Postgraduate research students

Melonie de Almeida

Research title: Music Video Generator: Audio-conditioned Video Generation with Latent Diffusion Models

Research summary

Image-conditioned 4D Reconstruction

Research Interests - Video Prediction, 3D Reconstruction, Deep Generative Models

Research Groups - CVAS

Publications

List by: Type | Date

Jump to: 2026
Number of items: 3.

2026

de Almeida, Melonie, Ivanova, Daniela, Shi, Tong, Williamson, John H. ORCID logoORCID: https://orcid.org/0000-0001-8085-7853 and Henderson, Paul ORCID logoORCID: https://orcid.org/0000-0002-5198-7445 (2026) Pixel-to-4D: Camera-Controlled Image-to-Video Generation with Dynamic 3D Gaussians. In: 28th International Conference on Pattern Recognition (ICPR 26), Lyon, France, 17-22 August 2026, (Accepted for Publication)

de Almeida, Melonie, Brydon, George ORCID logoORCID: https://orcid.org/0000-0002-4110-2025, Persaud, Divya M. ORCID logoORCID: https://orcid.org/0000-0003-0179-7579, Williamson, John H. ORCID logoORCID: https://orcid.org/0000-0001-8085-7853 and Henderson, Paul ORCID logoORCID: https://orcid.org/0000-0002-5198-7445 (2026) Neural 3D Reconstruction of Planetary Surfaces from Descent-Phase Wide-Angle Imagery. In: AI4Space Workshop at CVPR 26, Denver, CO, USA, 3-7 June 2026, (Accepted for Publication)

Henderson, Paul ORCID logoORCID: https://orcid.org/0000-0002-5198-7445, de Almeida, Melonie, Ivanova, Daniela and Anciukevicius, Titas (2026) Sampling 3D Gaussian Scenes in Seconds with Latent Diffusion Models. In: International Joint Conference on Neural Networks (IJCNN 2026), Maastricht, Netherlands, 21-26 June 2026, (Accepted for Publication)

This list was generated on Wed May 20 18:52:51 2026 BST.
Jump to: Conference Proceedings
Number of items: 3.

Conference Proceedings

de Almeida, Melonie, Ivanova, Daniela, Shi, Tong, Williamson, John H. ORCID logoORCID: https://orcid.org/0000-0001-8085-7853 and Henderson, Paul ORCID logoORCID: https://orcid.org/0000-0002-5198-7445 (2026) Pixel-to-4D: Camera-Controlled Image-to-Video Generation with Dynamic 3D Gaussians. In: 28th International Conference on Pattern Recognition (ICPR 26), Lyon, France, 17-22 August 2026, (Accepted for Publication)

de Almeida, Melonie, Brydon, George ORCID logoORCID: https://orcid.org/0000-0002-4110-2025, Persaud, Divya M. ORCID logoORCID: https://orcid.org/0000-0003-0179-7579, Williamson, John H. ORCID logoORCID: https://orcid.org/0000-0001-8085-7853 and Henderson, Paul ORCID logoORCID: https://orcid.org/0000-0002-5198-7445 (2026) Neural 3D Reconstruction of Planetary Surfaces from Descent-Phase Wide-Angle Imagery. In: AI4Space Workshop at CVPR 26, Denver, CO, USA, 3-7 June 2026, (Accepted for Publication)

Henderson, Paul ORCID logoORCID: https://orcid.org/0000-0002-5198-7445, de Almeida, Melonie, Ivanova, Daniela and Anciukevicius, Titas (2026) Sampling 3D Gaussian Scenes in Seconds with Latent Diffusion Models. In: International Joint Conference on Neural Networks (IJCNN 2026), Maastricht, Netherlands, 21-26 June 2026, (Accepted for Publication)

This list was generated on Thu May 21 22:22:07 2026 BST.

Supervisors

Teaching

Graduate Teaching Assistant - Machine Learning (H)

Additional information

CVAS Convenor (September 2024 - April 2024)