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Janick Martinez Esturo

3 accepted papers

2026

SimULi: Real-Time LiDAR and Camera Simulation with Unscented Transforms

ICLR 2026poster

Rigorous testing of autonomous robots, such as self-driving vehicles, is essential to ensure their safety in real-world deployments. This requires building high-fidelity simulators to test scenarios beyond those that can be safely or exhaustively collected in the real-world. Existing neural renderin…

Cited by 0SourceScholar
2025

3DGUT: Enabling Distorted Cameras and Secondary Rays in Gaussian Splatting

CVPR 2025poster

3D Gaussian Splatting (3DGS) enables efficient reconstruction and high-fidelity real-time rendering of complex scenes on consumer hardware. However, due to its rasterization-based formulation, 3DGS is constrained to ideal pinhole cameras and lacks support for secondary lighting effects. Recent meth…

2025

OmniRe: Omni Urban Scene Reconstruction

ICLR 2025spotlight

We introduce OmniRe, a comprehensive system for efficiently creating high-fidelity digital twins of dynamic real-world scenes from on-device logs. Recent methods using neural fields or Gaussian Splatting primarily focus on vehicles, hindering a holistic framework for all dynamic foregrounds demanded…