YangLing0818 / consistency_flow_matching
Official Implementation for "Consistency Flow Matching: Defining Straight Flows with Velocity Consistency"
☆130Updated 2 months ago
Related projects: ⓘ
- Implementation of "Analyzing and Improving the Training Dynamics of Diffusion Models"☆87Updated 7 months ago
- Implementation of rectified flow and some of its followup research / improvements in Pytorch☆141Updated 3 weeks ago
- The codebase of our paper "Improving the Training of Rectified Flows"☆65Updated 2 months ago
- Official code for "DPM-Solver-v3: Improved Diffusion ODE Solver with Empirical Model Statistics" (NeurIPS 2023)☆93Updated 5 months ago
- Consistency Models Made Easy☆195Updated this week
- The official PyTorch implementation of Fast Diffusion Model☆91Updated last year
- Official PyTorch implementation of the paper: Flow Matching in Latent Space☆177Updated last month
- Official PyTorch implementation for the paper Minimizing Trajectory Curvature of ODE-based Generative Models, ICML 2023☆76Updated 3 months ago
- [NeurIPS 2023] Official Implementation: "Consistent Diffusion Models"☆52Updated last year
- ☆48Updated this week
- FMBoost: Boosting Latent Diffusion with Flow Matching (ECCV 2024 Oral)☆123Updated last month
- Score identity Distillation with Long and Short Guidance for One-Step Text-to-Image Generation☆20Updated last month
- ☆43Updated 2 weeks ago
- official code for Diff-Instruct algorithm for one-step diffusion distillation☆43Updated 5 months ago
- [ICCV 2023] Online Clustered Codebook☆133Updated 9 months ago
- Code for the paper Analytic-DPM: an Analytic Estimate of the Optimal Reverse Variance in Diffusion Probabilistic Models (ICLR 2022 Outsta…☆168Updated 2 years ago
- GENIE: Higher-Order Denoising Diffusion Solvers☆88Updated 10 months ago
- Minimum implementation of EDM (Elucidating the Design Space of Diffusion-Based Generative Models) on cifar10 and mnist☆34Updated 9 months ago
- [ECCV 2022] Accelerating Score-based Generative Models with Preconditioned Diffusion Sampling☆54Updated 5 months ago
- Annotated Flow Matching paper☆91Updated this week
- Official code for "Maximum Likelihood Training for Score-Based Diffusion ODEs by High-Order Denoising Score Matching" (ICML 2022)☆52Updated 2 years ago
- ☆217Updated 4 months ago
- PyTorch code and model checkpoints for Score identity Distillation (SiD) published in ICML 2024☆49Updated 3 months ago
- [ICML 2024] Improving Diffusion Models for Inverse Problems Using Optimal Posterior Covariance☆30Updated 2 months ago
- [ICLR 2024] Official code for the paper 'Elucidating the Exposure Bias in Diffusion Models'☆36Updated 4 months ago
- Improved diffusion generative models with subspaces☆131Updated 2 years ago
- An official pytorch implementation of AAAI 2024 paper "Latent Space Editing in Transformer-based Flow Matching"☆25Updated 5 months ago
- [ICLR 2023]DEIS: Fast Sampling of Diffusion Models with Exponential Integrator☆153Updated last year
- A Pytorch Implementation of Finite Scalar Quantization☆68Updated 9 months ago
- Official Implementation of understanding the latent space of diffusion models through the lens of riemannian geometry (NeurIPS 2023)☆67Updated 7 months ago