[MICCAI 2024] Easy diffusion models (optionally with segmentation guidance) for medical images and beyond.
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Jun 18, 2025 - Python
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conditional-diffusion
Here are 16 public repositories matching this topic...
[ECCV 2024] Diffusion Models for Monocular Depth Estimation: Overcoming Challenging Conditions
depth-prediction image-synthesis monocular-depth single-image-depth-prediction monocular-depth-estimation diffusion-models image-generation-ai conditional-diffusion depth-esimation
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Sep 28, 2024
A simple PyTorch implementation of conditional denoising diffusion probabilistic models (DDPM) on MNIST, Fashion-MNIST, and Sprite datasets
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May 18, 2024 - Python
ICML 2024, Official Implementation of "Cross-view Masked Diffusion Transformers for Person Image Synthesis."
diffusion-models state-of-the-art-models generative-ai conditional-diffusion xmdpt human-image-synthesis
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Nov 5, 2024 - Python
[ICML'24] Adsorbate Placement via Conditional Denoising Diffusion
machine-learning deep-learning deep-learning-framework catalysis diffusion-models heterogeneous-catalysis conditional-diffusion
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May 9, 2024 - Python
A PyTorch implementation of various deep generative models, including Diffusion (DDPM), GAN, cGAN, and VAE.
pytorch generative-adversarial-network mnist from-scratch conditional-gan fashion-mnist diffusion-models vae-pytorch conditional-generation conditional-diffusion
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Dec 9, 2024 - Jupyter Notebook
A project focused on generating synthetic fingerprint images using deep learning and image processing techniques. Aims to create realistic fingerprints for use in biometric research, security testing, and dataset augmentation.
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Sep 4, 2024 - Jupyter Notebook
Official Implementation of WaveStitch: Flexible and Fast Conditional Time Series Generation with Diffusion Models, (ACM SIGMOD 2026)
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Jan 7, 2026 - Python
Diffusion Models crash course with Pytorch from DeepLearningAI
computer-vision latent-space diffusion-models conditional-generation vision-models latent-diffusion generative-ai unconditional-generation genai conditional-diffusion
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Nov 14, 2024 - Jupyter Notebook
Generative models nano version for fun. No STOA here, nano first.
gan vae llama vit clip bert gemma rope diffusion variational-autoencoder conditional-vae vq-vae gpt2 huggingface ddim latent-diffusion rmsnorm llama2 multiqueryattention conditional-diffusion
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Jul 27, 2025 - Jupyter Notebook
PyTorch implementation for Conditional Image Generation via Score-Based Diffusion Generative Models
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Apr 4, 2024 - Jupyter Notebook
A diffusion model trained on FairFace with discrete conditioning on age, gender, and race. Generates high-quality face images using a custom UNet and DDPM scheduler.
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Aug 2, 2025 - Python
🖼️ Build and explore diffusion models for generating 16x16 pixel art sprites with a clear, from-scratch PyTorch implementation of DDPM and DDIM.
university-project pytorch sprite mnist generative-model course-project image-generation diffusion denoising generative-models fashion-mnist diffusion-models ddpm ddim denoising-diffusion-probabilistic-models conditional-diffusion
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Feb 28, 2026 - Python
Class-conditional diffusion model for CIFAR-10 with Streamlit + Google Gemini interface.
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Jan 14, 2026 - Python
A light conditional diffusion model trained for generating images of the MNIST digits given the input number
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Sep 6, 2025 - Jupyter Notebook
📸 Computer vision project for soccer player detection, multi-object tracking and behavior analysis from broadcast videos. Evaluated using HOTA0.5 and normalized MAE, with final PTBS score. Developed for an Artificial Vision academic challenge.
computer-vision deep-learning pytorch unet celeba face-generation self-attention diffusion-models generative-modeling denoising-diffusion ddpm generative-ai conditional-diffusion
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Feb 26, 2026 - Jupyter Notebook
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