Image Generation

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25 papers in the last four weeks, up 79% on the four weeks before. 0.2% of all new papers.

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

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

    UniWorld Team1,2∗

  2. FlowForm: Synergizing Fluid Physics with Topological Consistency for Satellite Flood Synthesis

    Aug 4, 2026Zhang Weihui, Wang Ruizhi, Xu Hongye +3Physics-Informed Generative ModelingSynthetic Data Augmentation

    Zhejiang University, Zhejiang, China

  3. MultiCompose: Multi-Concept Personalized Composition with Per-Subject Attribute Binding

    Aug 4, 2026Ruirui Zhang, Zhengkai Zhao, Pan GaoImage GenerationCompositional T2I Generation

    Nanjing University of Aeronautics and Astronautics College of Computer Science and Technology Nanjing, Jiangsu, China · Nanjing University of Aeronautics and Astronautics College of Artificial Intelligence Nanjing, Jiangsu, China

  4. HyperbolicDiffusion: Sharp & Scalable Tiled Generation on the Hyperbolic Plane

    Aug 4, 2026Hugo Caselles-DupréDiffusion SamplingImage Generation

    Obvious Research Paris, France

  5. Bridging Online and Offline Handwriting via Differentiable Physical Rendering

    Aug 4, 2026Seonmi Park, Seunghyun Shin, Vihaan Misra +4Differentiable RenderingImage Generation

    GIST · CMU · Yonsei University +1

  6. CMuon: Accelerating and Stabilizing Diffusion Transformer Training via Chunked Momentum Orthogonalization

    Aug 3, 2026Chuyan Chen, Peng Sun, Kun YuanDiffusion TransformerImage Generation

    1Peking University · 2Westlake University · 3Zhejiang University

  7. One-Sided Quantile Coupling for Flow Matching

    Aug 2, 2026Jin-Young Kim, So-Yoon Cho, Hyun-Gyoon KimFlow MatchingImage Generation

    Independent Researcher · Division of Finance & AI, Hankuk University of Foreign Studies · Dept. of Financial Engineering, Ajou University

  8. CopyCat: Improving Fine-Grained Subject Consistency in Subject-to-Image Models within Seconds

    Aug 1, 2026Peng Zheng, Ruiqi Liu, Rui Ma +1Diffusion TransformerSubject-Driven Image Generation

    School of Artificial Intelligence, Jilin University · 2Shanghai Innovation Institute · 4Engineering Research Center of Knowledge-Driven Human-Machine Intelligence, MOE, China +1

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

    Aug 1, 2026Marcel Plocher, Bernhard Schölkopf, Andreas Geiger +1Image GenerationAutoregressive Image Generation

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

  10. InstancePin: Instance-Addressable Layout-to-Image Diffusion via Coordinate Pinning

    Aug 1, 2026Chaoyue Wu, Yunfei Zhang, Si WuConditional Image GenerationImage Generation

    School of Computer Science and Engineering, South China University of Technology, Guangzhou, Guangdong, P. R. China · School of Future Technology, South China University of Technology, Guangzhou, Guangdong, P. R. China

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

    Aug 1, 2026Jingtong Chen, Jiahui Wang, Xue Zhao +2Group Relative Policy OptimizationImage Generation

  12. WaiT for the Signal: Simple Frequency-Aware Flow-Matching

    Jul 30, 2026Krunoslav Lehman Pavasovic, Théophane Vallaeys, Stéphane Mallat +4Flow MatchingImage Generation

    1FAIR, Meta · 2École Normale Supérieure, Paris · 3Sorbonne University, Paris

  13. RefineSVG: Visual Feedback-Driven Reinforcement Learning for Image-to-SVG Generation

    Jul 30, 2026Shaobo Liu, Feiqiao Mao, Shuaishuai Zhou +4Image GenerationLarge Vision-Language Models

    Shenzhen University · Shenzhen, China · Peking University +1

  14. Explorative Modeling: Unlocking a Third Pretraining Axis and End-to-End Generation

    Jul 29, 2026Alexi Gladstone, Heng Ji, Yilun DuImage GenerationGenerative Modeling

    1UIUC · 2Harvard

  15. LumaGuide: Distribution Shaping for Training-Free HDR Generation in Diffusion Models

    Jul 28, 2026Bowen Chen, Shreshth Saini, Balu Adsumilli +1Diffusion Model GuidanceImage Generation

