Stefanie Walz

5 papers · 2022–2024 · 2 venues · across top CS/AI venues

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Achievements

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🌍 Conference Polyglot · Bronze 🌉 Interdisciplinary Bridge · Bronze 🗺️ Taxonomy Completionist (10)

Venues

CVPR (4) ICCV (1)

Top co-authors

Felix Heide (5) Mario Bijelic (5) Andrea Ramazzina (3) Amanpreet Walia (2) Fahim Mannan (2) Michael Langer (1) Samuel Brucker (1) Pragyan Dahal (1) Alessandro Sanvito (1) Werner Ritter (1)

Research topics

Computer Vision (5) Analysis (4) Domain-Specific (4) Deep Learning (3) Machine Learning (3) Learning Types · Deep Learning (2) Learning Types · Machine Learning (2) Processing (2) Architectures (1) Optimization & Theory (1)

Keywords

depth estimation (4) autonomous driving (3) gated imaging (3) computer vision (3) 3d reconstruction (2) self-supervised learning (2) scene reconstruction (2) neural rendering (2) stereo matching (2) automotive perception (1) gated video (1) multimodal fusion (1) temporal consistency (1) fog removal (1) inverse rendering (1) stereo vision (1) gated image (1) multimodal learning (1) active imaging (1) sensor fusion (1)

Papers

Cross-spectral Gated-RGB Stereo Depth Estimation CVPR 2024 Gated Fields: Learning Scene Reconstruction from Gated Videos CVPR 2024 Gated Stereo: Joint Depth Estimation From Gated and Wide-Baseline Active Stereo Cues CVPR 2023 ScatterNeRF: Seeing Through Fog with Physically-Based Inverse Neural Rendering ICCV 2023 Gated2Gated: Self-Supervised Depth Estimation From Gated Images CVPR 2022