Latent Diffusion Models

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9 papers in the last four weeks, up 13% on the four weeks before. 0.1% of all new papers.

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  1. Stylistic Attribute Control in Latent Diffusion Models

    May 4, 2026Max Reimann, Benito Buchheim, Jürgen DöllnerDiffusion Model GuidanceLatent Diffusion Models

    Hasso-Plattner-Institute, University of Potsdam, Germany

  2. InpaintSLat: Inpainting Structured 3D Latents via Initial Noise Optimization

    May 1, 2026Jaeyoung Chung, Suyoung Lee, Kyoung Mu LeeLatent Diffusion ModelsImage Inpainting

    Seoul National University, Seoul, South Korea.

  3. VQ-SAD: Vector Quantized Structure Aware Diffusion For Molecule Generation

    May 1, 2026Farshad Noravesh, Reza Haffari, Layki Soon +1Latent Diffusion ModelsVector-Quantized Variational Autoencoder

  4. Learning Interpretable PDE Representations for Generative Reconstructions with Structured Sparsity

    Apr 26, 2026Valerie Tsao, Nathaniel Chaney, Manolis VeveakisPhysics-Informed Diffusion ModelsSparse Recovery

    Department of Civil & Environmental Engineering, Duke University, NC, USA.

  5. Geometry-Conditioned Diffusion for Occlusion-Robust In-Bed Pose Estimation

    Apr 26, 2026Navid Aslankhani Khameneh, Marco Carletti, Cigdem BeyanSynthetic Data AugmentationLatent Diffusion Models

    Department of Computer Science, University of Verona, Verona, Italy · 2EVS - Embedded Vision Systems Srl, Verona, Italy

  6. GenAssets: Generating in-the-wild 3D Assets in Latent Space

    Apr 24, 2026Ze Yang, Jingkang Wang, Haowei Zhang +33D Asset GenerationLatent Diffusion Models

    Waabi · University of Toronto

  7. Geometric Decoupling: Diagnosing the Structural Instability of Latent

    Apr 20, 2026Yuanbang Liang, Zhengwen Chen, Yu-Kun LaiNeural Representation GeometryLatent Diffusion Models

    School of Computer Science and Informatics, Cardiff University, Cardiff, United Kingdom

  8. Coevolving Representations in Joint Image-Feature Diffusion

    Apr 19, 2026Theodoros Kouzelis, Spyros Gidaris, Nikos KomodakisRepresentation LearningLatent Diffusion Models

    Archimedes, Athena RC · National Technical University of Athens · University of Crete +1

  9. CLIMB: Controllable Longitudinal Brain Image Generation using Mamba-based Latent Diffusion Model and Gaussian-aligned Autoencoder

    Apr 17, 2026Duy-Phuong Dao, Muhammad Taqiyuddin, Jahae Kim +4Latent Diffusion ModelsLongitudinal Medical Image Analysis

    Department of Artificial Intelligence Convergence, Chonnam National University, South Korea · Department of Nuclear Medicine, Chonnam National University, South Korea · University of South Australia, Australia +2

  10. Understanding Latent Diffusability via Fisher Geometry

    Apr 3, 2026Jing Gu, Morteza Mardani, Wonjun Lee +2Information GeometryNeural Representation Geometry

    School of Mathematics, University of Minnesota · NVIDIA · Department of Mathematics, The Ohio State University +1

  11. Semi-Supervised Domain Adaptation with Latent Diffusion for Pathology Image Classification

    Jan 23, 2026Tengyue Zhang, Ruiwen Ding, Luoting Zhuang +3Computational PathologySynthetic Data Augmentation

    Medical & Imaging Informatics, Department of Radiological Sciences, David Geffen School of Medicine, University of California, Los Angeles (UCLA), Los Angeles, CA 90024, USA · Bioengineering Department, Henry Samueli School of Engineering, UCLA, Los Angeles, CA 90024, USA · Department of Pathology & Laboratory Sciences, David Geffen School of Medicine, UCLA, Los Angeles, CA 90024, USA

  12. Anatomically Guided Latent Diffusion for Brain MRI Progression Modeling

    Jan 21, 2026Cheng Wan, Bahram Jafrasteh, Ehsan Adeli +2Latent Diffusion ModelsLongitudinal Medical Image Analysis

