Latent Diffusion Model

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9 papers in the last four weeks, up 80% on the four weeks before. 0.1% of all new papers.

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  1. Spatially Gated Diffusion for Localized Counterfactual Chest Radiograph Editing

    Sep 30, 2026Kamran Ullah Afaq, Basit RazaDiffusion-Based Image EditingLatent Diffusion Model

    COMSATS University Islamabad, Pakistan

  2. DMA2^2: Pixel-space Distribution Matching with Adversarial and Anchor Losses

    Sep 29, 2026Xin Lin, Zhifei Zhang, Yuqian Zhou +6Latent Diffusion ModelDistribution Matching Distillation

    UC San Diego · Adobe Research · University of Virginia +1

  3. Targeted Visual Counterfactual Explanations for Contrastive Vision-Language Model

    Sep 29, 2026Van Bach Nguyen, Jörg Schlötterer, Christin SeiferContrastive Language-Image Pre-Training ModelCounterfactual Explanation

    Marburg University, Germany

  4. PCaPaint: Prostate Cancer Inpainting by Mitigating Shortcut Learning

    Sep 29, 2026Levente Lippenszky, Hongxu Yang, Marcell Dömötör +2Prostate Magnetic Resonance ImagingTumor Segmentation

    GE HealthCare

  5. LDM-is-AE: Latent Diffusion Model is an Auto-Encoder for End-to-End Image Generation

    Sep 29, 2026Zhengqiang Zhang, Lingchen Sun, Rongyuan Wu +4Latent Diffusion ModelIdentity-Conditioned Latent Diffusion Models

    The Hong Kong Polytechnic University · OPPO Research Institute

  6. CLIMB-flow: Coupled Linear Inverse posterior sampling via Multiscale-Based flow

    Sep 27, 2026Zeqiu Yu, Ruizhi Yuan, Mathews JacobPosterior SamplingLatent Diffusion Model

    Department of Electrical and Computer Engineering, University of Virginia, Charlottesville, VA, USA · Department of Biostatistics and Health Data Science, University of Pittsburgh, Pittsburgh, PA, USA

  7. Harnessing Coupled Stream Completion For Human-Object Interaction Modeling

    Sep 26, 2026Dawei Guan, Di Yang, Jiangtao WangArticulated ObjectsCompletion

    School of Artificial Intelligence and Data Science, University of Science and Technology of China

  8. LastOPD: Taming Collapse in Latent On-Policy Distillation

    Sep 23, 2026Jie Yang, Zhengyu Fang, Zelin Xu +7Uni-OpdTeacher

    University of Illinois at Chicago · Visa Research · Case Western Reserve University +2

  9. Uni-LaDiR: Latent Diffusion Unifies Multimodal Reasoning

    Sep 17, 2026Haoqiang Kang, Yizhe Zhang, Nikki Lijing Kuang +3Multimodal ReasoningEfficient Latent Reasoning

    University of California, San Diego · Meta · University of Pennsylvania

  10. Zero-Shot Novel Depth Synthesis Using 3D Foundation Models Scene Representations

    Sep 3, 2026Denis M. Akola, David F. Fouhey3D Foundation Models3D Perception

    New York University, Tandon School of Engineering, 1 MetroTech Center, Brooklyn, NY 11201, USA · Courant Institute of Mathematical Sciences, 251 Mercer St, New York, NY 10012

  11. Robustness of AI-Art Detectors under Generator Shift

    Aug 12, 2026Shivank Singh Thakur, Meien Li, Mark StampAi-Generated Image DetectionGenerative Artificial Intelligence

    Department of Computer Science, San Jose State University

  12. Beyond Pixels: From Video Priors to 4D Worlds

    Aug 11, 2026Zihao Liu, Xiaolong Shen, Zhenglin Zhou +24D GenerationVideo Latents

    ReLER, CCAI, Zhejiang University

  13. Actionable Hallucination Detection: Translating Latent Uncertainty into Agentic Critique

    Aug 11, 2026Sanidhya Vijayvargiya, Rahul LokeshCitation Hallucination DetectionLarge Language Model Uncertainty

    Samsung Research America

  14. DeepFreqMark: End-To-End Learnable Frequency-Domain Watermarking with Spherical Attack Simulation for Latent Diffusion Models

    Aug 10, 2026Chen-Hsiu Huang, Mario Köppen, Ja-Ling WuWatermarksLatent Diffusion Model

    National Taiwan University, Taipei, Taiwan · Kyushu Institute of Technology, Fukuoka, Japan

