Image Generation

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15 papers in the last four weeks, up 88% on the four weeks before. 0.1% of all new papers.

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  1. Embedding Prediction Helps Image Generation

    Oct 1, 2026Sihan Xu, Ji Xie, Zilin Wang +2Diffusion TransformersImage Generation

    University of Michigan · Carnegie Mellon University

  2. AutoGUIWorld: Image Generators as Visual World Models for GUI Agent

    Oct 1, 2026Cheng Yang, Yifan Wu, Yutao Huang +18Visual GenerationAction Generation

    Hunyuan AI Data Team

  3. Personalized Image Generation with Reasoning and Reflection

    Sep 30, 2026Bo Ni, Ngoc N. Tran, Qinwen Ge +10Image GenerationPersonalization

    Vanderbilt University · Adobe Systems · University of Maryland, College Park +1

  4. Typographic Attack Against VLM-based AI-generated Image Detection

    Sep 30, 2026Eunmin Lee, Jungwoo Kim, Jong-Seok LeeAi-Generated Image DetectionTamper Localization

    School of Integrated Technology, Yonsei University

  5. CAST: Causal Advantage-Structured Training with Spatially Grounded Compositional Rewards for Diffusion Models

    Sep 30, 2026Shu Yu, Chaochao LuDiffusion ModelsImage Generation

    Shanghai Artificial Intelligence Laboratory, Shanghai, China · Shanghai Innovation Institute, Shanghai, China · Fudan University, Shanghai, China

  6. VIF-Bench: Evaluating Visual Instruction Following in Multi-Reference Image Generation

    Sep 29, 2026Yuta Oshima, Masakazu Yoshimura, Masahiro Suzuki +2Multi-Reference Image GenerationMultimodal Generation

    The University of Tokyo

  7. Lagrangian--Hamiltonian Flows for Video Prediction and Image Generation: A Symplectic Perspective

    Sep 28, 2026Jiawei HuInvertible FlowsFuture Video Prediction

    Department of Mathematics and Statistics, Boston University

  8. EndoFSA: Endoscopic Few-Shot Image Generation via Rank-Constrained Parameter Adaptation

    Sep 24, 2026Panagiota Gatoula, Grigoris Karypidis, Dimitris K. IakovidisColonoscopyImage Generation

    Dept. of Computer Science and Biomedical Informatics University of Thessaly Lamia, Greece

  9. EIB-Net: Entropy-Guided Information Bottleneck for Generalizable AI-Generated Image Detection

    Sep 24, 2026Zhida Zhang, Xinlei Ma, Jie CaoAi-Generated Image DetectionImage Generation

    School of Artificial Intelligence, UCAS & NLPR, CASIA Beijing, China · School of Advanced Interdisciplinary Sciences, UCAS & NLPR, CASIA Beijing, China · NLPR, Institute of Automation, Chinese Academy of Sciences Beijing, China

  10. ASAP: Visual Analytics for Identifying and Analyzing Image Patterns in AI-generated Images

    Sep 23, 2026Jinbin Huang, Yuki Ueno, Chen Chen +4Ai-Generated Image DetectionDeepfake Detection

    Arizona State University, AZ, US · University of Maryland, MD, US · Fujitsu Research of America, PA, US +1

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

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

    ByteDance Seed · Zhejiang University · Nanjing University

  12. 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 DetectionQuery Image

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

    Sep 14, 2026Jisheng Dang, Zhenxuan Wang, Bin Li +3Multi-Reference Image GenerationImage Generation

    School of Information Science & Engineering, Lanzhou University, Lanzhou 730000, China · School of Environmental and Spatial Informatics, China University of Mining and Technology, Xuzhou 221116, China · College of Computer Science and Software Engineering, Shenzhen University, Shenzhen 518060, China +2

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

    Sep 11, 2026Danning Zhang, Yijing Lin, Shuhan Zhuang +4Multimodal GenerationMulti-Reference Image Generation

    University of Science and Technology of China · Independent Rsesearcher · Shenzhen University +1

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

    Sep 7, 2026Shangzhe Di, Zhaokai Wang, Weidi XieZero-Shot RobustnessImage Generation

    Shanghai Jiao Tong University, China

  16. Denoising Diffusion Generative Models Secretly Calculate Attentions

    Sep 1, 2026Farzan Haddadi, Leila Monfared, Ebrahim Rezaii +3Denoising Diffusion Probabilistic ModelImage Generation

