer Is Not Fairer: Gender Stereotyping in Text-to-Image AI Across Model Generations

    Sep 16, 2026Shesh Narayan Gupta, Nik Bear BrownGenderText-To-Image

  7. What Do Hallucinations Reveal About Multimodal Reasoning? Diagnosing Visual Grounding Failures via Contrastive Decoding Probes

    Sep 15, 2026Zhipeng Zhao, Wenxu Wang, Peishun Liu +1Explicit Visual GroundingMultimodal Reasoning

  8. FRPSS: Feature Rearrangement in Pre-Shape Space for Single-Image Generation

    Sep 15, 2026Yuexing Han, Haoxuan Zhang, Bing WangLarge-Scale Image GenerationFrozen Contrastive Language-Image Pre-Training Visual Encoder

  9. FLAT: Resampling Image and Text into 1D Flexible-Length Aligned Transmodal Tokens for Retrieval and Generation

    Sep 15, 2026Guangyu Sun, Shlok Kumar Mishra, Wentao Bao +8Multi-Modal Representation LearningCross-Modal Learning

  10. Efficient Text-to-Image Generation: An Adaptive Step Schedule Controller for Diffusion Models

    Sep 15, 2026Kuluhan Binici, Cihan Acar, Shivam Aggarwal +2Text-To-Image Diffusion ModelsText-To-Image

  11. Reasoning with Image Generation

    Sep 14, 2026Nishad Singhi, Hector Garcia Rodriguez, Aditya Arora +2Visual GenerationImagination

  12. LynnReal-Omni: Native multi-modal Video Generation for Agentic Visual Workflows

    Sep 14, 2026Xiaofeng Mao, Peijia Lin, Shaohao Rui +3Visual GenerationMultimodal Diffusion Transformers

  13. GRACE: Adaptive Concept Erasure with Geometry-Guided Retention in Diffusion Models

    Sep 14, 2026Qinghui Gong, Yihuai Liang, Yuanlun Xie +3Concept ErasureText-To-Image Diffusion Models

  14. Certifying Concept Unlearning in Text-to-Image Diffusion Models

    Sep 14, 2026Mansi, Luca Marzari, Francesco LeofanteText-To-Image Diffusion ModelsText-To-Image

  15. Balancing Emotional Alignment and Semantic Consistency in Image Generation via Reinforcement Learning with Valence-Arousal Anchoring

    Sep 14, 2026Jisheng Dang, Zhenxuan Wang, Bin Li +3Image GenerationValence-Arousal Estimation

  16. Logit Refiner: Improving Visual Autoregressive Models via Intra-Scale Dependency Modeling

    Sep 12, 2026Meimingwei Li, Stefan Andreas Baumann, Felix Krause +1Visual Autoregressive ModelsText-To-Image

  17. Prompt Revision as a Source of Cultural Bias in Text-to-Image Systems

    Sep 12, 2026Aleksandra Urman, Elsa Lichtenegger, Salima Jaoua +7Text-To-ImageStereotype Mitigation

  18. AcFlow: Controlling Text-to-Image Diffusion Transformers via Learned Conditional Activation Flow

    Sep 12, 2026Junran Wang, Zehao Jin, Tianyu Luan +1Text-To-Image Diffusion ModelsTransformer Architectures

  19. A Multi-View and Confusion-Guided Ensemble Framework for Robust Synthetic Image Attribution

    Sep 11, 2026Zuomin QuSynthetic Image DetectionText-To-Image

  20. UFO: Chain-of-Evaluation for Omni-Condition Alignment in Multi-Modal Image Generation

    Sep 11, 2026Danning Zhang, Yijing Lin, Shuhan Zhuang +4Large-Scale Image GenerationImage Generation

  21. Programmable World Model

    Sep 9, 2026Zheng-Hui Huang, Guixu Lin, Jiacheng Lin +8Video World ModelsWorld Models

  22. Interpreting Object-Dependent Concept Brittleness in Text-to-Image Diffusion Models

    Sep 9, 2026Yifan Yuan, Xiangyu Liu, Hongming Shan +5Text-To-Image Diffusion ModelsDenoising Trajectory

  23. Efficient Fairness Auditing Across Guidance Scales in Text-to-Image Diffusion Models via Causal Abstraction

    Sep 8, 2026Nabila Tasfiha Rahman, Rajatsubhra Chakraborty, Depeng Xu +1Fairness AuditsText-To-Image Diffusion Models

