AIoT-MLSys-Lab / Efficient-Diffusion-Model-SurveyLinks
[TMLR 2025] Efficient Diffusion Models: A Survey
☆100Updated 2 months ago
Alternatives and similar repositories for Efficient-Diffusion-Model-Survey
Users that are interested in Efficient-Diffusion-Model-Survey are comparing it to the libraries listed below
Sorting:
- Awesome List of Consistency Models☆115Updated 4 months ago
- [CVPR 2025] HMAR: Efficient Hierarchical Masked Auto-Regressive Image Generation☆45Updated last month
- FORA introduces simple yet effective caching mechanism in Diffusion Transformer Architecture for faster inference sampling.☆48Updated last year
- This is a repo to track the latest autoregressive visual generation papers.☆393Updated 2 months ago
- Curated list of methods that focuses on improving the efficiency of diffusion models☆46Updated last year
- [CVPR 2025 Highlight] TinyFusion: Diffusion Transformers Learned Shallow☆137Updated 5 months ago
- [NeurIPS 2024] Learning-to-Cache: Accelerating Diffusion Transformer via Layer Caching☆112Updated last year
- Autoregressive Image Generation with Randomized Parallel Decoding☆72Updated 5 months ago
- [ICML2025] Sparse VideoGen: Accelerating Video Diffusion Transformers with Spatial-Temporal Sparsity☆417Updated last week
- Code for ICML 2025 Paper "Highly Compressed Tokenizer Can Generate Without Training"☆166Updated 2 months ago
- ☆84Updated 5 months ago
- (ICCV 2025) "Principal Components" Enable A New Language of Images☆59Updated last month
- The collection of awesome papers on alignment of diffusion models.☆325Updated last week
- This repository includes the official implementation of our paper "Beyond Next-Token: Next-X Prediction for Autoregressive Visual Generat…☆233Updated 4 months ago
- PyTorch re-implementation for MeanFlow☆95Updated last month
- [CVPR 2025 (Oral)] Open implementation of "RandAR"☆191Updated last month
- SpeeD: A Closer Look at Time Steps is Worthy of Triple Speed-Up for Diffusion Model Training☆182Updated 7 months ago
- Official implementation of paper "VMoBA: Mixture-of-Block Attention for Video Diffusion Models"☆41Updated 2 months ago
- JAX implementation of MeanFlow☆344Updated last month
- PyTorch implementation of DiffMoE, TC-DiT, EC-DiT and Dense DiT☆123Updated 4 months ago
- [CVPR 2025] CoDe: Collaborative Decoding Makes Visual Auto-Regressive Modeling Efficient☆105Updated 5 months ago
- 📚 Collection of awesome generation acceleration resources.☆324Updated last month
- [ICCV2025]Generate one 2K image on single 3090 GPU!☆55Updated 3 weeks ago
- Pytorch implementation of MeanFlow on ImageNet and CIFAR10☆220Updated last week
- A list of papers, docs, codes about diffusion distillation.This repo collects various distillation methods for the Diffusion model. Welc…☆36Updated last year
- Official Implementation of Paper Transfer between Modalities with MetaQueries☆222Updated last month
- (SRA) No Other Representation Component Is Needed: Diffusion Transformers Can Provide Representation Guidance by Themselves☆84Updated last month
- This is the official implementation for ControlVAR.☆119Updated 8 months ago
- Codes accompanying the paper "Toward Guidance-Free AR Visual Generation via Condition Contrastive Alignment"☆33Updated 6 months ago
- PyTorch code and model checkpoints for Score identity Distillation (SiD) and its adversarial version (SiDA)☆132Updated 5 months ago