Multi-Modal Transformer for Compressive LiDARs Using Hyperspectral Imaging Side-Information. - Nestor Porras-Diaz; Andres Ramirez-Jaime; Gonzalo R. Arce; Rodrigo Vargas; David J. Harding; Mark Stephen; James MacKinnon (IGARSS, 2024)

Super-Resolution of Satellite Lidars for Forest Studies Via Generative Adversarial Networks. - Andres Ramirez-Jaime; Nestor Porras-Diaz; Gonzalo R. Arce; David J. Harding; Mark Stephen; James MacKinnon (IGARSS, 2024)

Transformer End-to-End Optimization of Compressive LiDARs Using Imaging Spectroscopy Side Information. - Nestor Porras-Diaz; Andres Ramirez-Jaime; Gonzalo R. Arce; Karelia Pena-Pena; David J. Harding; Mark Stephen; James MacKinnon; Rodrigo Vargas (IEEE Trans. Geosci. Remote. Sens., 2024)

Denoising and Super-Resolution of Satellite Lidars Using Diffusion Generative Models. - Andres Ramirez-Jaime; Nestor Porras-Diaz; Gonzalo R. Arce; Mark Stephen (SSP, 2025)

Super-Resolved 3-D Satellite Lidar Imaging of Earth via Generative Diffusion Models. - Andres Ramirez-Jaime; Nestor Porras-Diaz; Gonzalo R. Arce; Mark Stephen (IEEE Trans. Geosci. Remote. Sens., 2025)