Scientific American

The next AI revolution could start with world models

Why today’s AI systems struggle with consistency, and how emerging world models aim to give machines a steady grasp of space ...
GitHub

Consistent Sampling and Simulation: Molecular Dynamics with Energy-Based Diffusion Models

This repository contains the complete codebase for training and evaluating energy-based diffusion models for molecular dynamics simulations. Our approach enables a single model to perform both ...
IEEE

Leveraging Vision-Language Models to Select Trustworthy Super-Resolution Samples Generated by Diffusion Models

Abstract: Super-resolution (SR) is an ill-posed inverse problem with many feasible solutions that are consistent with a given low-resolution image. On one hand, regressive SR models aim to balance ...
GitHub

Awesome Diffusion Language Models

[7 Jan 2023] ROIC-DM: Robust Text Inference and Classification via Diffusion Model ...
IEEE

Improved Generative Steganography Based on Diffusion Model

Abstract: The rapid growth of generative models has led to a new direction in steganography called generative steganography (GS). It allows message-to-image generation without the need for a carrier ...