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Stefanie Walz

Observed name: Walz, Stefanie
ORCID: 0009-0002-4819-3350
Observed ORCID: 0009-0002-4819-3350
OpenAlex ID: A5006896172
ScatterNeRF: Seeing Through Fog with Physically-Based Inverse Neural Rendering
2023 · Andrea Ramazzina, Mario Bijelic, et al. · IEEE/CVF International Conference on Computer Vision (ICCV) · 40
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Radar Fields: Frequency-Space Neural Scene Representations for FMCW Radar
2024 · David Borts, Erich Liang, et al. · ACM SIGGRAPH Conference (SIGGRAPH) · 30
Gated2Gated: Self-Supervised Depth Estimation from Gated Images
2022 · Amanpreet Walia, Stefanie Walz, et al. · IEEE Computer Society Conference on Computer Vision and Pattern Recognition/Proceedings - IEEE Computer Society Conference on Computer Vision and Pattern Recognition/Proceedings · 23
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A Benchmark for Spray from Nearby Cutting Vehicles
2021 · Stefanie Walz, Mario Bijelic, et al. · IEEE International Conference on Intelligent Transportation Systems (ITSC) · 17
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Real-time Environment Condition Classification for Autonomous Vehicles
2024 · Marco Introvigne, Andrea Ramazzina, et al. · IEEE Intelligent Vehicles Symposium · 16
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Uncertainty depth estimation with gated images for 3D reconstruction
2020 · Stefanie Walz, Tobias Gruber, et al. · IEEE International Conference on Intelligent Transportation Systems (ITSC) · 15
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Gated Stereo: Joint Depth Estimation from Gated and Wide-Baseline Active Stereo Cues
2023 · Stefanie Walz, Mario Bijelic, et al. · IEEE Computer Society Conference on Computer Vision and Pattern Recognition/Proceedings - IEEE Computer Society Conference on Computer Vision and Pattern Recognition/Proceedings · 12
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Cross-spectral Gated-RGB Stereo Depth Estimation
2024 · Samuel Brucker, Stefanie Walz, et al. · IEEE Computer Society Conference on Computer Vision and Pattern Recognition/Proceedings - IEEE Computer Society Conference on Computer Vision and Pattern Recognition/Proceedings · 10
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Gated Fields: Learning Scene Reconstruction from Gated Videos
2024 · Andrea Ramazzina, Stefanie Walz, et al. · IEEE Computer Society Conference on Computer Vision and Pattern Recognition/Proceedings - IEEE Computer Society Conference on Computer Vision and Pattern Recognition/Proceedings · 3
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ChopGrad: Pixel-Wise Losses for Latent Video Diffusion via Truncated Backpropagation
2026 · Rivkin, Dmitriy, Ewen, Parker, et al. · arXiv (Cornell University) · 1
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High-Resolution Gated Depth Estimation for Self-Driving Cars in AdverseWeather
2021 · Tobias Gruber, Stefanie Walz, et al. · Proceedings · 1
Too Tiny to See: Hazardous Obstacle Detection Dataset and Evaluation
2026 · Topi Miekkala, Samuel Brucker, et al. · International Conference on 3D Vision (3DV)
A Multi-Modal Benchmark for Long-Range Depth Evaluation in Adverse Weather Conditions
2025 · Stefanie Walz, Andrea Ramazzina, et al. · IEEE/RSJ International Conference on Intelligent Robots and Systems (IROS)
Automotive Foundation Models: Fundamentals, Training Concepts and Applications
2025 · Aach, Marcel, Adolph, Laurenz, et al. · JuSER (Forschungszentrum Jülich)
HINT: Learning Complete Human Neural Representations from Limited Viewpoints
2024 · Alessandro Sanvito, Andrea Ramazzina, et al. · IEEE Intelligent Vehicles Symposium
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Mindestanforderungskatalog Physik
2022 · Käß, Hanno, Berger, Tilmann, et al. · PhyDid B - Didaktik der Physik - Beiträge zur DPG-Frühjahrstagung
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Works count: 16
Citation count: 168
H-index: 8
I10-index: 8
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