Description
Diffusion models applied to latent spaces, which are normally built with (Variational) Autoencoders.
Papers Using This Method
Latent Space Consistency for Sparse-View CT Reconstruction2025-07-15MultiViT2: A Data-augmented Multimodal Neuroimaging Prediction Framework via Latent Diffusion Model2025-06-16GM-LDM: Latent Diffusion Model for Brain Biomarker Identification through Functional Data-Driven Gray Matter Synthesis2025-06-15High-resolution efficient image generation from WiFi CSI using a pretrained latent diffusion model2025-06-12Anatomy-Grounded Weakly Supervised Prompt Tuning for Chest X-ray Latent Diffusion Models2025-06-12Latent Diffusion Model Based Denoising Receiver for 6G Semantic Communication: From Stochastic Differential Theory to Application2025-06-06Latent Wavelet Diffusion: Enabling 4K Image Synthesis for Free2025-05-31Cora: Correspondence-aware image editing using few step diffusion2025-05-29SAIL: Self-supervised Albedo Estimation from Real Images with a Latent Diffusion Model2025-05-26Masked Conditioning for Deep Generative Models2025-05-22Sculpting Features from Noise: Reward-Guided Hierarchical Diffusion for Task-Optimal Feature Transformation2025-05-21ORL-LDM: Offline Reinforcement Learning Guided Latent Diffusion Model Super-Resolution Reconstruction2025-05-15Score-based diffusion nowcasting of GOES imagery2025-05-15Mission Balance: Generating Under-represented Class Samples using Video Diffusion Models2025-05-14HistDiST: Histopathological Diffusion-based Stain Transfer2025-05-11Computationally Efficient Diffusion Models in Medical Imaging: A Comprehensive Review2025-05-09GlyphMastero: A Glyph Encoder for High-Fidelity Scene Text Editing2025-05-08From Spaceborne to Airborne: SAR Image Synthesis Using Foundation Models for Multi-Scale Adaptation2025-05-05Model See Model Do: Speech-Driven Facial Animation with Style Control2025-05-02GuideSR: Rethinking Guidance for One-Step High-Fidelity Diffusion-Based Super-Resolution2025-05-01