Implementation of Classifier Free Guidance in Pytorch, with emphasis on text conditioning, and flexibility to include multiple text embedding models
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Oct 6, 2024 - Python
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classifier-free-guidance
Here are 13 public repositories matching this topic...
Creating a diffusion model from scratch in PyTorch to learn exactly how they work.
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May 17, 2024 - Python
Remaining Useful Life estimation and sensor data generation by VAE and diffusion model on C-MAPSS dataset.
time-series pytorch vae latent-variable-models triplet-loss variational-autoencoder remaining-useful-life latent-space diffusion-models c-mapss turbofan-engine ddpm classifier-free-guidance conditional-data-generation preventive-maintenance
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May 17, 2024 - Python
ReNeg: Learning Negative Embedding with Reward Guidance
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Jan 2, 2025 - Python
The implementation for "3D Scene Diffusion Guidance using Scene Graphs" paper. A Diffusion Model for Conditional 3D Scene Generation with Classifier-Free Guidance on Scene Graphs
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Aug 15, 2023 - Jupyter Notebook
Exploring classifier-free guidance in a DDPM language model for text generation towards emotion targets.
text-generation language-model diffusion ddpm guided-diffusion classifier-free classifier-free-guidance
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Sep 23, 2023 - Python
extension for Forge webui; methods to modify the CFG during diffusion; can bypass uncond calculations for free performance gain
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Jun 25, 2024 - Python
A Simplified notebook for Smoothed Energy Guidance utilised for Stable Diffusion 2.1 base
diffusion-model attention-map classifier-free-guidance stable-diffusion-2-1 smoothed-energy-guidance
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Jan 10, 2025 - Jupyter Notebook
PyTorch implementation of 'CFG' (Ho et al., 2022).
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May 15, 2024 - Python
DDPM (Denoising Diffusion Probabilistic Models) and DDIM (Denoising Diffusion Implicit Models) for conditional image generation
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Jan 17, 2025 - Python
DogFusion: Dog Image Generation.
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Aug 12, 2024 - Python
A PyTorch implementation of DDPM
pytorch diffusion implementation-of-research-paper paper-implementation ddpm classifier-free-guidance
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Nov 22, 2024 - Python
In this project, you will find an implementation of a diffusion model, trained on images of handwritten numbers from the MNIST dataset.
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Nov 19, 2024 - Jupyter Notebook
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