  15. SC-Diff: Semantically Calibrated Diffusion for Visible-to-Infrared Image Translation

    Aug 9, 2026Junyin Zhang, Siyu Huang, Jianxiong Ye +4Unpaired Image-To-Image TranslationLatent Diffusion Model

    School of Intelligent Systems Engineering, Shenzhen Campus of Sun Yat-sen University, Shenzhen, Guangdong 518107, P.R. China · Tsinghua Shenzhen International Graduate School, Tsinghua University, Shenzhen, Guangdong 518055, P.R. China · School of Mathematics and Statistics, Xi’an Jiaotong University, Xi’an, Shaanxi 710049, P.R. China

  16. A continually expandable foundation model for brain MRI

    Aug 8, 2026Michail Mamalakis, Carmen Jimenez-Mesa, Yonghao Li +8Functional Magnetic Resonance ImagingElectroencephalography Foundation Models

    1*Cancer Research UK Cambridge Institute, University of Cambridge Li Ka Shing Centre, Robinson Way, Cambridge, CB2 0RE, Cambridgeshire, United Kingdom. · Department of Computer Science and Technology, University of Cambridge, 15 JJ Thomson Ave, Cambridge, CB3 0FD, Cambridgeshire, United Kingdom. · Department of Psychiatry, University of Cambridge, Hills Road, Cambridge, CB2 2QQ, Cambridgeshire, United Kingdom. +7

  17. SUMI: Scalable Unified Model for 3D Point Cloud Inference

    Aug 8, 2026Yanlong LI, Kanchana ThilakarathnaPoint CloudsLatent Diffusion Model

  18. Controllable Clothing: Precise Labels and Generation for Virtual Try-On with Latent Diffusion Models

    Aug 6, 2026Max Rehman LinderVirtual Try-OnGarments

    PUBLICIS RESOURCES GENAI TEAM · ÉCOLE POLYTECHNIQUE

  19. Intrinsic-Hybrid Latent Diffusion Models for Generative Modeling on Unknown Manifolds

    Aug 5, 2026Yizhu Wang, Mu Niu, Xiaochen YangIdentity-Conditioned Latent Diffusion ModelsLatent Diffusion Model

    School of Mathematics and Statistics, University of Glasgow, Glasgow, U.K.

  20. Diff-Symbo: Text-Controlled Long-Duration Symbolic Music Generation Using Autoregressive Latent Diffusion Model

    Aug 5, 2026Zhiwei Lin, Jun Chen, Boshi Tang +5Text-To-MusicSymbolic Music Generation

    Shenzhen International Graduate School, Tsinghua University, Shenzhen, China · Huawei Technologies Co., Ltd., Shenzhen, China · The Chinese University of Hong Kong, Hong Kong SAR, China

  21. Separate-and-Detect: Unified Drum Transcription and Stem Generation via Latent Diffusion

    Aug 2, 2026Wei-Han Hsu, Chih-Cheng Chang, Bo-Yu Chen +2Multi-Instrument Music TranscriptionSpeech Separation

    Data Science Degree Program, National Taiwan University and Academia Sinica, Taipei, Taiwan · Institute of Information Science, Academia Sinica, Taiwan · Rhythm Culture Corporation +1

  22. Robust Watermarks Meet Backdoored Models: Evading Diffusion Semantic Watermarks via Stealthy Backdoor

    Aug 1, 2026Jinyuan Liu, Tianshuo Cong, Pei Li +4WatermarksWatermarking

    1Tsinghua University · 2Shandong University · 4Shandong Key Laboratory of Artificial Intelligence Security, Shandong University +5

  23. DiffAttack: Evasion Attacks Against Face Recognition via Latent Diffusion Models

    Jul 31, 2026Omid Ahmadieh, Nima KarimianFace Recognition ModelBlack-Box Adversarial Attacks

    University of South Florida Bellini College of Artificial Intelligence, Cybersecurity and Computing Tampa, Florida, USA

  24. MoSAIC: Aligned Intervention Supervision for Part-Local Motion Style Transfer

    Jul 28, 2026Nazanin Amini, Kevin DesaiPhotorealistic Style TransferMotion

    Department of Computer Science, College of AI, Cyber and Computing, The University of Texas at San Antonio, One UTSA Circle, San Antonio, Texas, 78249, USA

  25. MSVS-VAE: Multi-Scale Anchored VecSet for High-Fidelity 3D Reconstruction

    Jul 27, 2026Dehao Hao, Kaiyi Zhang, Tanghui Jia +10Star-VaeVoxel

    The Hong Kong University of Science and Technology, Hong Kong SAR, China · Peking University, Beijing, China · The Hong Kong University of Science and Technology (Guangzhou), Guangzhou, China +1

