layer6ai-labs / dgm-evalLinks
Codebase for evaluation of deep generative models as presented in Exposing flaws of generative model evaluation metrics and their unfair treatment of diffusion models
☆195Updated 8 months ago
Alternatives and similar repositories for dgm-eval
Users that are interested in dgm-eval are comparing it to the libraries listed below
Sorting:
- PyTorch implementation of CLIP Maximum Mean Discrepancy (CMMD) for evaluating image generation models.☆153Updated last year
- Unofficial Implementation of Consistency Models in pytorch☆260Updated 2 years ago
- official repo for Asyrp : Diffusion Models already have a Semantic Latent Space (ICLR2023)☆284Updated 2 years ago
- [ICML 2023] official implementation for "Input Perturbation Reduces Exposure Bias in Diffusion Models"☆122Updated 7 months ago
- Official Implementation of understanding the latent space of diffusion models through the lens of riemannian geometry (NeurIPS 2023)☆91Updated last year
- [ECCV 2024, Oral] FMBoost: Boosting Latent Diffusion with Flow Matching☆249Updated last month
- ☆212Updated 2 years ago
- Official repo for Discriminator Guidance.☆165Updated 9 months ago
- Consistency Models Made Easy☆318Updated last year
- [ICCV 2023] Efficient Diffusion Training via Min-SNR Weighting Strategy☆261Updated 11 months ago
- ☆502Updated 2 years ago
- Official pytorch implementation of the paper: "An Edit Friendly DDPM Noise Space: Inversion and Manipulations". CVPR 2024.☆357Updated last year
- A mini-library for training consistency models.☆249Updated last year
- Code for Fast Training of Diffusion Models with Masked Transformers☆416Updated last year
- Implementation of "Analyzing and Improving the Training Dynamics of Diffusion Models"☆94Updated last year
- PyTorch code and model checkpoints for Score identity Distillation (SiD) and its adversarial version (SiDA)☆143Updated 7 months ago
- ☆310Updated last year
- Code for the Paper "Improving Diffusion Model Efficiency Through Patching"☆113Updated last year
- Smooth Diffusion: Crafting Smooth Latent Spaces in Diffusion Models arXiv 2023 / CVPR 2024☆350Updated last year
- A minimal yet resourceful implementation of diffusion models (along with pretrained models + synthetic images for nine datasets)☆299Updated last year
- ☆321Updated 9 months ago
- [ICLR 2025] Code for our paper: GNRI: Lightning-Fast Image Inversion and Editing for Text-to-Image Diffusion Models☆62Updated 8 months ago
- [ICLR 2023]DEIS: Fast Sampling of Diffusion Models with Exponential Integrator☆160Updated 2 years ago
- Pytorch implementation of common image generation metrics.☆191Updated last year
- ☆108Updated 10 months ago
- ☆97Updated 2 years ago
- EDM2 and Autoguidance -- Official PyTorch implementation☆790Updated 11 months ago
- ☆341Updated 2 years ago
- [ICML'25] EQ-VAE: Equivariance Regularized Latent Space for Improved Generative Image Modeling.☆161Updated 4 months ago
- 🚀 PyTorch Implementation of "Progressive Distillation for Fast Sampling of Diffusion Models(v-diffusion)"☆254Updated 3 years ago