The QCVML paper collection
Quantum computing (QC) is a computing paradigm that leverages the principles of quantum mechanics to perform computations. Quantum computers have the potential to solve certain problems exponentially faster than classical computers. The field of quantum computer vision and machine learning (QCVML) aims to explore the connections between quantum computing and computer vision as well as machine learning. The QCVML paper collection is a curated list of papers that have been previously published at major computer vision and machine learning conferences. The papers are relevant to the field of quantum computer vision and machine learning and have been peer-reviewed. The collection is intended to provide an overview of the state-of-the-art in the field and to serve as a resource for researchers interested in the topic.How can you contribute?
Send in your previously peer-reviewed papers together with a summary slide using the provided template. The papers should be relevant to the field of quantum computer vision and machine learning. The submissions will be reviewed by the workshop organizers and if requirements are met be included in the QCVML paper collection. The collection will be promoted to the workshop participants and is available to the wider community.The following works have previously been published and peer-revieweed at major computer vision and machine learning conferences.
Authors: Marcel Seelbach Benkner, Vladislav Golyanik, Christian Theobalt, Michael Moeller
Publication Venue: 3DV, 2020
Authors: Tolga Birdal, Vladislav Golyanik, Christian Theobalt, Leonidas J. Guibas
Publication Venue: CVPR, 2021
Authors: Marcel Seelbach Benkner, Zorah Lähner, Vladislav Golyanik, Christof Wunderlich, Christian Theobalt, Michael Moeller
Publication Venue: ICCV, 2021
Authors: Jan-Nico Zaech, Alexander Liniger, Martin Danelljan, Dengxin Dai, Luc Van Gool
Publication Venue: CVPR, 2022
Authors: Anh-Dzung Doan, Michele Sasdelli, David Suter, Tat-Jun Chin
Publication Venue: CVPR, 2022
Authors: Alp Yurtsever, Tolga Birdal, Vladislav Golyanik
Publication Venue: ECCV, 2022
Authors: Federica Arrigoni, Willi Menapace, Marcel Seelbach Benkner, Elisa Ricci, Vladislav Golyanik
Publication Venue: ECCV, 2022
Authors: Junde Li, Swaroop Ghosh
Publication Venue: ECCV, 2020
Authors: Marcel Seelbach Benkner, Maximilian Krahn, Edith Tretschk, Zorah Lähner, Michael Moeller, Vladislav Golyanik
Publication Venue: ICLR, 2023
Authors: Harshil Bhatia, Edith Tretschk, Zorah Lähner, Marcel Seelbach Benkner, Michael Moeller, Christian Theobalt, Vladislav Golyanik
Publication Venue: CVPR, 2023
Authors: Matteo Farina, Luca Magri, Willi Menapace, Elisa Ricci, Vladislav Golyanik, Federica Arrigoni
Publication Venue: CVPR, 2023
Authors: Hongyi Pan, Xin Zhu, Salih Atici, Ahmet Enis Cetin
Publication Venue: ICML, 2023