    School of Electrical Engineering, Iran University of Science & Technology, Tehran, IRAN · Independent researcher

  17. Visual Framing for News Stance Detection via Image Generation

    Sep 1, 2026Dahyun Lee, Jiyoung Han, Kunwoo ParkTask FramingHeadlines

    Soongsil University · KAIST

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

    Sep 1, 2026Lingxiao Li, Max Whitton, Ledell Wu +1Image GenerationIndoor Scene Generation

    Boston University · Creatify AI

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

    Aug 31, 2026Yiling Yao, Wenjuan Zhang, Bowen Wang +3Hyperspectral ImageSolar Irradiance

    Aerospace Information Research Institute, Chinese Academy of Sciences, Beijing 100094, China · International Research Center of Big Data for Sustainable Development Goals, Beijing 100094, China · University of Chinese Academy of Sciences, Beijing 100049, China

  20. 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

    1The School of Information Science and Technology, Beijing University of Technology · 2Pratt School of Engineering, Duke University · 3Academy of Mathematics and Systems Science, Chinese Academy of Sciences +3

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

    Aug 20, 2026Hengyuan Xu, Qixun Wang, Yiji Cheng +5Image GenerationSimilarity and Metrics

    1Fudan University · 2Hunyuan, Tencent · 3The University of Hong Kong

  22. MarkNull: Model-Agnostic Watermark Removal in AI-Generated Images via On-Manifold Latent Manipulation

    Aug 10, 2026Jie Cao, Qi Li, Zelin Zhang +4WatermarksAi-Generated Image Detection

    Queen’s University, Canada · University of Waterloo, Canada

  23. RL-Native Distillation: Exploiting Scored Trajectories for Few-Step Image Generation

    Aug 10, 2026Yuhan Li, Fangao Zeng, Sicong Kang +7Diffusion-Based Reinforcement Learning MethodsImage Generation

    Shanghai Jiao Tong University · Taobao & Tmall group of Alibaba

  24. High-Quality Exposure Correction with Diffusion-Based Image Generation Priors

    Aug 9, 2026Ziwen Li, Meng Cao, Jinpu Zhang +4Image Generation

    National Key Laboratory of Science and Technology on Multispectral Information Processing, School of Artificial Intelligence and Automation, Huazhong University of Science and Technology, Wuhan 430074, China · Mohamed bin Zayed University of Artificial Intelligence, Abu Dhabi, UAE · National University of Defense Technology, Changsha, China +1

  25. HRDiT: Training-Free High-Resolution Image Generation with Off-the-Shelf Diffusion Transformer Models

    Aug 7, 2026Yu Xue, Haoxuan Qu, Zhuoling Li +5Diffusion TransformersText-To-Image

    Lancaster University, Lancaster, UK · South China University of Technology, Guangzhou, China · NVIDIA AI Tech Centre, Singapore

  26. Beyond Starry Night: Shortcut-Aware Control-State Planning for Artist-Grounded Text to Image Generation

    Aug 7, 2026Kuan Xing, Ye Wang, Changyi Gan +4Image GenerationArtistic Ownership

    Jilin University · Adobe · University of Wisconsin

  27. Controllable Clothing: Precise Labels and Generation for Virtual Try-On with Latent Diffusion Models

    Aug 6, 2026Max Rehman LinderVirtual Try-OnGarments

    PUBLICIS RESOURCES GENAI TEAM · ÉCOLE POLYTECHNIQUE

  28. DynaPix: Can Vision-Language Models Identify the Exact Future?

    Aug 6, 2026Thong Nguyen, Vinh-Hien Do, Quynh Vo +2Dense Temporal AnnotationScene Understanding

    Centre for AI Research, VinUniversity · National University of Singapore

  29. ToolArtist: Tool-Using Unified Multimodal Models for Agentic Image Generation

    Aug 5, 2026Jiahao Zhao, Xiaomin Yu, Zhongxiang Sun +5Image GenerationMultimodal Generation

    1RUC · 2HKUST(GZ) · 3NUS +1

  30. Poly-OPD: Heterogeneous Multi-Teacher On-Policy Distillation for Capability-Selectable Flow Models

    Aug 5, 2026Siming Fu, Haojun Xu, Ruizhe He +9Aware Heterogeneous Multi-Teacher Multimodal On-Policy DistillationUni-Opd