    The University of Texas at Austin · Google/YouTube · University of Colorado Boulder

  16. Noise-Robust Conditional Flow Matching: Generating Clean Samples from Noisy Datasets

    Jul 28, 2026Adrian Urbański, Gabriel della Maggiora, Artur YakimovichFlow MatchingImage Generation

    Center for Advanced Systems Understanding (CASUS), Görlitz, Germany · Helmholtz-Zentrum Dresden-Rossendorf e. V. (HZDR), Dresden, Germany · Institute of Computer Science, University of Wrocław, Wrocław, Poland +2

  17. Diff-ID: Identity Consistent Facial Image Generation and Morphing via Diffusion Models

    Jul 27, 2026Taimoor Rizwan, Sara Atito, Muhammad Awais +2Image GenerationIdentity-Preserving Image Generation

    Centre for Vision, Speech and Signal Processing (CVSSP) University of Surrey Guildford, United Kingdom · School of Artificial Intelligence and Computer Science Jiangnan University Wuxi, China

  18. MicroZoom: Structure-Preserving Detail Synthesis at Extreme Scale

    Jul 27, 2026Huy Huynh, Jingwei Ma, Brian Curless +2Image GenerationTexture Synthesis

    University of Washington, USA

  19. TreeAdapter: Hierarchical Taxonomy-Guided Adapter Composition for Fine-Grained Species Image Generation

    Jul 27, 2026Yuze Sun, Zhongjie Duan, Yingda ChenHierarchical Representation LearningImage Generation

    ModelScope Team, Alibaba Group

  20. UniGen-AR: Unifying Visual Generation with Auto-Regressive Modeling

    Jul 27, 2026Zhipeng Bao, Zhen Zhu, Nupur Kumari +4Unified Multimodal ModelsVisual Autoregressive Models

    1Carnegie Mellon University · University of Illinois Urbana-Champaign · 3Toyota Research Institute

  21. Manifold-Constrained Noise Optimization for Diverse Diffusion Sampling

    Jul 27, 2026Qitan Shi, Cheng Jin, Ziyuan Liu +1Diffusion Model SamplingImage Generation

    Tsinghua University

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

    Jul 26, 2026Yu Zhang, Wenda Zhao, Haojun Tang +1T2I GenerationImage Generation

  23. Oxygen-TryOn: Fashion-Native Foundation Model for Any-item Virtual Try-On

    Jul 23, 2026Yong Liu, Xiaolong Fu, Zihang Xu +10Virtual Try-OnConditional Image Generation

    Oxygen AIGC Group & Joy Future Academy, JD

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

    Jul 23, 2026Xu Wang, Kaixiang Yao, Miao Pan +4Spatial Reasoning BenchmarksVisual Spatial Reasoning

    OmniAI Group of ZJU ACES Lab

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

    Jul 21, 2026Yuan Wang, Yongchao Du, Mengting Chen +4Image GenerationRL for Image Generation

    1Alibaba Group · 2Tsinghua University · 3Johns Hopkins University‌

  26. ROMS-IMLE: A Minimalist Approach to Competitive Single-Step Generative Modelling

    Jul 21, 2026Chirag Vashist, Ke LiImage GenerationOne-Step Generative Modeling

    APEX Lab · Simon Fraser University · Simon Fraser University, Amii and CIFAR

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

    Jul 20, 2026Wenzhuang Wang, Yifan Zhao, Mingcan Ma +4Disentangled Representation LearningConditional Image Generation

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

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

    Jul 17, 2026Junhao Liu, Jian-Wei Zhang, Tao Huang +3Unified Multimodal ModelsImage Generation

    Hunyuan, Tencent · School of Computer Science, Peking University

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

    Jul 17, 2026Jianing Peng, Mengyu Wang, Henghui Ding +6Image GenerationCompositional Image Generation

    Institute of Information Science, Beijing Jiaotong University, Beijing, China · Visual Intelligence + X International Joint Laboratory of the Ministry of Education, Beijing, China · MT Lab, Meitu Inc, Beijing, China +2

  30. Self-Consistent Flow: Unifying Velocity and Endpoint Prediction for Rectified Flow Models

    Jul 13, 2026Xu Han, Jiajing Hu, Li-Ping LiuRectified FlowImage Generation

    Department of Computer Science Tufts University