  24. Studying Image Tokenizers as Visual Languages in Unified Multimodal Models

    Sep 8, 2026Siting Li, Zhengyang Wang, Simon Shaolei Du +2Unified Multimodal ModelsTokenization

  25. Marigold V2: Revisiting Diffusion Transformers for Monocular Depth Estimation

    Sep 8, 2026Igor Pavlovic, Thiemo Wandel, Anton Obukhov +6Monocular Depth EstimationMultimodal Diffusion Transformers

  26. Are Image Generators Zero-Shot Perceivers? A Rigorous Evaluation

    Sep 7, 2026Shangzhe Di, Zhaokai Wang, Weidi XieImage GenerationVisual Perception

  27. Editable Visual Design

    Sep 3, 2026Junyan Ye, Wei Liu, Dongzhi Jiang +9Visual GenerationAesthetics

  28. VisCAD: A Foundation Model Suite with Multimodal Industrial CAD Intelligence

    Sep 3, 2026JoyIndustrial VisCAD Team, Linxin Cai, Qiuhe Hong +10Computer-Aided Design3D Models

  29. EraseSAE: Surgical Concept Erasure in Text-to-Video Diffusion Models via Sparse Autoencoders

    Sep 3, 2026Xinghao Wang, Dong Li, Wei Yu +5Concept ErasureText-To-Image Diffusion Models

  30. SpatialGuard: Harness-Guided Verifiable Spatial Reasoning for Text-to-Image Generation

    Sep 1, 2026Ziyun Qian, Zizhi Chen, Yizhou Liu +33D Layout Generation3D Generative Models

  31. Gaussian Core LoRA: Distribution-Aware Dynamic Adaptation for Broad Concept Erasure

    Sep 1, 2026Qinghui Gong, Xunlei Chen, Yu-Xuan Zhang +2Concept ErasureText-To-Image Diffusion Models

  32. Jailbreaking Text-to-Image Models Through Cracks: Navigating Heterogeneous Safety Filters via Multi-Agent Debate

    Sep 1, 2026Kaiyan Wen, Shijie Zhang, Lu Yu +1JailbreaksText-To-Image

  33. IT-TextFusion: Iterative Text-Image Interaction with Text-Guided Residual Refinement for Degradation-Aware Image Fusion

    Sep 1, 2026Siyang Liu, Peiyi Zhou, Tianle Jin +3Visible Image FusionDiffusion Refinement

  34. Figures as Programs: Recursive Generation of Editable Scientific Figures

    Sep 1, 2026Yepeng Liu, Dasen Dai, Chengzhi Liu +7Scalable Vector GraphicVisual Generation

  35. From Terminology to Diagrams: Visual-Instruction Generation for Scientific Diagram Understanding

    Sep 1, 2026Raul Ortega, José Manuel Gómez-PérezDiagramsReasoning Graphs

  36. Denoising Diffusion Generative Models Secretly Calculate Attentions

    Sep 1, 2026Farzan Haddadi, Leila Monfared, Ebrahim Rezaii +3Multimodal Diffusion TransformersImage Generation

  37. Training-Free Inpainting Across Domains with a Frozen Text-to-Image Diffusion Model

    Sep 1, 2026Zhenhuan Wang, Fengyi YuanInpaintingText-To-Image Diffusion Models

  38. Advanced Pixel Diffusion Model with Guided Sparse Global Refinement

    Sep 1, 2026Weiyi You, Jinhua Zhang, Xingyu Zhou +3Diffusion RefinementLarge-Scale Image Generation

  39. Visual Framing for News Stance Detection via Image Generation

    Sep 1, 2026Dahyun Lee, Jiyoung Han, Kunwoo ParkTweet-Level Stance DetectionTask Framing

  40. GenScale: A Benchmark for Relative Object Scale in Image Generation and Editing

    Sep 1, 2026Lingxiao Li, Max Whitton, Ledell Wu +1Image GenerationSingle-Agent Baselines

  41. BRF-GS: Hyperspectral Bidirectional Reflectance Factor Modeling and Image Generation Based on 3D Gaussian Splatting

    Aug 31, 2026Yiling Yao, Wenjuan Zhang, Bowen Wang +3Image Generation

  42. LISynSeg: Data-Centric Label-to-Image Synthesis for Cross-Modality Whole-Heart Segmentation

    Aug 31, 2026Jiacheng Wang, Ivana Isgum, Ipek OguzWhole-Heart SegmentationCongenital Heart Disease

