IEEE

An Infrared Image Denoising Method Based on Wavelet Dual-Branch Diffusion Model

Abstract: Removing noise from infrared images is of great significance in various fields. The existing infrared image denoising methods have the problem of an imbalance between noise suppression and ...
IEEE

A Novel Deep Hybrid Model for Automatic Femoral Stem Classification in Hip Arthroplasty From Radiographs: MSFT-Net With CBAM and Transformer Modules

Abstract: Accurate identification of femoral stem implants in hip arthroplasty is essential for effective revision surgery, minimizing operative complexity, patient morbidity, intraoperative blood ...
GitHub

Reinforcement Learning-Constrained Truncated Diffusion Modeling in End-to-End Autonomous Driving

Generative diffusion models for end-to-end autonomous driving often suffer from mode collapse, tending to generate conservative and homogeneous behaviors. While DiffusionDrive employs predefined ...
GitHub

Inference-Time Alignment Control for Diffusion Models with Reinforcement Learning Guidance

This repository presents Reinforcement Learning Guidance (RLG), an innovative inference-time method designed to enhance and control the alignment of diffusion models. RLG builds upon the widely used ...