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. Identity-Consistent Multi-Pose Generation of Contactless Fingerprints

    May 5, 2026Zhiyu Pan, Xiongjun Guan, Jianjiang Feng +1Synthetic Data AugmentationBiometric Identification

    Department of Automation, Tsinghua University, Beijing 100084, China

  2. IdentiFace: Multi-Modal Iterative Diffusion Framework for Identifiable Suspect Face Generation in Crime Investigations

    May 1, 2026Weichen Liu, Yixin Yang, Changsheng Chen +1Diffusion SamplingImage Generation

    Southeast University · Nanjing, China · Shenzhen MSU-BIT University +1

  3. SpatialFusion: Endowing Unified Image Generation with Intrinsic 3D Geometric Awareness

    Apr 29, 2026Haiyi Qiu, Kaihang Pan, Jiacheng Li +3Conditional Image GenerationImage Generation

    Zhejiang University Hangzhou, China · HiThink Research Hangzhou, China

  4. VibeToken: Scaling 1D Image Tokenizers and Autoregressive Models for Dynamic Resolution Generations

    Apr 27, 2026Maitreya Patel, Jingtao Li, Weiming Zhuang +2Image TokenizationVisual Tokenization

    Arizona State University · SonyAI · 3Work partially done while at SonyAI. Maitreya is now at Adobe.

  5. CA-IDD: Cross-Attention Guided Identity-Conditional Diffusion for Identity-Consistent Face Swapping

    Apr 27, 2026Md Shohel Rana, Tanoy DebnathImage GenerationIdentity-Preserving Image Generation

    School of Computing

  6. Towards High Fidelity Face Swapping: A Comprehensive Survey and New Benchmark

    Apr 27, 2026Qi Li, Weining Wang, Shuangjun Du +5Image Generation

    New Laboratory of Pattern Recognition (NLPR), State Key Laboratory of Multimodal Artificial Intelligence Systems (MAIS), Institute of Automation, Chinese Academy of Sciences, Beijing, 100190, China · School of Artificial Intelligence, University of Chinese Academy of Sciences, Beijing 100049, China · Laboratory of Cognition and Decision Intelligence for Complex Systems, Institute of Automation, Chinese Academy of Sciences, Beijing, 100190, China +3

  7. Knowledge Visualization: A Benchmark and Method for Knowledge-Intensive Text-to-Image Generation

    Apr 24, 2026Ran Zhao, Sheng Jin, Size Wu +5T2I GenerationImage Generation

    Huazhong University of Science and Technology · The University of Hong Kong · S-Lab, Nanyang Technological University

  8. UniGenDet: A Unified Generative-Discriminative Framework for Co-Evolutionary Image Generation and Generated Image Detection

    Apr 23, 2026Yanran Zhang, Wenzhao Zheng, Yifei Li +5Image GenerationAI-Generated Image Detection

    Department of Automation, Tsinghua University, China

  9. Linear Image Generation by Synthesizing Exposure Brackets

    Apr 22, 2026Yuekun Dai, Zhoutong Zhang, Shangchen Zhou +1T2I GenerationImage Generation

    S-Lab, Nanyang Technological University · Adobe NextCam · Adobe Research

  10. Image Generators are Generalist Vision Learners

    Apr 22, 2026Valentin Gabeur, Shangbang Long, Songyou Peng +22Image SegmentationVisual Representation Learning

    ★project leads and equal contributions · ∇core contributors · †project advisors +1

  11. CrackForward: Context-Aware Severity Stage Crack Synthesis for Data Augmentation

    Apr 21, 2026Nassim Sadallah, Mohand Saïd AlliliSynthetic Data AugmentationImage Generation

    LARIVIA Lab, Department of Computer Science and Engineering · Gatineau, QC, Canada

  12. Frequency-Forcing: From Scaling-as-Time to Soft Frequency Guidance

    Apr 21, 2026Weitao DuFlow MatchingImage Generation

    DAMO Academy

  13. MESA: A Training-Free Multi-Exemplar Deep Framework for Restoring Ancient Inscription Textures

    Apr 19, 2026Vasileios Toulatzis, Sofia Theodoridou, Ioannis FudosImage GenerationImage Restoration

    University of Ioannina, Greece

  14. SciDraw-6K: A Multilingual Scientific Illustration Dataset Generated by Google Gemini

    Apr 19, 2026Davie ChenScientific VisualizationSynthetic Data Generation

    University of Arts in Pozna´n

  15. Self-Reasoning Agentic Framework for Narrative Product Grid-Collage Generation

    Apr 18, 2026Minyan Luo, Yuxin Zhang, Yifei Li +5Image GenerationCompositional Image Generation

    MAIS,Institute of Automation, Chinese Academy of Sciences · ByteDance · Tsinghua University +4

