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. From Prompting to Composing: A Spatial Canvas Interface for Poster Generation

    Oct 8, 2026Yitong Wang, Fangyun Wei, Jinjing Zhao +5Controllable Image GenerationImage Generation

    Fudan University · Microsoft Research · The University of Sydney +3

  2. Velocity Scaling in Flow Matching

    Oct 7, 2026Youssef Saied, François FleuretFlow MatchingFlow-Based Generative Modeling

    University of Geneva Geneva, Switzerland · University of Geneva and Meta FAIR Geneva, Switzerland

  3. DOGS: Design-Space Sampling for Prompt-Driven Logo Generation

    Oct 7, 2026Ganyu Zou, Chen Dai, Nathan Self +5Image GenerationPrompt Optimization for T2I Generation

    Department of Computer Science Virginia Tech Alexandria, Virginia, USA · Verisign, Inc. Reston, Virginia, USA

  4. Visual Jev Rewards: Reference-Bound Verification for Multi-Subject Image Generation

    Oct 7, 2026Baoteng Li, Wenzhuo Wu, Kongming Liang +1Reward ModelingImage Generation Evaluation

    School of Artificial Intelligence, Beijing University of Posts and Telecommunications1 · Beijing Key Laboratory of Multimodal Data Intelligent Perception and Governance2

  5. OverLay++: Dense-Overlap Layout-to-Image Generation Dataset

    Oct 6, 2026Shivansh Aggarwal, Shresth Grover, Divyansh Srivastava +7Image GenerationControllable Image Generation

    UC San Diego · Lambda, Inc.

  6. Personalize at Test Time: Learning User Preferences for Image Generation

    Oct 6, 2026Jiamu Bai, Jiaming Hu, Yanhong Wu +1User Preference ModelingDiffusion Model Alignment

    Penn State University · Meta · Boston University +1

  7. Digital Twin-Driven Real2Sim2Real: Simulator-Conditioned Generation via Paired Driving-Scene Reconstruction

    Oct 6, 2026Hojun Lim, Hyeongseok Jeon, Donghyun Kim +2Synthetic Data AugmentationSim-to-Real Transfer

    Technical University of Munich, Germany; School of Engineering & Design, Department of Mobility Systems Engineering, Institute of Automotive Technology and Munich Institute of Robotics and Machine Intelligence (MIRMI) · MORAI Inc., Seoul, South Korea · AVP Division, Hyundai Motor Company, Gyeonggi-do, South Korea +1

  8. RefRoute: Decoupling Conditioning Cost from References via Compact Residual Conditioning and Spatial Routing

    Oct 6, 2026Wanning He, Yuyao Zhang, Yu-Wing TaiDiffusion TransformerImage Generation

    Dartmouth College

  9. Disentangling Dual Image References in Frequency Aware Diffusion Models for Personalized Generation

    Oct 6, 2026Haipeng Liu, Yang Wang, Meng WangSubject-Driven Image GenerationConditional Image Generation

    School of Computer Science and Information Engineering, Hefei University of Technology, China

  10. Energy-Conditioned Noise Schedule and Whitening for Spectral Diffusion

    Oct 5, 2026Bata Vasic, Bane VasicImage GenerationDiffusion Timestep Scheduling

    University of Nis, Faculty of Electronic Engineering, Aleksandra Medvedeva 4, Nis, 18104,, Serbia

  11. Empirical Variational Autoencoder

    Oct 5, 2026Kaede ShioharaVariational AutoencodersLatent Variable Models

    The University of Tokyo

  12. On Color Alignment in VAE Latent Spaces and Its Applications

    Oct 5, 2026Julian D. Santamaria, Kai Wang, Jesús Malo +2Variational AutoencodersImage Generation

    Computer Vision Center · Universitat Aut`onoma de Barcelona · City University of Hong Kong (Dongguan) +1

  13. From Pixels, Without Pre-training: Joint Generative and Self-Supervised Representation Learning in One Model

    Oct 5, 2026Vicente Balmaseda, Ching-Long Lin, Tianbao YangRepresentation LearningImage Generation

    Department of Computer Science and Engineering Texas A&M University College Station, TX, USA · Mechanical Engineering University of Iowa Iowa City, IA, USA

  14. Moore, Escher, Penrose: A Conformal Golden Braid

    Oct 1, 2026Sophia Feldman, Assaf ShocherConstrained Generative ModelingDiffusion Model Guidance

