NUS-HPC-AI-Lab / SpeeD
SpeeD: A Closer Look at Time Steps is Worthy of Triple Speed-Up for Diffusion Model Training
☆178Updated 2 months ago
Alternatives and similar repositories for SpeeD:
Users that are interested in SpeeD are comparing it to the libraries listed below
- Scaling Diffusion Transformers with Mixture of Experts☆308Updated 7 months ago
- [NeurIPS 2024] Learning-to-Cache: Accelerating Diffusion Transformer via Layer Caching☆100Updated 9 months ago
- The collection of awesome papers on alignment of diffusion models.☆173Updated 2 weeks ago
- FORA introduces simple yet effective caching mechanism in Diffusion Transformer Architecture for faster inference sampling.☆44Updated 9 months ago
- ☆156Updated 3 months ago
- PyTorch code and model checkpoints for Score identity Distillation (SiD) and its adversarial version (SiDA)☆112Updated 2 weeks ago
- VisionReward: Fine-Grained Multi-Dimensional Human Preference Learning for Image and Video Generation☆216Updated 2 weeks ago
- STAR: Scale-wise Text-to-image generation via Auto-Regressive representations☆140Updated last month
- Adaptive Caching for Faster Video Generation with Diffusion Transformers☆144Updated 5 months ago
- [ICLR 2025] OpenVid-1M: A Large-Scale High-Quality Dataset for Text-to-video Generation☆272Updated last month
- The official implementation for "MonoFormer: One Transformer for Both Diffusion and Autoregression"☆86Updated 6 months ago
- This is a repo to track the latest autoregressive visual generation papers.☆246Updated this week
- [ICLR 2025] Rectified Diffusion: Straightness Is Not Your Need☆210Updated last month
- [CVPR 2024] Code for the paper "Using Human Feedback to Fine-tune Diffusion Models without Any Reward Model"☆215Updated last year
- GenEval: An object-focused framework for evaluating text-to-image alignment☆220Updated last month
- ☆64Updated 2 weeks ago
- official repo for "VideoScore: Building Automatic Metrics to Simulate Fine-grained Human Feedback for Video Generation" [EMNLP2024]☆89Updated 2 months ago
- official code for Diff-Instruct algorithm for one-step diffusion distillation☆71Updated 3 months ago
- [NeurIPS 2024] CV-VAE: A Compatible Video VAE for Latent Generative Video Models☆270Updated 4 months ago
- My Implementation of Adversarial Diffusion Distillation https://arxiv.org/pdf/2311.17042.pdf☆69Updated 4 months ago
- Score identity Distillation with Long and Short Guidance for One-Step Text-to-Image Generation☆62Updated last month
- MoVQGAN - model for the image encoding and reconstruction☆229Updated last year
- [CVPR 2025] CoDe: Collaborative Decoding Makes Visual Auto-Regressive Modeling Efficient☆96Updated 2 weeks ago
- An open-source implementation of Regional Adaptive Sampling (RAS), a novel diffusion model sampling strategy that introduces regional var…☆125Updated last month
- AlignProp uses direct reward backpropogation for the alignment of large-scale text-to-image diffusion models. Our method is 25x more samp…☆281Updated 5 months ago
- [CVPR 2024] On the Content Bias in Fréchet Video Distance☆106Updated 6 months ago
- Official implementation of "Controlling Text-to-Image Diffusion by Orthogonal Finetuning".☆289Updated 5 months ago
- EQ-VAE: Equivariance Regularized Latent Space for Improved Generative Image Modeling.☆90Updated last month
- Open source implementation and models of One-step Diffusion with Distribution Matching Distillation☆138Updated 10 months ago
- Official Implementation for Diffusion Models Without Classifier-free Guidance☆110Updated last month