baofff / Analytic-DPM
Code for the paper Analytic-DPM: an Analytic Estimate of the Optimal Reverse Variance in Diffusion Probabilistic Models (ICLR 2022 Outstanding Paper Award)
☆171Updated 2 years ago
Alternatives and similar repositories for Analytic-DPM:
Users that are interested in Analytic-DPM are comparing it to the libraries listed below
- Official implementation for Estimating the Optimal Covariance with Imperfect Mean in Diffusion Probabilistic Models (ICML 2022), and a re…☆107Updated 2 years ago
- [ICLR 2023]DEIS: Fast Sampling of Diffusion Models with Exponential Integrator☆156Updated 2 years ago
- CVPR 2022☆146Updated 9 months ago
- Official code for "Maximum Likelihood Training for Score-Based Diffusion ODEs by High-Order Denoising Score Matching" (ICML 2022)☆61Updated 2 years ago
- [ICCV 2023] Online Clustered Codebook☆167Updated 7 months ago
- The official implementation for Pseudo Numerical Methods for Diffusion Models on Manifolds (PNDM, PLMS | ICLR2022)☆343Updated 2 years ago
- Official PyTorch implementation for FastDPM, a fast sampling algorithm for diffusion probabilistic models☆84Updated 3 years ago
- The official PyTorch implementation of Fast Diffusion Model☆95Updated last year
- Code for the ECCV 2022 paper "Unleashing Transformers"☆183Updated 2 years ago
- Official code for "DPM-Solver-v3: Improved Diffusion ODE Solver with Empirical Model Statistics" (NeurIPS 2023)☆115Updated last year
- ☆211Updated last year
- ☆461Updated 2 years ago
- Official Pytorch Implementation of Our CVPR2023 Paper: "Towards Accurate Image Coding: Improved Autoregressive Image Generation with Dyna…☆172Updated last year
- PyTorch code and model checkpoints for Score identity Distillation (SiD) and its adversarial version (SiDA)☆116Updated 3 weeks ago
- Minimum implementation of EDM (Elucidating the Design Space of Diffusion-Based Generative Models) on cifar10 and mnist☆51Updated last year
- Code for the Paper "Improving Diffusion Model Efficiency Through Patching"☆114Updated last year
- [NeurIPS 2023] Official Implementation: "Consistent Diffusion Models"☆55Updated 2 years ago
- [ICML 2023] Reflected Diffusion Models (https://arxiv.org/abs/2304.04740)☆158Updated last year
- Consistency Models Made Easy☆278Updated 6 months ago
- PyTorch implementation of D2C: Diffuison-Decoding Models for Few-shot Conditional Generation.☆124Updated 3 years ago
- Implementation of "Analyzing and Improving the Training Dynamics of Diffusion Models"☆94Updated last year
- Using pre-trained Diffusion models as priors for inference tasks☆201Updated 2 years ago
- ☆219Updated 2 years ago
- Official Implementation for "Consistency Flow Matching: Defining Straight Flows with Velocity Consistency"☆209Updated 3 months ago
- Improved diffusion generative models with subspaces☆133Updated 2 years ago
- [ICCV 2023] https://arxiv.org/abs/2210.05559☆120Updated 2 years ago
- Official Pytorch Implementation of Our CVPR2023 Paper: "Not All Image Regions Matter: Masked Vector Quantization for Autoregressive Image…☆57Updated last year
- An unofficial implementation of both ViT-VQGAN and RQ-VAE in Pytorch☆301Updated 2 weeks ago
- Score-Based Generative Modeling with Critically-Damped Langevin Diffusion☆197Updated last year
- The Official PyTorch Implementation of "LSGM: Score-based Generative Modeling in Latent Space" (NeurIPS 2021)☆359Updated 3 years ago