    Technion - Israel Institute of Technology

  15. Sphere Encoder 2

    Oct 1, 2026Kaiyu Yue, Sean McLeish, Ruchit Rawal +3AutoencodersImage Generation

    University of Maryland · Lawrence Livermore National Laboratory · Cornell University

  16. Form and Void: Entangled Composition through an Autonomous AI Agent

    Oct 1, 2026Shiwen Wang, Jian Yang, Xu Wang +2Image GenerationCompositional Image Generation

    School of AI, University of Chinese Academy of Sciences · Renmin University of China · Shanghai Theatre Academy +1

  17. Personalized Image Generation with Reasoning and Reflection

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

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

  18. One-Step Generative Modeling via Training Dynamics Action

    Sep 30, 2026Zhangyong Liang, Ying Huang, Haibin LingImage GenerationOne-Step Generative Modeling

    Department of Artificial Intelligence, Westlake University · Hangzhou Normal University

  19. EvoGen-Harness: Learning Where and How to Evolve Image-Generation Harnesses

    Sep 30, 2026Jiabin Luo, Yinan Liu, Chunlei Meng +1T2I GenerationImage Generation

    Peking University · Beijing University of Technology · Fudan University

  20. Manifold-Constrained Initial Noise Optimization for Efficient Generative Model Alignment

    Sep 30, 2026Jinho Chang, Jong Chul YeDiffusion Model AlignmentZeroth-Order Optimization

    Kim Jaechul Graduate School of AI KAIST Seoul, South Korea

  21. UniEvo-VL: An On-policy Self-Distillation Training Recipe for Multimodal Model Self-improvement

    Sep 30, 2026Fang Wu, Da Xing, Yanjie Huang +16Unified Multimodal ModelsOn-Policy Self-Distillation

    Stanford University · Johns Hopkins University · Independent Researcher +7

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

    Sep 29, 2026Yuta Oshima, Masakazu Yoshimura, Masahiro Suzuki +2Image GenerationCompositional Image Generation

    The University of Tokyo

  23. Quantum Fidelity Landscape-Guided Prior Calibration for Single-Circuit QGAN Image Generation

    Sep 29, 2026Xue Yang, Rigui Zhou, Dax Enshan Koh +5Quantum Generative ModelingImage Generation

    School of Information Engineering, Shanghai Maritime University, Shanghai 201306, China · Research Center of Intelligent Information Processing and Quantum Intelligent Computing, Shanghai 201306, China · Quantum Innovation Centre (Q.InC), Agency for Science, Technology and Research (A*STAR), 2 Fusionopolis Way, Innovis #08-03, Singapore 138634, Republic of Singapore +5

  24. Learning Native Reflection in Unified Models with Interleaved Reinforcement Learning

    Sep 28, 2026Yijia Fan, Ziqi Huang, Zhongang Cai +5Unified Multimodal ModelsImage Generation

    Nanyang Technological University · Shanghai Jiao Tong University · The University of Tokyo

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

    Sep 28, 2026Jiawei HuImage GenerationHamiltonian Neural Networks

    Department of Mathematics and Statistics, Boston University

  26. AutoRef: Harness Optimization for Agentic Multi-Reference Image Generation

    Sep 28, 2026Yuta Oshima, Ku Onoda, Yusuke Iwasawa +3Large Language Model-Guided OptimizationImage Generation

    The University of Tokyo

  27. MaLiang-Harness: A Programmable Path to Image and Video Generation

    Sep 28, 2026Haoyu Zhao, Zihao Zhang, Xudong Wang +4Image GenerationLarge Vision-Language Models

    National University of Singapore · Fudan University · Tencent

  28. M3GD: Multi-Modal Multi-View Geometric Diffusion for Camera--LiDAR Novel View Synthesis

    Sep 24, 2026Yang Zhou, Jiuhong Xiao, Shizhao Ye +3Image GenerationCamera-LiDAR Fusion

    New York University, New York, USA · Department of Electrical Engineering and Computer Sciences, University of California, Berkeley, CA 94720, USA · U.S. Army Combat Capabilities Development Command, Army Research Laboratory, Adelphi, MD 20783, USA

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

    Sep 24, 2026Panagiota Gatoula, Grigoris Karypidis, Dimitris K. IakovidisImage GenerationMedical Image Synthesis

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

  30. PhysReflect: Geometry and Perception Guided Diffusion for Physically-Plausible Mirror Reflections

    Sep 20, 2026Shuheng Ge, Hongwei Ren, Li Zhang +1Diffusion Model GuidanceImage Generation

    Harbin Institute of Technology, Harbin, China