  26. BeyondFusion: Self-Aligned Latent Diffusion for Calibration-Free Infrared Super-Resolution and Infrared-Visible Fusion

    Jul 27, 2026Minchong Chen, Xiaoyun Yuan, Minyu Cao +4Infrared-Visible Image FusionInfrared

    MoE Key Lab of Artificial Intelligence, Institute of AI, School of Computer Science, Shanghai Jiao Tong University, Shanghai, China · Tsinghua University, Beijing, China · Institute of Modern Optics, Nankai University, Tianjin, China

  27. Spectral Prior for Reducing Exposure Bias in Diffusion Models

    Jul 24, 2026Yuya Kobayashi, Masato Ishii, Yuhta Takida +2Diffusion ModelsLatent Diffusion Model

    Sony AI · Sony Group Corporation

  28. Diffusion Models in Medical Image Inpainting: Challenges, Solution Taxonomy, and Future Directions

    Jul 24, 2026Arthur Dantas Mangussi, Joana Cristo Santos, Ricardo Cardoso Pereira +3InpaintingMedical Images

    Computer Science Division, Aeronautics Institute of Technology and Science and Technology Institute, Federal University of São Paulo, Brazil · LASIGE, Faculdade de Ciências, Universidade de Lisboa, Portugal · University of Coimbra, CISUC/LASI – Centre for Informatics and Systems of the University of Coimbra, Department of Informatics Engineering, Portugal +1

  29. Cyclone: Diffusion Model for Cycle-Consistent Weather Editing from Unpaired Driving Data

    Jul 15, 2026Thang-Anh-Quan Nguyen, Moussab Bennehar, Luis Guillermo Roldao Jimenez +5Naturalistic Driving DataWeather Prediction

    Noah’s Ark, Huawei Paris Research Center, France · COSYS, Gustave Eiffel University, France · LASTIG, IGN-ENSG, Gustave Eiffel University, France

  30. EquiFusion: Kinematics-Agnostic Human Motion Prediction via Equivariant Latent Diffusion

    Jul 13, 2026Cecilia Curreli, Florian Hofherr, Dominik Muhle +3Human Motion PredictionKinematics

    Technical University of Munich, Munich, Germany · Munich Center for Machine Learning, Munich, Germany

  31. Tuning-Free Latent Diffusion Models for Ultrahigh-Resolution Image Editing

    Jul 7, 2026Wanglong Lu, Lingming Su, Kaijie Shi +4Diffusion-Based Image EditingImage Editing

    College of Computer Science and Artificial Intelligence, Wenzhou University, Wenzhou 325035, China · Department of Computer Science, Memorial University of Newfoundland, St. John’s, NL A1B 3X5, Canada · AI Analytics Team, Nasdaq, St. John’s, NL A1A 0L9, Canada +2

  32. Multiplayer Interactive World Models with Representation Autoencoders

    Jul 6, 2026Anthony Hu, Václav Volhejn, Adrien Ramanana Rahary +24Video World ModelsWorld Models

    1General Intuition · 2Kyutai · ‡École nationale des ponts et chaussées +1

  33. CONFLUX: A Latent Diffusion Model for 3D Chest-CT Synthesis with RL Post-Training

    Jul 3, 2026Max Van Puyvelde, Halil Ibrahim Gulluk, Wim Van Criekinge +1Medical Image GenerationCone-Beam Computed Tomography

    Department of Biomedical Data Science, Stanford University School of Medicine · Department of Mathematical Modelling, Statistics & Bioinformatics, Ghent University · Department of Electrical Engineering, Stanford University

  34. MapDreamer: Aerial Imagery Conditioned Latent Diffusion for Lane-Level Map Generation

    Jul 1, 2026Julian Brandes, Philipp Crocoll, Wolfram BurgardLane-Level Map GenerationAutonomous Driving

    Department CSAI at University of Technology Nuremberg, Nuremberg, Germany · Robert Bosch GmbH, Stuttgart

  35. SynLaD: Latent Diffusion for Generating Synthesizable Molecules Conditioned on 3D Pharmacophore Profiles

    Jul 1, 2026Miruna Cretu, John Bradshaw, Patricia Suriana +6MoleculesSynthesis

    University of Cambridge, Cambridge, UK · Prescient Design (AI for Drug Discovery), Genentech, South San Francisco, USA · Work done during an internship at Prescient Design

