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Publications

Below is a list of publications I have co-authored. For bibliometrics, see Google Scholar.

Learning to Taste 🍷: A Multimodal Wine Dataset

Thoranna Bender, Simon Moe Søresen, Alireza Kashani, Kristjan Eldjarn, Grethe Hyldig, Søren Hauberg, Serge Belongie and Frederik Warburg


DAC: Detector-Agnostic Spatial Covariances for Deep Local Features

Javier Tirado-Garin, Frederik Warburg and Javier Civera


Nerfbusters: Removing Ghostly Artifacts from Casually Captured NeRFs

Frederik Warburg*, Ethan Weber*, Matt Tancik, Aleksander Hołyński and Angjoo Kanazawa

* denotes equal contribution

Published in ICCV 2023


Laplacian Segmentation Networks: Improved Epistemic Uncertainty from Spatial Aleatoric Uncertainty

Kilian Zepf*, Selma Wanna*, Marco Miani, Juston Moore, Jes Frellsen, Søren Hauberg, Aasa Feragen and Frederik Warburg

* denotes equal contribution


Bayesian Metric Learning for Uncertainty Quantification in Image Retreival

Frederik Warburg*, Marco Miani*, Silas Brack and Søren Hauberg

* denotes equal contribution


K-Planes: Explicit Radiance Fields in Space, Time, and Appearance

Sara Fridovich-Keil*, Giacomo Meanti*, Frederik Warburg, Benjamin Recht and Angjoo Kanazawa

* denotes equal contribution

Published in CVPR 2023


Searching for Structure in Unfalsifiable Claims

Peter Ebert Christensen, Frederik Warburg, Menglin Jia and Serge Belongie


Laplacian Autoencoders for Learning Stochastic Representations

Marco Miani*, Frederik Warburg*, Pablo Moreno-Munñoz, Nicke Skafte Detlefsen and Søren Hauberg

* denotes equal contribution

Published in NeurIPS 2022


SparseFormer: Attention-based Depth Completion Network

Frederik Warburg, Michael Ramamonjisoa and Manuel López-Antequera

Published in CV4ARVR 2022


Volumetric Disentanglement for 3D Scene Manipulation

Sagie Benaim, Frederik Warburg, Peter Christensen and Serge Belongie


Danish Airs and Grounds: A dataset for aerial-to-street-level place recongition and localization

Andrea Vallone*, Frederik Warburg*, Hans Hansen, Søren Hauberg and Javier Civera

* denotes equal contribution

Published in RAL (IROS) 2022


Self-Supervised Depth Completion for Active Stereo

Frederik Warburg, Daniel Hernandez-Juarez, Juan Tarrio, Alexander Vakhitov, Ujwal Bonde and Pablo F. Alcantarilla

Published in RAL (ICRA) 2022


Probabilistic Spatial Transformer Networks

Pola Schwöbel, Frederik Warburg, Martin Jørgensen, Kristoffer H. Madsen and Søren Hauberg

Published in UAI 2022


Bayesian Triplet Loss: Uncertainty Quantification in Image Retrieval

Frederik Warburg, Martin Jørgensen, Javier Civera and Søren Hauberg

Published in ICCV 2021


Mapillary Street-Level Sequences: A Dataset for Lifelong Place Recognition

Frederik Warburg, Søren Hauberg, Manuel Lopez-Antequera, Pau Gargallo, Yubin Kuang and Javier Civera

Published in CVPR 2020 (Oral)


Intensity Mapping for Mask Projection based Photopolymerization

Frederik Warburg, Macarena M. Ribo, Andrea Luongo, Anna H. Danielak and David B. Pedersen

Published in ASPE and euspen Summer Topical Meeting: Advancing Precision in Additive Manufacturing 2018

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