Research

Published and ongoing research papers.

2026International Conference on Learning Representations (ICLR)

Fused-Planes: Why Train a Thousand Tri-Planes When You Can Share?

K. Kassab*, A. Schnepf*, J-Y. Franceschi, L. Caraffa, F. Vasile, J. Mary, A. Comport**, V. Gouet-Brunet**

2026International Conference on Machine Learning (ICML)

SphericalDreamer: Generating Navigable Immersive 3D Worlds with Panorama Fusion

A. Schnepf, K. Kassab, F. Vasile, A. Comport

2025Transactions on Machine Learning Research (TMLR)

RefinedFields: Radiance Fields Refinement for Planar Scene Representations

K. Kassab, A. Schnepf, J-Y. Franceschi, L. Caraffa, J. Mary, V. Gouet-Brunet

2025International Conference on Learning Representations (ICLR)

Bringing NeRFs to the Latent Space: Inverse Graphics Autoencoder

A. Schnepf*, K. Kassab*, J-Y. Franceschi, L. Caraffa, F. Vasile, J. Mary, A. Comport**, V. Gouet-Brunet**

20243DMV workshop, Conference on Computer Vision and Pattern Recognition (CVPR)

Exploring 3D-aware Latent Spaces for Efficiently Learning Numerous Scenes

A. Schnepf*, K. Kassab*, J-Y. Franceschi, L. Caraffa, F. Vasile, J. Mary, A. Comport, V. Gouet-Brunet

* ** equal contributions

Academic Service

Reviewer for ICML 2025, ICLR 2026, and NeurIPS 2026.