Generation of protein sequences and evolutionary alignments via discrete diffusion models

[ICLR 2026] 🐻 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"

Official PyTorch implementation of "Your Latent Reasoning Is Secretly Policy Improvement Operator" (https://arxiv.org/pdf/2511.16886)

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

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.