  43. RailSyn: Diagnosis-Guided Image Generation for Traceable Data Completion in Railway Foreign Object Detection

    Aug 31, 2026Quan Hao, Chenxi Zhang, Ziyang Tao +6Medical Image GenerationInpainting

  44. ContextBias: Controlled Evaluation of Bias Persistence Under Context Shift in Text-to-Image Models

    Aug 30, 2026Shaghayegh Kolli, Sina Emami, Moreno D'Incà +4Stereotype MitigationText-To-Image

  45. Do Vision-Language Models Agree on the Affective Qualities of Shape? A Cross-Model Audit for Generative Design Interfaces

    Aug 26, 2026Luca Bux, Thiago Rios, Ingo Scholtes +2Visual GenerationAffective

  46. WithEveryone: Unified Planning and Identity Grounding for Group Image Generation

    Aug 20, 2026Hengyuan Xu, Qixun Wang, Yiji Cheng +5Image GenerationIdentity

  47. SCULPT: Subtractive Composition for 3D Part Generation

    Aug 13, 2026Sikuang Li, Chen Yang, Jiemin Fang +53D ModelsSurface Reconstruction

  48. From Local Mismatch to Global Impact: Optimizing Cache Reuse Policy for Efficient Diffusion

    Aug 13, 2026Xichen Ye, Yifan Wu, Zhikang Xie +3Denoising TrajectoryCache

  49. Semantic Steering for Controllable Generation: Tuning-Free Concept Erasure in Multimodal Diffusion Transformers

    Aug 13, 2026Qiao Li, Xiaomeng Fu, Yuanshu Zhao +3Multimodal Diffusion TransformersConcept Erasure

  50. Erase but Preserve: Controllable Removal of Copyrighted Animation Characters via Optimized Semantic Anchors

    Aug 13, 2026Qiao Li, Xiaomeng Fu, Wangjia Yu +4Text-To-Image Diffusion ModelsConcept Erasure

  51. From Visual Widgets to UI Code: Efficient Tool-Grounded Generation

    Aug 12, 2026Houston H. Zhang, Tao Zhang, Li Gu +5Code GenerationVisual Generation

  52. MASCOT: Model-Aware Submodular Coverage for Composite-Attribute Text-to-Image Retrieval

    Aug 12, 2026Aaryan Sharma, Vishak Prasad C, Virendra Singh +1Composed Image RetrievalMultimodal Retrieval

  53. XYZFlow:Scaling Multi dimensional Shortcut Flows for Efficient Generative Modeling

    Aug 12, 2026Jinxiu Liu, Xuanming Liu, Kangfu Mei +2Generative Flow NetworksLarge-Scale Image Generation

  54. Do You See What You Draw? A Semantic Closed-Loop Framework for Holistic Evaluation of Unified Multimodal Models

    Aug 12, 2026Hao Zhang, Jiaxin Qi, Zhijiang Tang +1Unified Multimodal ModelsVisual Generation

  55. CoQui: A Coordinate-Conditioned Quantum Implicit Generative Adversarial Network for End-to-End Image Generation

    Aug 12, 2026Xue Yang, Rigui Zhou, ShiZheng Jia +7Variational Quantum CircuitsLarge-Scale Image Generation

  56. Fingerprinting Text-to-Image Diffusion Models via Collapsed Generation

    Aug 12, 2026Yuanmin Huang, Chen Chen, Geng Hong +5Text-To-Image Diffusion ModelsFingerprint

  57. Robustness of AI-Art Detectors under Generator Shift

    Aug 12, 2026Shivank Singh Thakur, Meien Li, Mark StampAi-Generated Image DetectionGenerative Artificial Intelligence

  58. Through Van Gogh's Eyes: Global Style Transfer with Diffusion Model

    Aug 12, 2026Jeongha Lee, Yujin Kim, Ghazanfar Ali +2Photorealistic Style TransferText-To-Image Diffusion Models

  59. Generative Semantic Segmentation via an Observable Semantic-Image Interface and Hierarchical Generator Evidence Alignment

    Aug 12, 2026Weize Cai, Yongqi Dong, Zhida Shao +1Dense Semantic SegmentationLarge-Scale Image Generation

  60. TangPoetryBench: A Multi-Dimensional Benchmark and Rubric-Conditioned Evaluator for Poetry-to-Image Generation

    Aug 11, 2026Haoqi Hu, Tongji Luo, Li Zhang +1PoetryText-To-Image