SonyResearch / micro_diffusion
Repo is required for the code of our research paper on micro-budget training of large scale diffusion model.
☆153Updated 3 months ago
Related projects ⓘ
Alternatives and complementary repositories for micro_diffusion
- AlignProp uses direct reward backpropogation for the alignment of large-scale text-to-image diffusion models. Our method is 25x more samp…☆241Updated last week
- GenEval: An object-focused framework for evaluating text-to-image alignment☆112Updated 3 months ago
- Official Implementation of weights2weights☆121Updated last month
- Scaling Diffusion Transformers with Mixture of Experts☆202Updated 2 months ago
- ☆113Updated last week
- Smooth Diffusion: Crafting Smooth Latent Spaces in Diffusion Models arXiv 2023 / CVPR 2024☆317Updated last month
- ☆97Updated 3 weeks ago
- Step-aware Preference Optimization: Aligning Preference with Denoising Performance at Each Step☆157Updated 4 months ago
- HART: Efficient Visual Generation with Hybrid Autoregressive Transformer☆315Updated 3 weeks ago
- SpeeD: A Closer Look at Time Steps is Worthy of Triple Speed-Up for Diffusion Model Training☆160Updated 3 weeks ago
- Official PyTorch and Diffusers Implementation of "LinFusion: 1 GPU, 1 Minute, 16K Image"☆237Updated last month
- Officail Implementation for "ReNoise: Real Image Inversion Through Iterative Noising"☆196Updated 4 months ago
- Official implementation of "Controlling Text-to-Image Diffusion by Orthogonal Finetuning".☆279Updated 2 weeks ago
- MoVQGAN - model for the image encoding and reconstruction☆184Updated last year
- [NeurIPS 2024] Learning-to-Cache: Accelerating Diffusion Transformer via Layer Caching☆71Updated 3 months ago
- ☆103Updated 8 months ago
- [Neurips 2023] T2I-CompBench: A Comprehensive Benchmark for Open-world Compositional Text-to-image Generation☆209Updated this week
- T-GATE: Temporally Gating Attention to Accelerate Diffusion Model for Free!☆358Updated 2 months ago
- ☆189Updated 3 months ago
- ☆153Updated last year
- Code for "Diffusion Model Alignment Using Direct Preference Optimization"☆261Updated 10 months ago
- STAR: Scale-wise Text-to-image generation via Auto-Regressive representations☆117Updated 4 months ago
- [NeurIPS'2024] Invertible Consistency Distillation for Text-Guided Image Editing in Around 7 Steps☆84Updated 4 months ago
- An implementation of the Prompt-to-Prompt paper for the SDXL architecture☆91Updated 5 months ago
- Train VAE like a boss☆242Updated 2 weeks ago
- Rectified Diffusion: Straightness Is Not Your Need☆117Updated last week
- PyTorch implementation of CLIP Maximum Mean Discrepancy (CMMD) for evaluating image generation models.☆97Updated 7 months ago
- Paint by Inpaint: Learning to Add Image Objects by Removing Them First☆87Updated 2 months ago
- Official codebase for Margin-aware Preference Optimization for Aligning Diffusion Models without Reference (MaPO).☆59Updated 4 months ago
- (CVPR 2024) 🧩 TokenCompose: Text-to-Image Diffusion with Token-level Supervision☆111Updated 3 weeks ago