    1Joy Future Academy · 2Zhejiang University · 3Beihang University

  31. Assessment of Conditional Diffusion Model for Synthetic Histopathology Image Generation

    Aug 4, 2026Seyed Kahaki, Shijie Li, Weijie Chen +1Medical Image GenerationSynthetic Image Detection

    Division of Imaging, Diagnostics, and Software Reliability, U.S. Food and Drug Administration (FDA)

  32. UniWorld-Design: From Pixel Generation to Layer-Native Design

    Aug 4, 2026Zongjian Li, Zhiyuan Yan, Chenxu Bai +9Image GenerationMultimodal Generation

    UniWorld Team1,2∗

  33. What to Edit Next: Visually Aligned Image-Editing Follow-Up Suggestions in Conversational Systems

    Aug 3, 2026Zhijing Zhang, Jinpeng Yu, Xin Song +6Image EditingMulti-Reference Image Generation

    1Qwen Business Unit of Alibaba · 2Southeast University

  34. Investigating Social Bias in Narrative Image Generation

    Aug 3, 2026Junyeong Park, Sowon Min, Euna Jang +5Image GenerationVideo Storytelling

    KAIST, South Korea

  35. A Benchmark Dataset for MLLM-Generated Image Detection: GPT Image2 & Nano Banana2

    Aug 2, 2026Zirui Zhang, Yinbo Yu, Donghai Guan +3Ai-Generated Image DetectionImage Generation

    College of Computer Science and Technology, Nanjing University of Aeronautics and Astronautics, Nanjing 210016, China · College of Artificial Intelligence, Nanjing University of Aeronautics and Astronautics, Nanjing 210016, China · School of Computer Science and Technology, Harbin Institute of Technology, Harbin 150001, China

  36. Generated Images Are Easier to Forget: A Machine Unlearning Perspective for Synthetic Image Detection

    Aug 1, 2026Jun Nie, Yonggang Zhang, Tongliang Liu +3Synthetic Image DetectionUnsupervised Detection

    University of Science and Technology of China · Hong Kong Baptist University · The Hong Kong University of Science and Technology +1

  37. Where Does Generative Difficulty Reside? An Empirical Study of Target Representations

    Aug 1, 2026Marcel Plocher, Bernhard Schölkopf, Andreas Geiger +1Star-VaeImage Generation

    University of Tübingen, Tübingen, Germany · ETH Zürich, Zürich, Switzerland · Max Planck Institute for Intelligent Systems, Tübingen, Germany +2

  38. Element-Aware Group Learning for E-Commerce Image Generation

    Aug 1, 2026Jingtong Chen, Jiahui Wang, Xue Zhao +2Multi-Reference Image GenerationImage Generation

  39. Contrastive Parameter Disentanglement for Multi-modal Remote Sensing Image Generation

    Jul 26, 2026Yu Zhang, Wenda Zhao, Haojun Tang +1Multimodal Contrastive LearningRemote Sensing

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

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

    School of Computer Science and Engineering, Southeast University · 2Key Laboratory of Computer Network and Information Integration (Southeast University), Ministry of Education · The Hong Kong Polytechnic University +1

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

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

    Microsoft Mage Team

  42. Anticipate Before Acting: Future-State-Conditioned Vision-Language Navigation

    Jul 20, 2026Lingfeng Zhang, Zhanguang Zhang, Liheng Ma +2Vision-Language NavigationRecent Vision-Language Models

    Noah’s Ark Lab, 2012 Labs, Huawei · Department of Foundation model, 2012 Labs, Huawei

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

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

    State Key Laboratory of Virtual Reality Technology and Systems, SCSE & QRI, Beihang University · Geely Automobile Research Institute (Ningbo) Co., Ltd, AI Center, Geely

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

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

    Hunyuan, Tencent · School of Computer Science, Peking University

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

    Jul 12, 2026Yiluo Wei, Yupeng He, Qiming Ye +1Multi-Reference Image GenerationImage Generation

    The Hong Kong University of Science and Technology (Guangzhou)

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

    Jul 11, 2026Dexiang Hong, Yijie Guo, Weidong Chen +4Image GenerationArtistic Ownership

