Claas Grohnfeldt

According to our database, Claas Grohnfeldt authored at least 15 papers between 2013 and 2023.

Collaborative distances:

• Dijkstra number of four.
• Erdős number of four.

2023

GCNH: A Simple Method For Representation Learning On Heterophilous Graphs.

Andrea Cavallo, Claas Grohnfeldt, Michele Russo, Giulio Lovisotto, Luca Vassio

Proceedings of the International Joint Conference on Neural Networks, 2023

Continuous-Time Temporal Graph Learning on Provenance Graphs.

Jakub Reha, Giulio Lovisotto, Michele Russo, Alessio Gravina, Claas Grohnfeldt

Proceedings of the IEEE International Conference on Data Mining, 2023

OpenIncrement: A Unified Framework for Open Set Recognition and Deep Class-Incremental Learning.

Jiawen Xu, Claas Grohnfeldt, Odej Kao

Proceedings of the IEEE/CVF International Conference on Computer Vision, 2023

2022

2-hop Neighbor Class Similarity (2NCS): A graph structural metric indicative of graph neural network performance.

Andrea Cavallo, Claas Grohnfeldt, Michele Russo, Giulio Lovisotto, Luca Vassio

CoRR, 2022

Active TLS Stack Fingerprinting: Characterizing TLS Server Deployments at Scale.

Markus Sosnowski, Johannes Zirngibl, Patrick Sattler, Georg Carle, Claas Grohnfeldt, Michele Russo, Daniele Sgandurra

Proceedings of the 6th Network Traffic Measurement and Analysis Conference, 2022

2020

Analog Image Modeling for 3D Single Image Super Resolution and Pansharpening.

Richard Lartey, Weihong Guo, Xiaoxiang Zhu, Claas Grohnfeldt

Frontiers Appl. Math. Stat., 2020

2018

A Conditional Generative Adversarial Network to Fuse Sar And Multispectral Optical Data For Cloud Removal From Sentinel-2 Images.

Claas Grohnfeldt, Michael Schmitt, Xiaoxiang Zhu

Proceedings of the 2018 IEEE International Geoscience and Remote Sensing Symposium, 2018

2016

Exploiting Joint Sparsity for Pansharpening: The J-SparseFI Algorithm.

Xiaoxiang Zhu, Claas Grohnfeldt, Richard Bamler

IEEE Trans. Geosci. Remote. Sens., 2016

2015

Splitting the hyperspectral-multispectral image fusion problem autonomously into weighted pan-sharpening tasks - The spectral grouping concept.

Claas Grohnfeldt, Xiao Xiang Zhu, Richard Bamler

Proceedings of the 7th Workshop on Hyperspectral Image and Signal Processing: Evolution in Remote Sensing, 2015

Dynamic dictionary learning strategies for sparse representation based hyperspectral image enhancement.

Claas Grohnfeldt, Tristan Michael Burns, Xiao Xiang Zhu

Proceedings of the 7th Workshop on Hyperspectral Image and Signal Processing: Evolution in Remote Sensing, 2015

Towards a combined sparse representation and unmixing based hybrid hyperspectral resolution enhancement method.

Claas Grohnfeldt, Xiaoxiang Zhu

Proceedings of the 2015 IEEE International Geoscience and Remote Sensing Symposium, 2015

2014

The J-SparseFI-HM Hyperspectral resolution enhancement method - Now fully automated.

Claas Grohnfeldt, Xiao Xiang Zhu, Richard Bamler

Proceedings of the 6th Workshop on Hyperspectral Image and Signal Processing: Evolution in Remote Sensing, 2014

2013

Collaborative sparse reconstruction for pan-sharpening.

Xiaoxiang Zhu, Claas Grohnfeldt, Richard Bamler

Proceedings of the 2013 IEEE International Geoscience and Remote Sensing Symposium, 2013

Jointly sparse fusion of hyperspectral and multispectral imagery.

Claas Grohnfeldt, Xiaoxiang Zhu, Richard Bamler

Proceedings of the 2013 IEEE International Geoscience and Remote Sensing Symposium, 2013

Collabrative sparse image fusion with application to pan-sharpening.

Xiaoxiang Zhu, Claas Grohnfeldt, Richard Bamler

Proceedings of the 18th International Conference on Digital Signal Processing, 2013