Text-to-Image Generation

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Period ending 2026-09-14

15 new papers

A weekly snapshot of new work published in Text-to-Image Generation.

Period ending 2026-09-07

6 new papers

A weekly snapshot of new work published in Text-to-Image Generation.

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  1. Beyond Pixel Similarity: Task-Aware Evaluation of GAN-Based Synthetic Sonar Data for Robotic Perception

    Sep 16, 2026Hannan Ejaz Keen, Muhammad Moazam Fraz, Karsten BernsSonarSynthetic Image Detection

  2. Unifying Semantic Priors and High-Frequency Traces: Enhancing V-JEPA with Mixture-of-Experts for Robust Synthetic Image Forensics

    Sep 15, 2026Simone Teglia, Irene AmeriniDeepfake DetectionSynthetic Image Detection

  3. 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 Models

  4. Reasoning with Image Generation

    Sep 14, 2026Nishad Singhi, Hector Garcia Rodriguez, Aditya Arora +2Visual GenerationLLM Reasoning Methods

  5. ChatGPT Images 2.5 in the Wild: A Launch-Period Dataset and Detector Evaluation

    Sep 14, 2026Dennis Ng, Xingyu Shen, Ankit Raj +6Ai-Generated Image Detection

  6. Enabling and Understanding Personalization in AI-Generated Advertising Imagery

    Sep 14, 2026Victor Kolominsky-Rabas, Leopold Müller, Claudius Budcke +2Ai-Generated Images

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

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

  8. Physics-Aware Video Generation via Agentic Planning and Graph-Guided Optimization

    Sep 14, 2026Minh-Loi Nguyen, Xuan-Vu Le, Thanh-Toan Do +3Visual Generation

  9. I Am AdMan: A Pipeline for Automatic Generation of Personalized Advertising Imagery

    Sep 14, 2026Victor Kolominsky-Rabas, Leopold Müller, Claudius Budcke +1Ai-Generated Images

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

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

  11. 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

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

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

  13. From Evaluation to Enhancement: Benchmarking and Improving Think-with-Video Reasoning for Video Generative Models

    Sep 12, 2026Meng Luo, Yicheng Liu, Jiahao Wang +5Video UnderstandingVisual Generation

  14. HALDETECT at ImageEval 2026 Shared Tasks: Answer-First Contrastive Grounding with QLoRA

    Sep 12, 2026Syed Mohaiminul Hoque, Md Sakhawat HossainHallucination Detection FrameworkLarge Multimodal Models

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

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

  16. Beyond Visual Quality: Evaluating Physical Consistency under Ego-Motion with EgoGenEval

    Sep 12, 2026Yilin Long, Chenming Zhu, Zitang Gou +2Ego-MotionCamera Control

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

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

  18. Multimodal Taxonomic Conditioning for Generative Plankton Imagery

    Sep 10, 2026Daniela Ivanova, Ozgu Goksu, Nicolas PugeaultIn-Situ Plankton ClassifiersUnconditional Image Generation

  19. Vidu S2: Real-Time Interactive, Editable, and Spatial Video Generation

    Sep 10, 2026Jintao Zhang, Kai Jiang, Jintao Chen +32Cinematic Video GenerationVisual Generation

  20. Programmable World Model

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

  21. 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

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

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

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

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

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

    Sep 7, 2026Shangzhe Di, Zhaokai Wang, Weidi XieAi-Generated ImagesVisual Perception

  25. VoT: Vision-of-Thought for Unified Multimodal Representation Alignment

    Sep 7, 2026Jingxiang Sun, Chao Liao, Zhengxiong Luo +6Vision-Language AlignmentText-To-Image Models

  26. Editable Visual Design

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

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

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

  28. 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

  29. IDSPACE: A Novel Document Generator for Reliable Evaluation of Digital Identity Verification Systems [Extended Technical Report]

    Sep 2, 2026Lulu Xie, Yancheng Wang, Kanchan Chowdhury +3Synthetic DataSynthetic Image Detection

  30. Swin Meets EfficientNet: Lightweight Architectures for GAN-Based Face Forensics

    Sep 1, 2026Sejuti Basu, Ashima Sood, Vijay Kumar +1Face GenerationSynthetic Image Detection

