Conditional Image Generation

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15 papers in the last four weeks, up 200% on the four weeks before. 0.1% of all new papers.

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  1. FontFusion: Enhancing Generative Text in Diffusion Models with Typographic Conditioning

    Jun 4, 2026Marian Lupascu, Nipun Jindal, Ionut Mironica +1Conditional Image GenerationT2I Generation

    Adobe Research · Department of Computer Science, University of Bucharest, Romania

  2. CoFi-UCGen: Coarse-to-Fine Unsupervised Conditional Generation without Label Priors

    Jun 4, 2026Shengxi Li, Zhaokun Hu, Ce Zheng +3Disentangled Representation LearningConditional Image Generation

    Department of Electronic Information Engineering, Beihang University, Beijing 100191, China · School of Cyber Science and Technology, Beihang University, Beijing 100191, China · College of Electronic Science, National University of Defense Technology, Hunan 410073, China +1

  3. Imagine Before You Draw: Visual Prompt Engineering for Image Generation

    Jun 3, 2026Liyu Jia, Fengda Zhang, Jiachun Pan +7Conditional Image GenerationT2I Generation

    1Nanyang Technological University · 2National University of Singapore · 3Zhejiang University +1

  4. Text-to-Image Models Need Less from Text Encoders Than You Think

    Jun 2, 2026Nurit Spingarn, Noa Cohen, Tamar Rott Shaham +1Text EmbeddingsConditional Image Generation

    Technion – Israel Institute of Technology · MIT CSAIL

  5. Deep Learning for Generating Computational PIN-4 Immunohistochemistry Staining from Prostate Biopsy H&E Images

    Jun 1, 2026Vietbao Tran, Pratik ShahComputational PathologyConditional Image Generation

    Biomedical Engineering University of California, Irvine Irvine, CA, USA · Pathology and Laboratory Medicine Biomedical Engineering Electrical Engineering and Computer Science University of California, Irvine Irvine, CA, USA

  6. PathAR: Structure-First Autoregressive Synthesis of Multimodal Pathology Images

    Jun 1, 2026Yuan Zhang, Jiahao Xia, Junzhang Huang +4Conditional Image GenerationAutoregressive Image Generation

    Key Laboratory of New Generation Artificial Intelligence Technology and Its Interdisciplinary Applications (Southeast University), Ministry of Education, Nanjing 210096, China · Centre for Innovation and Precision Eye Health, Yong Loo Lin School of Medicine, National University of Singapore, Singapore 119228, Singapore · Department of Ophthalmology, Yong Loo Lin School of Medicine, National University of Singapore, Singapore 119228, Singapore +2

  7. MedSyn2: Flexible Control of 3D CT Generation via Text and Semantically-Defined Segmentation Prompts

    May 31, 2026Weicheng Dai, Chenyu Wang, Binxu Li +4Diffusion TransformerConditional Image Generation

    Boston University School of Engineering, Boston, MA, USA · Stanford University · University of Pittsburgh Medical Center +1

  8. Representation Forcing for Bottleneck-Free Unified Multimodal Models

    May 29, 2026Yuqing Wang, Zhijie Lin, Ceyuan Yang +10Unified Multimodal ModelsConditional Image Generation

    University of Hong Kong · ByteDance Seed · The Chinese University of Hong Kong +2

  9. CityGen: Structure-Guided City-Style Synthesis for Cross-City Autonomous Driving

    May 28, 2026Zezhong Qian, Zhao Yang, Lu Tan +4Domain AdaptationConditional Image Generation

    1Jiangsu Cytoderm Intelligent Technology Co., Ltd., China · 2Xi’an Jiaotong University, Xi’an, China · 3Tsinghua University, Beijing, China +1

  10. Reducing Experimental Testing in Space Propulsion Film Cooling Analyses by Pixelwise Generative Image Interpolation

    May 28, 2026Adam T. Müller, Philipp J. Teuffel, Konstantin Manassis +1Conditional Image Generation

    Heilbronn University of Applied Sciences, Center for Machine Learning, Max-Planck-Str. 39, 74081 Heilbronn, Germany · German Aerospace Center (DLR), Institute of Space Propulsion

  11. A unified deeplearning framework for contrast-phase-specific virtual monochromatic imaging

    May 28, 2026Antony Jerald, Hemant K Aggarwal, Brian Nett +4Conditional Image GenerationImage Reconstruction

    Science and Technology Organization, GE HealthCare, Bangalore, INDIA · CT Engineering, GE HealthCare, Waukesha, USA · Science and Technology Organization, GE HealthCare, San Ramon, USA +1

  12. Cross-scale Aligned Supervision for Training GANs

    May 26, 2026Sangeek Hyun, MinKyu Lee, Jae-Pil HeoConditional Image GenerationOne-Step Generative Modeling

    Sungkyunkwan University

  13. BFS: Back-to-Front Layered Image Synthesis via Knowledge Transfer

    May 24, 2026Kyoungkook Kang, Gyujin Sim, Sunghyun ChoConditional Image GenerationImage Generation

    SAMSUNG, Republic of Korea · POSTECH, Republic of Korea

  14. MRecover: A Conditional Generative Model for Recovering Motion-Corrupted MR images Using AI Generated Contrast

    May 20, 2026Jinghang Li, Tales Santini, Courtney Clark +13Conditional Image GenerationMagnetic Resonance Imaging

