Andreas Zell

9 papers · 2020–2026 · 5 venues · across top CS/AI venues

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Achievements

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🌍 Conference Polyglot · Silver 🏃 Academic Marathon · Sprint 🌉 Interdisciplinary Bridge · Bronze 🗺️ Taxonomy Completionist (19) 🐣 Hot Topic Early Bird

Venues

WACV (5) AutoML (1) CVPR (1) ICCV (1) NeurIPS (1)

Top co-authors

Martin Messmer (3) Peizheng Li (2) Nuri Benbarka (2) Timon Höfer (2) Maximus Mutschler (2) Leon Amadeus Varga (2) Benjamin Kiefer (2) Samuel Woerz (1) Rafia Rahim (1) Andreas Geiger (1)

Research topics

Deep Learning (6) Computer Vision (5) Artificial Intelligence (4) Machine Learning (4) Core AI (4) Analysis (3) Domain-Specific (3) Techniques (3) Architectures (2) Core Methods (2) Optimization & Theory (2) Mathematics & Optimization (1) Application Areas (1) Models (1) Optimization (1)

Keywords

implicit neural representation (2) vision-language model (2) pose estimation (1) object detection (1) autonomous driving (1) depth estimation (1) 3d occupancy prediction (1) neural representation (1) neural architecture search (1) neural network optimization (1) remote sensing (1) probability distribution (1) gradient descent (1) spectral analysis (1) stereo matching (1) trajectory prediction (1) multi-objective optimization (1) bayesian inference (1) benchmark dataset (1) human detection (1)

Papers

SpaceDrive: Infusing Spatial Awareness into VLM-based Autonomous Driving CVPR 2026 AGO: Adaptive Grounding for Open World 3D Occupancy Prediction ICCV 2025 HyperPosePDF - Hypernetworks Predicting the Probability Distribution on SO(3) WACV 2023 Wavelength-Aware 2D Convolutions for Hyperspectral Imaging WACV 2023 MobileStereoNet: Towards Lightweight Deep Networks for Stereo Matching WACV 2022 SeaDronesSee: A Maritime Benchmark for Detecting Humans in Open Water WACV 2022 Seeing Implicit Neural Representations As Fourier Series WACV 2022 What to expect of hardware metric predictors in NAS AutoML 2022 Parabolic Approximation Line Search for DNNs NeurIPS 2020