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

    Sep 1, 2026Ziyun Qian, Zizhi Chen, Yizhou Liu +33D Layout GenerationText-To-3D Generation

  32. 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

  33. EdiTikZ: Scientific Figure Editing from Revision Trajectories

    Sep 1, 2026Christian Greisinger, Zhixue Zhao, Steffen EgerText-To-Image ModelsSketches

  34. 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 FusionText-To-Image Diffusion Models

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

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

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

    Sep 1, 2026Raul Ortega, José Manuel Gómez-PérezDiagramsKnowledge-Based Visual Question Answering

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

    Sep 1, 2026Zhenhuan Wang, Fengyi YuanContext-Conditioned InpaintingText-To-Image Diffusion Models

  38. Mind the Rift: Cross-Scale Coupling Mismatch for AI-Generated Video Detection

    Sep 1, 2026Siyu Li, Jin Yang, Weiheng LiangDigital ForensicsAi-Generated Image Detection

  39. Physically Plausible Video Generation via Visual-Semantic Chain-of-Events Conditioning

    Sep 1, 2026Zixuan Wang, Yixin Hu, Wen Li +4Cinematic Video GenerationHuman Motion Generation

  40. ExpArt-KG: Artwork Image Description Generation through Iterative Exploration of Knowledge Graphs

    Sep 1, 2026Yuta Kato, Shintaro Ozaki, Kazuki Hayashi +4Ai-Generated ImagesKnowledge Graphs

  41. Autoregressive Mosaics: Probing 2D Spatial Reasoning in Text-Only Language Models

    Aug 31, 2026Ashwin Nedungadi, Stefan Oehmcke, Stefan LüdtkeText-To-Image ModelsSpatial Reasoning

  42. ImageEval 2026: Culturally Grounded Arabic Multimodal Evaluation

    Aug 31, 2026Samir Abdaljalil, Hunzalah Hassan Bhatti, Ahlam Bashiti +11Multimodal EvaluationEvaluation Benchmarks

  43. Frontier vision-language models have overtaken young adults at detecting AI-generated portraits -- but not their calibration

    Aug 31, 2026Sunwhi Kim, Sunyul Kim, Meounggun Jo +1Ai-Generated Image DetectionPortraits

  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 Models

  45. Hierarchical Channel Stacking: A Structured Decision Framework for AI-Generated Image Detection

    Aug 27, 2026Saifullah Shoaib, Akash Borigi, Rupendra Lekkala +5Synthetic Image DetectionAi-Generated Image Detection

  46. 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 GenerationComputer-Aided Design

  47. SCULPT: Subtractive Composition for 3D Part Generation

    Aug 13, 2026Sikuang Li, Chen Yang, Jiemin Fang +5Representation-Based Dynamic ReconstructionText-To-Image

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

    Aug 13, 2026Xichen Ye, Yifan Wu, Zhikang Xie +3Diffusion ModelsDenoising Trajectory

  49. SPARED: Reasoning-Based AI-Generated Image Detection via Adversarially Edited Data

    Aug 13, 2026Yicheng Bao, Xiahui Guo, Xuhong Wang +1Ai-Generated Image DetectionForgeries

  50. Structured Local Differential Modeling for AI-Generated Image Detection

    Aug 13, 2026Jiazhen Yang, Ruijin Jin, Junjun Zheng +3Ai-Generated Image DetectionForgeries

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

    Aug 13, 2026Qiao Li, Xiaomeng Fu, Wangjia Yu +4AnimationText-To-Image Diffusion Models

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

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

  53. 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 +1Multimodal GenerationVisual Generation

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

    Aug 12, 2026Xue Yang, Rigui Zhou, ShiZheng Jia +7High-Performance Image Generation ModelsVariational Quantum Circuits

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

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

  56. Robustness of AI-Art Detectors under Generator Shift

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

  57. 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

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

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

  59. AdvFD: Boosting Visual Generation via Adversarial Fr'echet Distance Loss

    Aug 11, 2026Mingju Gao, Jingkai Zhou, Kun Gai +2Fréchet Inception DistanceFlow-Matching Loss

  60. PEAK: Precise and Persistent Concept Erasure via k-Sparse Autoencoders

    Aug 11, 2026Man Jiang, Ouxiang Li, Weibao Xue +4Concept ErasureText-To-Image Diffusion Models