Methods › General › Dimensionality Reduction › Latent Diffusion Model
Latent Diffusion Model
Introduced by Robin Rombach et al. in High-Resolution Image Synthesis with Latent Diffusion Models
archive 2025-07-28 Description, source and code snippet are the archive's method entry.
Diffusion models applied to latent spaces, which are normally built with (Variational) Autoencoders.
Papers archive 2025-07-28
30 shown of 366, newest first. Repository counts are the archive's code-links table. A Syntology line states what Syntology ran from that paper's harvested code; it is per sample and not a correctness claim.
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Latent Space Consistency for Sparse-View CT Reconstruction 15 Jul 2025 · 0 repositories · arXiv:2507.11152
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MultiViT2: A Data-augmented Multimodal Neuroimaging Prediction Framework via Latent Diffusion Model 16 Jun 2025 · 0 repositories · arXiv:2506.13667
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GM-LDM: Latent Diffusion Model for Brain Biomarker Identification through Functional Data-Driven Gray Matter Synthesis 15 Jun 2025 · 0 repositories · arXiv:2506.12719
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Anatomy-Grounded Weakly Supervised Prompt Tuning for Chest X-ray Latent Diffusion Models 12 Jun 2025 · 0 repositories · arXiv:2506.10633
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High-resolution efficient image generation from WiFi CSI using a pretrained latent diffusion model 12 Jun 2025 · 0 repositories · arXiv:2506.10605
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Latent Diffusion Model Based Denoising Receiver for 6G Semantic Communication: From Stochastic Differential Theory to Application 6 Jun 2025 · 0 repositories · arXiv:2506.05710
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Latent Wavelet Diffusion: Enabling 4K Image Synthesis for Free 31 May 2025 · 0 repositories · arXiv:2506.00433Syntology ran 2 of 10 samples · 8 unverified
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Cora: Correspondence-aware image editing using few step diffusion 29 May 2025 · 1 repository · arXiv:2505.23907
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SAIL: Self-supervised Albedo Estimation from Real Images with a Latent Diffusion Model 26 May 2025 · 0 repositories · arXiv:2505.19751
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Masked Conditioning for Deep Generative Models 22 May 2025 · 0 repositories · arXiv:2505.16725
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Sculpting Features from Noise: Reward-Guided Hierarchical Diffusion for Task-Optimal Feature Transformation 21 May 2025 · 1 repository · arXiv:2505.15152
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ORL-LDM: Offline Reinforcement Learning Guided Latent Diffusion Model Super-Resolution Reconstruction 15 May 2025 · 0 repositories · arXiv:2505.10027
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Score-based diffusion nowcasting of GOES imagery 15 May 2025 · 0 repositories · arXiv:2505.10432
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Mission Balance: Generating Under-represented Class Samples using Video Diffusion Models 14 May 2025 · 1 repository · arXiv:2505.09858
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HistDiST: Histopathological Diffusion-based Stain Transfer 11 May 2025 · 0 repositories · arXiv:2505.06793
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Computationally Efficient Diffusion Models in Medical Imaging: A Comprehensive Review 9 May 2025 · 0 repositories · arXiv:2505.07866
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GlyphMastero: A Glyph Encoder for High-Fidelity Scene Text Editing 8 May 2025 · 0 repositories · arXiv:2505.04915
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From Spaceborne to Airborne: SAR Image Synthesis Using Foundation Models for Multi-Scale Adaptation 5 May 2025 · 0 repositories · arXiv:2505.03844
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Model See Model Do: Speech-Driven Facial Animation with Style Control 2 May 2025 · 0 repositories · arXiv:2505.01319
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GuideSR: Rethinking Guidance for One-Step High-Fidelity Diffusion-Based Super-Resolution 1 May 2025 · 0 repositories · arXiv:2505.00687
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Safety-Critical Traffic Simulation with Guided Latent Diffusion Model 1 May 2025 · 0 repositories · arXiv:2505.00515
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MagicPortrait: Temporally Consistent Face Reenactment with 3D Geometric Guidance 30 Apr 2025 · 1 repository · arXiv:2504.21497
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Appa: Bending Weather Dynamics with Latent Diffusion Models for Global Data Assimilation 25 Apr 2025 · 0 repositories · arXiv:2504.18720
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polyGen: A Learning Framework for Atomic-level Polymer Structure Generation 24 Apr 2025 · 0 repositories · arXiv:2504.17656
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Causal Disentanglement for Robust Long-tail Medical Image Generation 20 Apr 2025 · 0 repositories · arXiv:2504.14450
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Enhancing Person-to-Person Virtual Try-On with Multi-Garment Virtual Try-Off 17 Apr 2025 · 1 repository · arXiv:2504.13078
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Deep Generative Model-Based Generation of Synthetic Individual-Specific Brain MRI Segmentations 15 Apr 2025 · 1 repository · arXiv:2504.12352
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WaterFlow: Learning Fast & Robust Watermarks using Stable Diffusion 15 Apr 2025 · 0 repositories · arXiv:2504.12354
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Controllable Expressive 3D Facial Animation via Diffusion in a Unified Multimodal Space 14 Apr 2025 · 0 repositories · arXiv:2506.10007
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ID-Booth: Identity-consistent Face Generation with Diffusion Models 10 Apr 2025 · 1 repository · arXiv:2504.07392
Tasks archive 2025-07-28
20 shown of 290 tasks the archive attaches to papers tagged with this method, by distinct papers. A task without a page in the catalog is plain text.
Usage over time archive 2025-07-28
Components: the archive holds no method-to-method composition, so PwC's Components table cannot be rebuilt; the Papers list carries no Results column for the same reason (the archive does not join its leaderboard rows to method tags).
Categories archive 2025-07-28
Report a problem or propose a change · a person checks every report against the paper or source before anything changes; decisions are listed on /corrections