  16. Frequency-Aware Flow Matching for High-Quality Image Generation

    Apr 16, 2026Sucheng Ren, Qihang Yu, Ju He +3Flow MatchingConditional Image Generation

    Johns Hopkins University · ByteDance

  17. LeapAlign: Post-Training Flow Matching Models at Any Generation Step by Building Two-Step Trajectories

    Apr 16, 2026Zhanhao Liang, Tao Yang, Jie Wu +2Diffusion Model AlignmentFlow Matching

    1The Australian National University · 2ByteDance Seed

  18. Diffusion Crossover: Defining Evolutionary Recombination in Diffusion Models via Noise Sequence Interpolation

    Apr 16, 2026Chisato Kumada, Satoru Hiwa, Tomoyuki HiroyasuImage GenerationDiffusion Models

    Graduate School of Life and Medical Sciences · Doshisha University · Kyoto, Japan +1

  19. WiT: Waypoint Diffusion Transformers for Alleviating Trajectory Conflict in Pixel-Space Image Generation

    Mar 16, 2026Hainuo Wang, Mingjia Li, Xiaojie GuoFlow MatchingDiffusion Transformer

    College of Intelligence and Computing, Tianjin University, Tianjin 300350, China

  20. AccelAes: Accelerating Diffusion Transformers for Training-Free Aesthetic-Enhanced Image Generation

    Mar 13, 2026Xuanhua Yin, Chuanzhi Xu, Haoxian Zhou +2Diffusion TransformerImage Generation

    School of Computer Science, The University of Sydney, NSW 2006, Australia

  21. Adaptive Weighted h-Transform Sampling for Coarse-Guided Visual Generation

    Mar 12, 2026Yanghao Wang, Ziqi Jiang, Zhen Wang +1Diffusion Model GuidanceDiffusion Guidance

    The Hong Kong University of Science and Technology

  22. Implementation of Quantum Implicit Neural Representation in Deterministic and Probabilistic Autoencoders for Image Reconstruction/Generation Tasks

    Mar 6, 2026Saadet Müzehher ErenVariational AutoencodersQuantum Generative Modeling

    Department of Physics, Izmir Institute of Technology, Gülbahçe, Urla, 35430, Izmir, Turkey.

  23. Scaling Quantum Machine Learning without Tricks: Full-Resolution and Diverse Image Generation

    Feb 27, 2026Jonas Jäger, Florian J. Kiwit, Carlos A. RiofríoQuantum Generative ModelingImage Generation

    BMW Group, Munich, Germany · Department of Computer Science and Institute of Applied Mathematics, University of British Columbia (UBC), Vancouver, Canada · Stewart Blusson Quantum Matter Institute (QMI), Vancouver, Canada +1

  24. Momentum Guidance: Plug-and-Play Guidance for Flow Models

    Feb 23, 2026Runlong Liao, Jian Yu, Baiyu Su +3Momentum MethodsDiffusion Guidance

    The University of Texas at Austin, Austin, TX 78712, USA

  25. UReason: Benchmarking Reasoning-to-Generation Alignment in Unified Multimodal Models

    Feb 9, 2026Cheng Yang, Chufan Shi, Bo Shui +7Unified Multimodal ModelsImage Generation

    University of California San Diego · University of Southern California · University of Illinois Urbana-Champaign +1

  26. Stable Velocity: A Variance Perspective on Flow Matching

    Feb 5, 2026Donglin Yang, Yongxing Zhang, Xin Yu +5Flow MatchingImage Generation

    University of Hong Kong, Hong Kong · University of British Columbia, Canada · Vector Institute for AI, Toronto, Canada +2

  27. Hierarchical Concept-to-Appearance Guidance for Multi-Subject Image Generation

    Feb 3, 2026Yijia Xu, Zihao Wang, Haokun Gui +1Subject-Driven Image GenerationImage Generation

    Peking University · Hong Kong University of Science and Technology

  28. Happy Young Women, Grumpy Old Men? Emotion-Driven Demographic Biases in Synthetic Face Generation

    Jan 18, 2026Mengting Wei, Aditya Gulati, Guoying Zhao +1Conditional Image GenerationImage Generation

    University of Oulu Oulu, Finland · ELLIS Alicante Alicante, Spain

  29. Knowledge-Embedded and Hypernetwork-Guided Few-Shot Substation Meter Defect Image Generation Method

    Jan 14, 2026Jackie Alex, Justin PetterSynthetic Data AugmentationImage Generation

    St. Petersburg College

  30. DiverseVAR: Balancing Diversity and Quality of Next-Scale Visual Autoregressive Models

    Nov 26, 2025Mingue Park, Prin Phunyaphibarn, Phillip Y. Lee +1Image GenerationAutoregressive Image Generation

    KAIST