SalesforceAIResearch / DiffusionDPO
Code for "Diffusion Model Alignment Using Direct Preference Optimization"
☆450Updated 2 months ago
Alternatives and similar repositories for DiffusionDPO:
Users that are interested in DiffusionDPO are comparing it to the libraries listed below
- AlignProp uses direct reward backpropogation for the alignment of large-scale text-to-image diffusion models. Our method is 25x more samp…☆282Updated 5 months ago
- [CVPR 2024] Code for the paper "Using Human Feedback to Fine-tune Diffusion Models without Any Reward Model"☆218Updated last year
- [ICLR 2025] Rectified Diffusion: Straightness Is Not Your Need☆215Updated last month
- Smooth Diffusion: Crafting Smooth Latent Spaces in Diffusion Models arXiv 2023 / CVPR 2024☆338Updated 7 months ago
- PeRFlow: Piecewise Rectified Flow as Universal Plug-and-Play Accelerator (NeurIPS 2024)☆499Updated 10 months ago
- Implementation of a single layer of the MMDiT, proposed in Stable Diffusion 3, in Pytorch☆342Updated 3 months ago
- GenEval: An object-focused framework for evaluating text-to-image alignment☆232Updated last month
- Human Preference Score v2: A Solid Benchmark for Evaluating Human Preferences of Text-to-Image Synthesis☆485Updated 11 months ago
- ☆497Updated 4 months ago
- [ICCV 2023] Efficient Diffusion Training via Min-SNR Weighting Strategy☆245Updated 4 months ago
- Official pytorch implementation of the paper: "An Edit Friendly DDPM Noise Space: Inversion and Manipulations". CVPR 2024.☆332Updated 9 months ago
- [Neurips 2023 & TPAMI] T2I-CompBench (++) for Compositional Text-to-image Generation Evaluation☆249Updated 2 weeks ago
- Code for Fast Training of Diffusion Models with Masked Transformers☆398Updated 11 months ago
- Official PyTorch Implementation of "SiT: Exploring Flow and Diffusion-based Generative Models with Scalable Interpolant Transformers"☆811Updated last year
- MoVQGAN - model for the image encoding and reconstruction☆233Updated last year
- Official implementation of "Controlling Text-to-Image Diffusion by Orthogonal Finetuning".☆290Updated 6 months ago
- [NeurIPS 2024] CV-VAE: A Compatible Video VAE for Latent Generative Video Models☆274Updated 4 months ago
- [CVPR 2025] Aesthetic Post-Training Diffusion Models from Generic Preferences with Step-by-step Preference Optimization☆201Updated 2 weeks ago
- (NeurIPS 2024 Oral 🔥) Improved Distribution Matching Distillation for Fast Image Synthesis☆752Updated last month
- An open-source toolbox for fast sampling of diffusion models. Official implementations of our works published in ICML, NeurIPS, CVPR.☆278Updated last month
- [ICLR'25 Oral] Representation Alignment for Generation: Training Diffusion Transformers Is Easier Than You Think☆939Updated last month
- This repo contains the code for 1D tokenizer and generator☆838Updated last month
- [ICLR2024] Official repo for paper "PnP Inversion: Boosting Diffusion-based Editing with 3 Lines of Code"☆313Updated last year
- The collection of awesome papers on alignment of diffusion models.☆190Updated this week
- VisionReward: Fine-Grained Multi-Dimensional Human Preference Learning for Image and Video Generation☆220Updated 3 weeks ago
- [CVPR 2024] | LAMP: Learn a Motion Pattern for Few-Shot Based Video Generation☆278Updated last year
- [ICLR 2025] Autoregressive Video Generation without Vector Quantization☆477Updated this week
- [WACV 2024] Training-Free Layout Control with Cross-Attention Guidance☆257Updated last year
- [ICLR2024] The official implementation of paper "VDT: General-purpose Video Diffusion Transformers via Mask Modeling", by Haoyu Lu, Guoxi…☆236Updated 11 months ago
- SpeeD: A Closer Look at Time Steps is Worthy of Triple Speed-Up for Diffusion Model Training☆178Updated 2 months ago