  36. Valdi: Value Diffusion World Models

    Jul 1, 2026Christopher Lindenberg, Kashyap ChittaLatent World ModelsModel Predictive Control

    University of Tübingen, Germany · 2KE:SAI – Kyutai ELLIS Scalable Autonomous Intelligence, Germany

  37. PRISM: Latent Composition Consistency for Single-Image Reflection Removal

    Jun 30, 2026Junseong Shin, Tae Hyun KimIntrinsic Image DecompositionLatent Diffusion Model

    Department of Artificial Intelligence, Hanyang University, Seoul, South Korea · Department of Computer Science, Hanyang University, Seoul, South Korea

  38. No Prompt, No Leaks: A Robust Generative Steganography Framework via Prompt-Free Diffusion

    Jun 30, 2026Jingwen Cai, Fen Xiao, Shuhua Deng +1SteganographyLatent Diffusion Model

    MOE Key Laboratory of Intelligent Computing and Information Processing, Xiangtan University, Xiangtan 411105, China · College of Information Science and Engineering, Hunan Normal University, Changsha 410006, China

  39. WarpI2I: Image Warping for Image-to-Image Translation

    Jun 30, 2026Shen Zheng, Anurag Ghosh, Gaurav Parmar +1Unpaired Image-To-Image TranslationLatent Diffusion Model

    Carnegie Mellon University

  40. Rethinking Forgery Attacks on Semantic Watermarks in Black-Box Settings: A Geometric Distortion Perspective

    Jun 29, 2026Cheng-Yi Lee, Yichi Zhang, Yuchen Yang +2WatermarksWatermarking

    Academia Sinica, Taipei, Taiwan, ROC · The Pennsylvania State University, PA, US

  41. Anatomy-Guided Residual Motion Diffusion for Controllable 4D Cardiac MRI Synthesis

    Jun 25, 2026Yiheng Cao, Gustavo Andrade-Miranda, Jiatian Zhang +2Cardiac Magnetic Resonance ImagingMedical Image Generation

    Suzhou Institute of Biomedical Engineering and Technology, Chinese Academy of Science, Suzhou, China · Systemes Complexes et Intelligence Artificielle, IMT Mines Ales, Ales, France · School of Artificial Intelligence and Advanced Computing, Xi’an Jiaotong-Liverpool University, Suzhou, China

  42. PeLAP-A: Adaptive Latent Pruning for Lightweight Latent Diffusion Models

    Jun 22, 2026Kissa Zahra, Zaib Un NisaLatent Diffusion ModelAutoencoder Architectures

    Department of Computer Science, National University of Computer and Emerging Sciences

  43. FedOT: Ownership Verification and Leakage Tracing via Watermarks for Federated LDMs

    Jun 22, 2026Wenlong Cheng, Yuan Gan, Yunqiu Xu +1Federated LearningDataset Ownership Verification

    Northwest Normal University · The University of Tokyo · National University of Singapore +1

  44. CrossFlow: One-Step Generation Across Latent and Pixel Spaces

    Jun 18, 2026Xiyuan Wang, Xiao Zhang, Yang Li +4Latent Diffusion ModelConditional Variational Autoencoder

    Institute for Artificial Intelligence, Peking University · Tencent · Fudan University

  45. Addressing Detail Bottlenecks in Latent Diffusion for RGB-to-SWIR Image Translation

    Jun 18, 2026Kaili Wang, Martin Dimitrievski, Jose Maria Salvador +3Unpaired Image-To-Image TranslationLatent Diffusion Model

    imec, 3001 Leuven, Belgium · imec-IPI-Ghent University, 9000 Ghent, Belgium · Yale University, New Haven, CT, USA

  46. The Market in the Model: Latent Diffusion as Neural Economy

    Jun 17, 2026Eryk SalvaggioLatent Diffusion ModelChild Sexual Abuse Material

    Cambridge Digital Humanities, University of Cambridge · Machine Visual Culture Research Group, Max Planck Institute

  47. MUNI: Multimodal Unified Latent Diffusion for Coherent Any-to-Any Generation

    Jun 15, 2026Kyeongmin Yeo, Yunhong Min, Minhyuk SungMultimodal GenerationMultimodal Diffusion Models

    KAIST

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

    Jun 14, 2026Marwan Farag, Steffen Wäldele, Yu YaoLane-Level Map GenerationLatent Diffusion Model

    University of Stuttgart, Stuttgart, Germany · Robert Bosch GmbH, Renningen, Germany · Motional, Inc

