IEEE

DEMAE: Diffusion-Enhanced Masked Autoencoder for Hyperspectral Image Classification With Few Labeled Samples

Abstract: Unlike other deep learning (DL) models, Transformer has the ability to extract long-range dependency features from hyperspectral image (HSI) data. Masked autoencoder (MAE), which is based on ...
GitHub

DiffuScene: Denoising Diffusion Models for Generative Indoor Scene Synthesis

We present DiffuScene, a diffusion model for diverse and realistic indoor scene synthesis. It can facilitate various down-stream applications: scene completion from partial scenes (left); scene ...
GitHub

SkeletonDiffusion - Nonisotropic Gaussian Diffusion for Realistic 3D Human Motion Prediction (CVPR 2025)

We address the task of Probabilistic 3D Human Motion Prediction: from the past, predict the future. Here is an example from AMASS: Together with the latent diffusion model SkeletonDiffusion, we ...
IEEE

CeLR: A Transformer-based Regression Network for Accurate Cephalometric Landmark Detection in High-Resolution X-ray Imaging

Abstract: Reliable localization of cephalometric landmarks is essential for automated orthodontic analysis. Existing approaches are limited by high computational cost or complex multi-stage pipelines, ...
BMJ

Comorbidities in osteoarthritis (ComOA): a combined cross-sectional, case–control and cohort study using large electronic health records in four European countries

Introduction Osteoarthritis (OA) is one of the leading chronic conditions in the older population. People with OA are more likely to have one or more other chronic conditions than those without.