Stefanie Walz

According to our database, Stefanie Walz authored at least 13 papers between 2020 and 2026.

Collaborative distances:

• Dijkstra number of four.
• Erdős number of four.

2026

ChopGrad: Pixel-Wise Losses for Latent Video Diffusion via Truncated Backpropagation.

Dmitriy Rivkin, Parker Ewen, Lili Gao, Julian Ost, Stefanie Walz, Rasika Kangutkar, Mario Bijelic, Felix Heide

CoRR, March, 2026

Too Tiny to See: Hazardous Obstacle Detection Dataset and Evaluation.

Topi Miekkala, Samuel Brucker, Stefanie Walz, Filippo Ghilotti, Andrea Ramazzina, Dominik Scheuble, Pasi Pyykönen, Mario Bijelic, Felix Heide

Proceedings of the International Conference on 3D Visio, 2026

2025

A Multi-Modal Benchmark for Long-Range Depth Evaluation in Adverse Weather Conditions.

Stefanie Walz, Andrea Ramazzina, Dominik Scheuble, Samuel Brucker, Alexander Zuber, Werner Ritter, Mario Bijelic, Felix Heide

Proceedings of the IEEE/RSJ International Conference on Intelligent Robots and Systems, 2025

2024

Radar Fields: Frequency-Space Neural Scene Representations for FMCW Radar.

David Borts, Erich Liang, Tim Broedermann, Andrea Ramazzina, Stefanie Walz, Edoardo Palladin, Jipeng Sun, David Brüggemann, Christos Sakaridis, Luc Van Gool, Mario Bijelic, Felix Heide

Proceedings of the ACM SIGGRAPH 2024 Conference Papers, 2024

HINT: Learning Complete Human Neural Representations from Limited Viewpoints.

Alessandro Sanvito, Andrea Ramazzina, Stefanie Walz, Mario Bijelic, Felix Heide

Proceedings of the IEEE Intelligent Vehicles Symposium, 2024

Real-time Environment Condition Classification for Autonomous Vehicles.

Marco Introvigne, Andrea Ramazzina, Stefanie Walz, Dominik Scheuble, Mario Bijelic

Proceedings of the IEEE Intelligent Vehicles Symposium, 2024

Gated Fields: Learning Scene Reconstruction from Gated Videos.

Andrea Ramazzina, Stefanie Walz, Pragyan Dahal, Mario Bijelic, Felix Heide

Proceedings of the IEEE/CVF Conference on Computer Vision and Pattern Recognition, 2024

Cross-spectral Gated-RGB Stereo Depth Estimation.

Samuel Brucker, Stefanie Walz, Mario Bijelic, Felix Heide

Proceedings of the IEEE/CVF Conference on Computer Vision and Pattern Recognition, 2024

2023

ScatterNeRF: Seeing Through Fog with Physically-Based Inverse Neural Rendering.

Andrea Ramazzina, Mario Bijelic, Stefanie Walz, Alessandro Sanvito, Dominik Scheuble, Felix Heide

Proceedings of the IEEE/CVF International Conference on Computer Vision, 2023

Gated Stereo: Joint Depth Estimation from Gated and Wide-Baseline Active Stereo Cues.

Stefanie Walz, Mario Bijelic, Andrea Ramazzina, Amanpreet Walia, Fahim Mannan, Felix Heide

Proceedings of the IEEE/CVF Conference on Computer Vision and Pattern Recognition, 2023

2022

Gated2Gated: Self-Supervised Depth Estimation from Gated Images.

Amanpreet Walia, Stefanie Walz, Mario Bijelic, Fahim Mannan, Frank D. Julca-Aguilar, Michael S. Langer, Werner Ritter, Felix Heide

Proceedings of the IEEE/CVF Conference on Computer Vision and Pattern Recognition, 2022

2021

A Benchmark for Spray from Nearby Cutting Vehicles.

Stefanie Walz, Mario Bijelic, Florian Kraus, Werner Ritter, Martin Simon, Igor Doric

Proceedings of the 24th IEEE International Intelligent Transportation Systems Conference, 2021

2020

Uncertainty depth estimation with gated images for 3D reconstruction.

Stefanie Walz, Tobias Gruber, Werner Ritter, Klaus Dietmayer

Proceedings of the 23rd IEEE International Conference on Intelligent Transportation Systems, 2020