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

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

    Jul 8, 2026Qipeng Qian, Keli Deng, Yuntao QianHybrid Quantum-Classical PipelineQubit

    Program of Applied Mathematics, Department of Mathematics, University of Arizona, Tucson, USA · College of Computer Science and Technology, Zhejiang University, Hangzhou, China

  48. 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

    State Key Laboratory of Blockchain and Data Security, Zhejiang University · Alibaba Group

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

    Jul 4, 2026Haruumi Omoto, Tadahiro TaniguchiLanguage AcquisitionImage Generation

    Graduate School of Informatics, Kyoto University, Kyoto, Japan · Research Organization of Science and Technology, Ritsumeikan University, Shiga, Japan

  50. Bridge-WA: Learning Action-Relevant World Dynamics for Robotic Manipulation

    Jul 2, 2026Yongjie Bai, Mingtong Dai, Zhouxia Wang +5Efficient World-Action ModelWorld Models

    Sun Yat-sen University · Pengcheng Laboratory · Shenzhen Institutes of Advanced Technology, Chinese Academy of Sciences +1

  51. MIBE: Multi-subject Interaction Benchmark and Evaluator for Personalized Image Generation

    Jul 1, 2026Zhihan Chen, Yuhuan Zhao, Yijie Zhu +7Multi-Reference Image GenerationImage Generation

    University of California, Los Angeles · University of Southern California · DeerLab LLC +5

  52. Post-Training Pruning for Diffusion Transformers

    Jul 1, 2026Chengzhi Hu, Xuewen Liu, Jing Zhang +3Diffusion TransformersTransformer Architectures

    Institute of Automation, Chinese Academy of Sciences · School of Artificial Intelligence, University of Chinese Academy of Sciences

  53. InstanceControl: Controllable Complex Image Generation without Instance Labeling

    Jun 30, 2026Xiaoyu Liu, Huan Wang, Fan Li +4Multi-Reference Image GenerationImage Generation

    Harbin Institute of Technology, Harbin, China · HUAWEI Noah’s Ark Lab, Shenzhen, China

  54. How LLMs See Creativity: Zero-Shot Scoring of Visual Creativity with Interpretable Reasoning

    Jun 29, 2026William Orwig, Roger E. BeatyCreativityMultimodal Large Language Models

    Harvard University, Department of Psychology, Cambridge, MA, USA · Pennsylvania State University, Department of Psychology, University Park, PA, USA

  55. ScaleErasure: Inference-Time Minimal Intervention for Precise Concept Erasure in Next-Scale Autoregressive Image Generation

    Jun 28, 2026Cong Wang, Haiyu Wu, Zhiwei Jiang +4Autoregressive Image GenerationConcept Erasure

    State Key Laboratory for Novel Software Technology, Nanjing University · National University of Singapore

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

    Jun 27, 2026Achin Jain, Jie An, Siddharth Chaudhary +1Modern Text-To-Image ModelsImage Generation

    Amazon AGI

  57. Generative AI Literacy Training Improves Intelligence Analysts' Discrimination of Real and AI-Generated Images

    Jun 26, 2026Negar Kamali, Candice Rockell Gerstner, Jessica Hullman +1Ai-Generated Image DetectionDeepfake Detection

    Department of Computer Science, Northwestern University · Ryan Institute on Complexity, Northwestern University · Research Directorate and AI Security Center, National Security Agency +1

  58. Parallel Rollout Approximation for Pixel-Space Autoregressive Image Generation

    Jun 26, 2026Jiayi Xu, Di He, Guolin KeAutoregressive Image GenerationImage Generation

    Peking University · DP Technology

  59. CSD: Content-aware Speculative Decoding for Efficient Image Generation

    Jun 26, 2026Mingcheng Wang, Junbo Qiao, Yunchen Li +8Autoregressive Image GenerationSpeculative Decoding

    East China Normal University · Huawei Foundation Model · Key Laboratory of Advanced Theory and Application in Statistics and Data Science-MOE

  60. AI-Generated Image Recognition via Fusion of CNNs and Vision Transformers

    Jun 26, 2026Xuan-Bach Mai, Hoang-Minh Nguyen-Huu, Quoc-Nghia Nguyen +3Synthetic Image DetectionAuthenticity

    University of Science, VNU-HCM, Ho Chi Minh City, Vietnam · Vietnam National University, Ho Chi Minh City, Vietnam