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ProteinReDiff: Complex-based ligand-binding proteins redesign by equivariant diffusion-based generative models

[CVPR 2023] Specialist Diffusion: Extremely Low-Shot Fine-Tuning of Large Diffusion Models

[NeurIPS 2024] The implementation for the paper "Geometric Trajectory Diffusion Models".

[CVPR2025] We present SleeperMark, a novel framework designed to embed resilient watermarks into T2I diffusion models

[ICML 2024] Interaction-based Retrieval-augmented Diffusion Models for Protein-specific 3D Molecule Generation

Intriguing Properties of Data Attribution on Diffusion Models (ICLR 2024)

[ICLR 2025, AAAI 2026] official implementation of "Diffusion-NPO: Negative Preference Optimization for Better Preference Aligned Generation of Diffusion Models"

Derivative-Free Guidance in Diffusion Models with Soft Value-Based Decoding. For controlled generation in DNA, RNA, proteins, molecules (+ images)

[ACL '26] Source code for paper "Empirical Analysis of Decoding Biases in Masked Diffusion Models"

Repository for ‘Anomaly Detection and Generation with Diffusion Models: A Survey’.