    Department of Bioengineering, University of Pittsburgh, Pittsburgh, Pennsylvania, USA · School of Medicine, University of Pittsburgh, Pittsburgh, Pennsylvania, USA · Department of Radiology, University of Pittsburgh, Pittsburgh, Pennsylvania, USA +1

  15. Decomposing Subject-Driven Image Generation via Intermediate Structural Prediction

    May 20, 2026Hanzhong Guo, Yizhou YuSubject-Driven Image GenerationConditional Image Generation

    School of Computing and Data Science, The University of Hong Kong

  16. SENSE: Satellite-based ENergy Synthesis for Sustainable Environment

    May 18, 2026Kailai Sun, Mingyi He, Heye Huang +5Conditional Image GenerationSynthetic Data Generation

    SMART, Singapore · Massachusetts Institute of Technology Cambridge, MA, USA · University of Florida Gainesville, Florida, USA

  17. A Conditional U-Net Pipeline with Pre- and Post-Processing for Aerial RGB-to-Thermal Image Translation

    May 17, 2026Tseten Sherpa, Sikandar Ali, Shubham Parab +5Thermal ImagingImage-to-Image Translation

    Department of Data Science, University of Michigan, Ann Arbor, MI, USA · Department of Information Science, University of Michigan, Ann Arbor, MI, USA · Department of Computer Science, University of Michigan, Ann Arbor, MI, USA +8

  18. Accelerating Redshift-Conditioned Galaxy Image Synthesis with One-step Generative Modeling

    May 17, 2026Tianyue Yang, Sandro Tacchella, Xiao XueConditional Image GenerationOne-Step Generative Modeling

    The Center for Computational Science University College London · Cavendish Laboratory Kavli Institute for Cosmology University of Cambridge

  19. Aligning Latent Geometry for Spherical Flow Matching in Image Generation

    May 14, 2026Tuna Han Salih Meral, Kaan Oktay, Hidir Yesiltepe +2Flow MatchingNeural Representation Geometry

    Virginia Tech · fal

  20. Beyond Text Prompts: Visual-to-Visual Generation as A Unified Paradigm

    May 12, 2026Yaofang Liu, Kangning Cui, Meng Chu +7Vision-Language ModelsConditional Image Generation

    City University of Hong Kong · City University of Hong Kong (Dongguan) · The Hong Kong University of Science and Technology +4

  21. Fashion130K: An E-commerce Fashion Dataset for Outfit Generation with Unified Multi-modal Condition

    May 11, 2026Yu He, Ting Zhu, Yichun Liu +6Conditional Image GenerationCross-Modal Alignment

  22. AtteConDA: Attention-Based Conflict Suppression in Multi-Condition Diffusion Models and Synthetic Data Augmentation

    May 10, 2026Shogo NoguchiSynthetic Data AugmentationConditional Image Generation

    Gunma University

  23. SCOPE: Structured Decomposition and Conditional Skill Orchestration for Complex Image Generation

    May 8, 2026Tianfei Ren, Zhipeng Yan, Yiming Zhao +13Conditional Image GenerationCompositional T2I Generation

    MoE Key Laboratory of Brain-inspired Intelligent Perception and Cognition, University of Science and Technology of China · The Hong Kong Polytechnic University · Nanyang Technological University

  24. GlazyBench: A Benchmark for Ceramic Glaze Property Prediction and Image Generation

    May 7, 2026Ziyu Zhai, Siyou Li, Juexi Shao +1Conditional Image GenerationMaterials Property Prediction

    Queen Mary University of London

  25. FREPix: Frequency-Heterogeneous Flow Matching for Pixel-Space Image Generation

    May 7, 2026Mingfeng Lin, Jiakun Chen, Liang Han +1Flow MatchingConditional Image Generation

    Harbin Institute of Technology (Shenzhen)

  26. UniPCB: A Generation-Assisted Detection Framework for PCB Defect Inspection

    May 6, 2026Huan Zhang, Lianghong Tan, Yichu Xu +5Conditional Image GenerationIndustrial Inspection

    School of Information Engineering, Guangdong University of Technology, Guangzhou 510006, China · School of Computer Science, Wuhan University, Wuhan 430072, China · Shenzhen Institutes of Advanced Technology, Chinese Academy of Sciences, Shenzhen 518055, China

  27. Posterior Augmented Flow Matching

    May 1, 2026George Stoica, Sayak Paul, Matthew Wallingford +6Flow MatchingConditional Image Generation

    Georgia Tech · University of Washington · Hugging Face +2

  28. Colorful-Noise: Training-Free Low-Frequency Noise Manipulation for Color-Based Conditional Image Generation

    May 1, 2026Nadav Z. Cohen, Ofir Abramovich, Ariel ShamirConditional Image GenerationControllable Image Generation

    Reichman University, Israel

  29. 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

  30. The Thinking Pixel: Recursive Sparse Reasoning in Multimodal Diffusion Latents

    Apr 28, 2026Yuwei Sun, Yuxuan Yao, Hui Li +1Diffusion TransformerConditional Image Generation

    Shanghai Academy of AI for Science · Fudan University