  49. HemExp: Clinically-Guided Latent Diffusion for Modeling Hematoma Expansion

    Jun 13, 2026Orhun Utku Aydin, Satoru Tanioka, Tzu I Chuang +7StrokeIdentity-Conditioned Latent Diffusion Models

    CLAIM – Charité Lab for AI in Medicine, Charité – Universitätsmedizin Berlin, corporate member of Freie Universität Berlin and Humboldt-Universität zu Berlin, Charitéplatz 1, 10117 Berlin, Germany · Department of Neurosurgery, Mie Chuo Medical Center, 2158-5 Myojin-cho,2026 514-1101, Hisai,Tsu, Japan

  50. VOID: Defeating Unauthorized Mimicry in Latent Diffusion Models

    Jun 10, 2026Chunlin Qiu, Ang Li, Tianxiao Huang +7Latent Diffusion ModelLLM Defense Mechanisms

    School of Cyber Science and Engineering, Wuhan University · School of Computer Science, Wuhan University · Institute for Math&AI, Wuhan University +2

  51. Data assimilation for subsurface flow using latent diffusion model parameterization: performance of ensemble-Kalman and Monte Carlo techniques

    Jun 9, 2026Guido Di Federico, Wenchao Teng, Louis J. DurlofskyData AssimilationSubsurface Scattering

    Department of Energy Science & Engineering, Stanford University, Stanford, CA, 94305, USA

  52. EditSSC: Toward Editable Semantic Occupancy Scenes with Unconditional Diffusion Models

    Jun 8, 2026Fatima Balde, Raoul de Charette, Alexandre Boulch3D Scene Generation3D Scene Understanding

    Inria

  53. Continuous Language Diffusion as a Decoder-Interface Problem

    Jun 7, 2026Zhicheng Du, Lan MaDiffusion Language ModelsLatent Diffusion Model

    Tsinghua Shenzhen International Graduate School, Tsinghua University

  54. Latent Diffusion Policy: Shaping Latent Spaces for Diffusion-Based Robotic Manipulation

    Jun 7, 2026Zhexuan Zhou, Yichen Lai, Jinhao Zhang +3Visuomotor PolicyRobotic Manipulation

  55. Bypassing Copyright Protection in Diffusion-based Customization via Two-Stage Latent Feature Optimization

    Jun 6, 2026Ziang Xu, Wenbo Yu, Hongyao Yu +6Latent Diffusion ModelCopyright Defenses

    Harbin Institute of Technology, Shenzhen Shenzhen, Guangdong, China · Tsinghua Shenzhen International Graduate School Shenzhen, Guangdong, China

  56. ARAPDiffusion: ARAP Regularization for Diffusion-Based Deformable Shape Space Learning

    Jun 5, 2026Haibo Liu, Jinghan Ke, Haitao Yang +3Deformable CnnLatent Diffusion Model

    University of Texas at Austin · 2Westlake University

  57. Latent Diffusion Pretraining for Crystal Property Prediction

    May 30, 2026Shrimon Mukherjee, Kishalay Das, Partha Basuchowdhuri +2CrystalPhysics-Guided Diffusion

    School of Mathematical & Computational Sciences, Indian Association for the Cultivation of Science, Kolkata, India · Computer Science and Engineering, Indian Institute of Technology Kharagpur, India.

  58. Wavelet-Fusion Diffusion Model for Multimodal Brain MRI Synthesis with Modality and Metadata Conditioning

    May 30, 2026Muhammad Nabi Yasinzai, Remika Mito, Mangor PedersenMedical Image GenerationMultimodal Diffusion Models

    Department of Psychology & Neuroscience, Auckland University of Technology, Auckland, New Zealand. · Department of Psychiatry, University of Melbourne, Melbourne, Victoria 3053, Australia. · Auckland University of Technology, Auckland, New Zealand.

  59. UNISON: A Unified Sound Generation and Editing Framework via Deep LLM Fusion

    May 29, 2026Zhaoqing Li, Haoning Xu, Jingran Su +9Modern Generative Audio ModelsLatent Diffusion Model

    The Chinese University of Hong Kong · The Hong Kong Polytechnic University · City University of Hong Kong +3

  60. DiffCrossGait: Trajectory-Level Alignment for 2D-3D Cross-Modal Gait Recognition via Latent Diffusion

    May 29, 2026Zhiyang Lu, Ming ChengGait RecognitionCross-Modal

    1Fujian Key Laboratory of Urban Intelligent Sensing and Com · 2Key Laboratory of Multimedia Trusted Perception and Efficient Computing, Min