Methods › General › Diffusion Models › Consistency Models

Consistency Models

59 papers tagged archive 2025-07-28

Introduced by Yang song et al. in Consistency Models

archive 2025-07-28 Description, source and code snippet are the archive's method entry.

The archive carries no description for this method.

Papers archive 2025-07-28

30 shown of 59, 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.

• Robust One-step Speech Enhancement via Consistency Distillation
  8 Jul 2025 · 1 repository · arXiv:2507.05688
• Flow-Anchored Consistency Models
  4 Jul 2025 · 1 repository · arXiv:2507.03738
  Syntology ran 8 of 14 samples · 6 unverified
• Align Your Flow: Scaling Continuous-Time Flow Map Distillation
  17 Jun 2025 · 0 repositories · arXiv:2506.14603
• Noise Conditional Variational Score Distillation
  11 Jun 2025 · 1 repository · arXiv:2506.09416
• Training-free Stylized Text-to-Image Generation with Fast Inference
  25 May 2025 · 0 repositories · arXiv:2505.19063
• Unified Continuous Generative Models
  12 May 2025 · 1 repository · arXiv:2505.07447
  Syntology ran 16 of 21 samples · 5 unverified
• Convergence Of Consistency Model With Multistep Sampling Under General Data Assumptions
  6 May 2025 · 0 repositories · arXiv:2505.03194
• Multi-Step Consistency Models: Fast Generation with Theoretical Guarantees
  2 May 2025 · 0 repositories · arXiv:2505.01049
• Visual Prompting for One-shot Controllable Video Editing without Inversion
  19 Apr 2025 · 0 repositories · arXiv:2504.14335
• High Quality Diffusion Distillation on a Single GPU with Relative and Absolute Position Matching
  26 Mar 2025 · 0 repositories · arXiv:2503.20744
• Real-Time Diffusion Policies for Games: Enhancing Consistency Policies with Q-Ensembles
  21 Mar 2025 · 0 repositories · arXiv:2503.16978
• Inductive Moment Matching
  10 Mar 2025 · 2 repositories · arXiv:2503.07565
  Syntology ran 2 of 2 samples · 0 unverified · 2 pointer-only (licence)
• ROCM: RLHF on consistency models
  8 Mar 2025 · 0 repositories · arXiv:2503.06171
• FRMD: Fast Robot Motion Diffusion with Consistency-Distilled Movement Primitives for Smooth Action Generation
  3 Mar 2025 · 0 repositories · arXiv:2503.02048
• Inverse Flow and Consistency Models
  17 Feb 2025 · 0 repositories · arXiv:2502.11333
• UniCMs: A Unified Consistency Model For Efficient Multimodal Generation and Understanding
  8 Feb 2025 · 1 repository · arXiv:2502.05415
• Improved Training Technique for Latent Consistency Models
  3 Feb 2025 · 1 repository · arXiv:2502.01441
  Syntology ran 7 of 8 samples · 1 unverified · 8 pointer-only (licence)
• CoSTI: Consistency Models for (a faster) Spatio-Temporal Imputation
  31 Jan 2025 · 1 repository · arXiv:2501.19364
• Music2Latent2: Audio Compression with Summary Embeddings and Autoregressive Decoding
  29 Jan 2025 · 0 repositories · arXiv:2501.17578
• Conditional Consistency Guided Image Translation and Enhancement
  2 Jan 2025 · 1 repository · arXiv:2501.01223
• Zero-Shot Image Restoration Using Few-Step Guidance of Consistency Models (and Beyond)
  29 Dec 2024 · 1 repository · arXiv:2412.20596
• Single Trajectory Distillation for Accelerating Image and Video Style Transfer
  25 Dec 2024 · 0 repositories · arXiv:2412.18945
• Self-Corrected Flow Distillation for Consistent One-Step and Few-Step Text-to-Image Generation
  22 Dec 2024 · 0 repositories · arXiv:2412.16906
• From Noise to Nuance: Advances in Deep Generative Image Models
  12 Dec 2024 · 0 repositories · arXiv:2412.09656
• TKG-DM: Training-free Chroma Key Content Generation Diffusion Model
  23 Nov 2024 · 1 repository · arXiv:2411.15580
• Enhancing Low Dose Computed Tomography Images Using Consistency Training Techniques
  19 Nov 2024 · 0 repositories · arXiv:2411.12181
• Inconsistencies In Consistency Models: Better ODE Solving Does Not Imply Better Samples
  13 Nov 2024 · 1 repository · arXiv:2411.08954
  Syntology ran 3 of 3 samples · 0 unverified · 3 pointer-only (licence)
• Efficient Denoising Method to Improve The Resolution of Satellite Images
  11 Nov 2024 · 0 repositories · arXiv:2411.10476
• Consistency Diffusion Bridge Models
  30 Oct 2024 · 2 repositories · arXiv:2410.22637
  Syntology ran 4 of 5 samples · 1 unverified · 5 pointer-only (licence)
• TurboHopp: Accelerated Molecule Scaffold Hopping with Consistency Models
  28 Oct 2024 · 1 repository · arXiv:2410.20660
  Syntology ran 6 of 12 samples · 6 unverified

Tasks archive 2025-07-28

20 shown of 71 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