Olaf Hellwich

5 papers · 2022–2026 · 3 venues · across top CS/AI venues

Authors are matched by name, so researchers who share a name ("Yang Liu", "Wei Wang") appear as a single profile and their paper counts, venues and achievements are combined. How identity is handled.

Achievements

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🌍 Conference Polyglot · Bronze 🌉 Interdisciplinary Bridge · Bronze

Venues

WACV (3) CVPR (1) ECCV (1)

Top co-authors

Michael Unterreiner (2) Gasser Elazab (2) Klaus Obermayer (1) Martin Rolfs (1) Torben Gräber (1) Runfeng Qu (1) Julie Ouerfelli-Ethier (1) Tilman Koß (1) Simon Matern (1) Pia Bideau (1)

Research topics

Computer Vision (3) Deep Learning (3) Artificial Intelligence (2) Machine Learning (2) Analysis (2) Core AI (2) Domain-Specific (2) Learning Types · Machine Learning (2) Architectures (1) Learning Types · Deep Learning (1) Models (1) Processing (1)

Keywords

autonomous driving (2) image restoration (1) self-supervised learning (1) depth estimation (1) monocular depth estimation (1) scene graph generation (1) spatial structure (1) multimodal dataset (1) fast fourier transform (1) salience estimation (1) depth completion (1) monocular depth (1) depth prediction (1) predicate classification (1) gradient regularization (1) unbiased learning (1) video swin-transformer (1) gradient domain (1) multi-frame restoration (1) metric-scaled depth (1)

Papers

CARD: A Multi-Modal Automotive Dataset for Dense 3D Reconstruction in Challenging Road Topography CVPR 2026 Salience-SGG: Enhancing Unbiased Scene Graph Generation with Iterative Salience Estimation WACV 2026 MonoPP: Metric-Scaled Self-Supervised Monocular Depth Estimation by Planar-Parallax Geometry in Automotive Applications WACV 2025 Swin-: Gradient-Based Image Restoration from Image Sequences using Video Swin-Transformers WACV 2025 Action-Based Contrastive Learning for Trajectory Prediction ECCV 2022