Controllable Image Generation

Latest papers 125

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  1. SceneCraft: Interactive System for Image Editing via Scene Graph

    Jun 15, 2026Duc-Manh Phan, Ngoc-Dai Tran, Duy-Khang Do +3Text-Guided Image EditingImage Editing

  2. ControlMap: Controllable High-Definition Map Generation for Traffic Scenario Simulation

    Jun 14, 2026Marwan Farag, Steffen Wäldele, Yu YaoHD Map ConstructionProcedural Content Generation

  3. DenseControl: Instance-Level Controllable Synthesis of Dense Crowd Image

    Jun 14, 2026Juncheng Wang, Lei Shang, Wang Lu +2Synthetic Data AugmentationImage Generation

  4. EPIG: Emotion-Based Prompting for Personalised Image Generation

    Jun 11, 2026Emna Othmen, Mohamed Yassine Landolsi, Lotfi Ben RomdhaneConditional Image GenerationPrompt Optimization for T2I Generation

  5. Pose-ICL: 3D-Aware In-Context Learning for Pose-Controllable Subject Customization

    Jun 9, 2026Xuan Han, Yihao Zhao, Mingyu YouSubject-Driven Image GenerationIn-Context Learning

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

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

  7. Do Models Share Safety Representations? Cross-Model Steering for Safe Visual Generation

    Jun 3, 2026Tobia Poppi, Silvia Cappelletti, Sara Sarto +5Image GenerationActivation Steering

  8. MetaPoint: Unlocking Precise Spatial Control in Agentic Visual Generation

    Jun 3, 2026Dewei Zhou, Xinyu Huang, Xun Wang +6Compositional Image GenerationAgentic Image Generation

  9. Polaris: Scaling Up Instruction-Guided Image Generation Towards Millions of Personalized Style Needs

    Jun 1, 2026Zhi-Kai Chen, Jun-Peng Jiang, Jun-Jie Tao +2Image GenerationControllable Image Generation

  10. Anchor-Conditioned Compositional Control for Landscape Image Generation

    Jun 1, 2026Gadha Lekshmi P, Govind Arun, Rohith Syam +1Image GenerationCompositional Image Generation

  11. Restoring Initial Noise Sensitivity in Text-to-Image Distillation via Geometric Alignment

    Jun 1, 2026Huayang Huang, Ruoyu Wang, Jinhui Zhao +5Diffusion Model DistillationDiffusion Model Acceleration

  12. 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

  13. COLLAR: Cascaded Object-Level Latent Refinement for High-Fidelity Conditional Generation

    May 31, 2026Xinlong Zhang, Jia Wei, Xiaoyu Zhang +3Diffusion TransformerConditional Diffusion Models

  14. GenClaw: Code-Driven Agentic Image Generation

    May 28, 2026Junyan Ye, Jun He, Zilong Huang +4Image GenerationAgentic Image Generation

  15. MangaFlow: An End-to-End Agentic Framework for Controllable Story to Manga Generation

    May 27, 2026Muyao Wang, Zeke Xie, Yanhao Chen +2Image GenerationControllable Image Generation

  16. Towards Controllable Image Generation through Representation-Conditioned Diffusion Models

    May 26, 2026Nithesh Chandher Karthikeyan, Jonas Unger, Gabriel EilertsenDiffusion-Based Image GenerationConditional Diffusion Models

  17. AttriStory: Fine-grained Attribute Realization for Visual Storytelling with Diffusion Models

    May 20, 2026Manogna Sreenivas, Rohit Kumar, Soma BiswasDiffusion Model GuidanceControllable Image Generation

  18. Generation Navigator: A State-Aware Agentic Framework for Image Generation

    May 18, 2026Jinming Liu, Ruoyu Feng, Yuqi Wang +2T2I GenerationAgentic Image Generation

  19. Designing streetscapes from street-view imagery using diffusion models

    May 17, 2026Yuzhou Chen, Yuebing Liang, Lingqian Hu +4Image GenerationDiffusion-Based Image Generation

  20. Latent Action Control for Reasoning-Guided Unified Image Generation

    May 16, 2026Fuxiang Zhai, Sixiang Chen, Yingjin Li +4Unified Multimodal ModelsCompositional T2I Generation

  21. D2-CDIG: Controlled Diffusion Remote Sensing Image Generation with Dual Priors of DEM and Cloud-Fog

    May 14, 2026Zuopeng Zhao, Ying Liu, Kanyaphakphachsorn Pharksuwan +3Image GenerationRemote Sensing

  22. Few Channels Draw The Whole Picture: Revealing Massive Activations in Diffusion Transformers

    May 13, 2026Evelyn Turri, Davide Bucciarelli, Sara Sarto +2Diffusion TransformerActivation Steering

  23. MULTI: Disentangling Camera Lens, Sensor, View, and Domain for Novel Image Generation

    May 12, 2026Sonali Godavarthy, Matthias Neuwirth-Trapp, Tim-Felix Faasch +3Disentangled Representation LearningCompositional Image Generation

  24. EPIC: Efficient Predicate-Guided Inference-Time Control for Compositional Text-to-Image Generation

    May 12, 2026Sunung Mun, Sunghyun Cho, Jungseul OkCompositional T2I GenerationControllable Image Generation

  25. Couple to Control: Joint Initial Noise Design in Diffusion Models

    May 11, 2026Jing Jia, Liyue Shen, Guanyang WangDiffusion SamplingImage Generation

  26. Follow the Mean: Reference-Guided Flow Matching

    May 11, 2026Pedro M. P. Curvo, Maksim Zhdanov, Floor Eijkelboom +1Flow MatchingFlow-Based Generative Modeling

  27. simpleposter: a simple baseline for product poster generation

    May 9, 2026Benlei Cui, Fangao Zeng, Weitao Jiang +6Image GenerationImage Inpainting