AndyShih12 / paradigms
PyTorch implementation for "Parallel Sampling of Diffusion Models", NeurIPS 2023 Spotlight
☆120Updated 11 months ago
Related projects: ⓘ
- FMBoost: Boosting Latent Diffusion with Flow Matching (ECCV 2024 Oral)☆123Updated last month
- [ICCV 2023] Efficient Diffusion Training via Min-SNR Weighting Strategy☆214Updated 5 months ago
- Code for Fast Training of Diffusion Models with Masked Transformers☆351Updated 4 months ago
- Official code for "DPM-Solver-v3: Improved Diffusion ODE Solver with Empirical Model Statistics" (NeurIPS 2023)☆93Updated 5 months ago
- [ICML 2023] Reflected Diffusion Models (https://arxiv.org/abs/2304.04740)☆154Updated 11 months ago
- Code for "Diffusion Model Alignment Using Direct Preference Optimization"☆229Updated 8 months ago
- SpeeD: A Closer Look at Time Steps is Worthy of Triple Speed-Up for Diffusion Model Training☆148Updated 2 months ago
- The codebase of our paper "Improving the Training of Rectified Flows"☆65Updated 2 months ago
- Implementation of a single layer of the MMDiT, proposed in Stable Diffusion 3, in Pytorch☆236Updated 3 weeks ago
- Implementation of "DiffFit: Unlocking Transferability of Large Diffusion Models via Simple Parameter-Efficient Fine-Tuning"☆75Updated last year
- My Implementation of Adversarial Diffusion Distillation https://arxiv.org/pdf/2311.17042.pdf☆38Updated 4 months ago
- Scaling Diffusion Transformers with Mixture of Experts☆178Updated last week
- An in-context conditioning version of MUSE with pre-trained checkpoints.☆105Updated last year
- AlignProp uses direct reward backpropogation for the alignment of large-scale text-to-image diffusion models. Our method is 25x more samp…☆228Updated 6 months ago
- Implementation of rectified flow and some of its followup research / improvements in Pytorch☆141Updated 3 weeks ago
- A Toolkit for OpenAI's Consistency Models.☆194Updated last year
- Minimum implementation of EDM (Elucidating the Design Space of Diffusion-Based Generative Models) on cifar10 and mnist☆34Updated 9 months ago
- Implementation of "Analyzing and Improving the Training Dynamics of Diffusion Models"☆87Updated 7 months ago
- Smooth Diffusion: Crafting Smooth Latent Spaces in Diffusion Models arXiv 2023 / CVPR 2024☆299Updated 5 months ago
- GENIE: Higher-Order Denoising Diffusion Solvers☆88Updated 10 months ago
- [ICLR 2023]DEIS: Fast Sampling of Diffusion Models with Exponential Integrator☆153Updated last year
- [NeurIPS 2023] Structural Pruning for Diffusion Models☆156Updated 2 months ago
- Scalable Diffusion Models with State Space Backbone☆146Updated 6 months ago
- ☆211Updated last year
- Consistency Models Made Easy☆195Updated this week
- Official Implementation of understanding the latent space of diffusion models through the lens of riemannian geometry (NeurIPS 2023)☆67Updated 7 months ago
- Unofficial PyTorch implementation of the VideoLDM.☆144Updated last year
- Official Implementation for "Consistency Flow Matching: Defining Straight Flows with Velocity Consistency"☆130Updated 2 months ago
- Official implementation of "Controlling Text-to-Image Diffusion by Orthogonal Finetuning".☆279Updated 9 months ago
- Implementation of a multimodal diffusion transformer in Pytorch☆92Updated 2 months ago