Andreas Kolb

5 papers · 2015–2026 · 4 venues · across top CS/AI venues

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Achievements

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🌍 Conference Polyglot · Bronze 🏃 Academic Marathon · Half 🌉 Interdisciplinary Bridge · Bronze 🗺️ Taxonomy Completionist (12) 🐣 Hot Topic Early Bird

Venues

CVPR (2) ICCV (1) ICML (1) WACV (1)

Top co-authors

Michael Moeller (2) Matthias B. Hullin (1) Matthew O'Toole (1) Kyros Kutulakos (1) Margret Keuper (1) Jan Philipp Schneider (1) Lei Xiao (1) Shida Beigpour (1) Tak Ming Wong (1) Peter Haring Bolívar (1)

Research topics

Computer Vision (4) Processing (4) Machine Learning (3) Application Areas (2) Core Methods (2) Artificial Intelligence (1) Deep Learning (1) Analysis (1) Core AI (1) Optimization & Theory (1) Techniques (1)

Keywords

analog-to-digital conversion (1) parameter estimation (1) depth estimation (1) implicit representation (1) neural network optimization (1) energy efficiency (1) data compression (1) image deblurring (1) inverse problem (1) video reconstruction (1) geometric constraint (1) super resolution (1) computational imaging (1) depth camera (1) intrinsic image decomposition (1) deep prior (1) image formation model (1) depth reconstruction (1) time-of-flight camera (1) parametric function (1)

Papers

A Bit is All You Need! Efficient Video Capture via Single Bit Imaging CVPR 2026 Implicit Representations for Constrained Image Segmentation ICML 2024 Deep Optimization Prior for THz Model Parameter Estimation WACV 2022 A Comprehensive Multi-Illuminant Dataset for Benchmarking of the Intrinsic Image Algorithms ICCV 2015 Defocus Deblurring and Superresolution for Time-of-Flight Depth Cameras CVPR 2015