Generation of protein sequences and evolutionary alignments via discrete diffusion models

🐻 Uniform Discrete Diffusion with Metric Path for Video Generation

Transcribing Speech with Multinomial Diffusion, training code and models.

Diffusion Layout Transformer implementation.

Simple Scalable Discrete Diffusion for text in PyTorch

[ICLR 2025] Code for the paper "Implicit Search via Discrete Diffusion: A Study on Chess"

[ICCV2025] "Di[M]O: Distilling Masked Diffusion Models into One-step Generator", Yuanzhi Zhu, Xi Wang, Stéphane Lathuilière, Vicky Kalogeiton

Anchored Diffusion Language Model (NeurIPS 2025)

[NeurIPS 2023] Formulating Discrete Probability Flow Through Optimal Transport

Official code for the MICCAI 2025 paper "Semantically Consistent Discrete Diffusion for 3D Biological Graph Generation"

Pytorch Implementation of MD4: Simplified and Generalized Masked Diffusion for Discrete Data

Official PyTorch implementation of Deep Improvement Supervision (https://arxiv.org/pdf/2511.16886)

Codes for NeurIPS 2023 paper: Imagine That! Abstract-to-Intricate Text-to-Image Synthesis with Scene Graph Hallucination Diffusion.

discrete bayesian flow networks

Minimal Implementation of Discrete Denoising Diffusion Probabilistic Model (D3PM) with PaddlePaddle

Interpreting Masked Diffusion Language Models

🐍 Production-ready AI code refactoring system using GraphRAG, discrete diffusion, and Tree-Sitter safety gates. Transforms natural language into safe, high-quality code with complete auditability.