    Cornell University · Weill Cornell Medicine · Stanford University +1

  13. GMODiff: One-Step Gain Map Refinement with Diffusion Priors for HDR Reconstruction

    Dec 18, 2025Tao Hu, Weiyu Zhou, Yanjie Tu +4Diffusion Models for Image RestorationLatent Diffusion Models

    Northwestern Polytechnical University, Xi’an 710072, China · Xi’an University of Architecture and Technology, Xi’an 710055, China · The Shenzhen Research Institute of Northwestern Polytechnical University, Shenzhen 518057, China

  14. MoLingo: Motion-Language Alignment for Text-to-Human Motion Generation

    Dec 15, 2025Yannan He, Garvita Tiwari, Xiaohan Zhang +4Latent Diffusion ModelsText-to-Motion Generation

    University of Tübingen, Germany · Tübingen AI Center, Germany · Max Planck Institute for Informatics, Saarland Informatics Campus, Germany +2

  15. Delving into Latent Spectral Biasing of Video VAEs for Superior Diffusability

    Dec 5, 2025Shizhan Liu, Xinran Deng, Zhuoyi Yang +3Variational AutoencodersSpectral Regularization

    Zhipu AI, Beijing, China · University of Chinese Academy of Sciences, Beijing, China · Tsinghua University, Beijing, China

  16. Diffusion Model in Latent Space for Medical Image Segmentation Task

    Dec 1, 2025Ngoc Huynh Trinh, Hai Toan Nguyen, Son Ba Luong +1Latent Diffusion ModelsMedical Image Segmentation

    Institute for Artificial Intelligence, University of Engineering and Technology, Vietnam National University, Hanoi, Vietnam

  17. EEGDM: Learning EEG Representation with Latent Diffusion Model

    Aug 28, 2025Shaocong Wang, Tong Liu, Yihan Li +6ElectroencephalographyLatent Diffusion Models

    Tsinghua University · Tianjin University

  18. Stochastic and Non-local Closure Modeling for Nonlinear Dynamical Systems via Latent Score-based Generative Models

    Jun 25, 2025Xinghao Dong, Huchen Yang, Jin-Long WuDynamical SystemsLatent Diffusion Models

    Department of Mechanical Engineering, University of Wisconsin-Madison, Madison, WI, 53706, USA

  19. From Alignment to Synthesis: Contrastive Volumetric Grounding for Text-to-CT Generation

    May 31, 2025Daniele Molino, Camillo Maria Caruso, Filippo Ruffini +2Latent Diffusion ModelsMedical Image Synthesis

    Unit of Artificial Intelligence and Computer Systems, Department of Engineering, Università Campus Bio-Medico di Roma, Rome, Italy · Department of Diagnostics and Intervention, Biomedical Engineering and Radiation Physics, Umeå University, Umeå, Sweden · UniCamillus – Saint Camillus International University of Health Sciences, Rome, Italy

  20. TraceMark-LDM: Authenticatable Watermarking for Latent Diffusion Models via Binary-Guided Rearrangement

    Mar 30, 2025Wenhao Luo, Zhangyi Shen, Ye Yao +3Diffusion Model WatermarkingLatent Diffusion Models

    Hangzhou Dianzi University, Hangzhou, ZJ 310018, China · Nanchang University, Nanchang, JX 330031, China · School of Computer Science and Technology, Harbin Institute of Technology, Harbin 150001, China +1

  21. LVMark: Robust Watermark for Latent Video Diffusion Models

    Dec 12, 2024Youngdong Jang, MinHyuk Jang, JaeHyeok Lee +4Diffusion Model WatermarkingVideo Diffusion Models

    Department of Artificial Intelligence, Korea University, Seoul 02841, Republic of Korea · Google DeepMind, Mountain View, CA 94043, USA

  22. C-DiffSET: Leveraging Latent Diffusion for SAR-to-EO Image Translation with Confidence-Guided Reliable Object Generation

    Nov 16, 2024Jeonghyeok Do, Jaehyup Lee, Munchurl KimImage-to-Image TranslationLatent Diffusion Models

    KAIST · KNU

  23. Zero-Shot Paragraph-level Handwriting Imitation with Latent Diffusion Models

    Sep 1, 2024Martin Mayr, Marcel Dreier, Florian Kordon +5Latent Diffusion ModelsImage Generation

    Pattern Recognition Lab, Friedrich-Alexander-Universität Erlangen-Nürnberg (FAU), Erlangen, Germany. · Planet AI GmbH, Rostock, Germany.