Claas Grohnfeldt

Publication Activity (10 Years)

Years Active: 2013-2024
Publications (10 Years): 14

Top Topics

Incremental Learning

Resolution Enhancement

Single Image Super Resolution

Top Venues

IEEE Trans. Netw. Serv. Manag.

Publications

Markus Sosnowski, Johannes Zirngibl, Patrick Sattler, Georg Carle, Claas Grohnfeldt, Michele Russo, Daniele Sgandurra
EFACTLS: Effective Active TLS Fingerprinting for Large-Scale Server Deployment Characterization. IEEE Trans. Netw. Serv. Manag. 21 (3) (2024)
Alessio Gravina, Giulio Lovisotto, Claudio Gallicchio, Davide Bacciu, Claas Grohnfeldt
Long Range Propagation on Continuous-Time Dynamic Graphs. CoRR (2024)
Tim Postuvan, Claas Grohnfeldt, Michele Russo, Giulio Lovisotto
Learning-Based Link Anomaly Detection in Continuous-Time Dynamic Graphs. CoRR (2024)
Andrea Cavallo, Claas Grohnfeldt, Michele Russo, Giulio Lovisotto, Luca Vassio
GCNH: A Simple Method For Representation Learning On Heterophilous Graphs. IJCNN (2023)
Jiawen Xu, Claas Grohnfeldt, Odej Kao
OpenIncrement: A Unified Framework for Open Set Recognition and Deep Class-Incremental Learning. CoRR (2023)
Andrea Cavallo, Claas Grohnfeldt, Michele Russo, Giulio Lovisotto, Luca Vassio
GCNH: A Simple Method For Representation Learning On Heterophilous Graphs. CoRR (2023)
Jakub Reha, Giulio Lovisotto, Michele Russo, Alessio Gravina, Claas Grohnfeldt
Continuous-Time Temporal Graph Learning on Provenance Graphs. ICDM (Workshops) (2023)
Jiawen Xu, Claas Grohnfeldt, Odej Kao
OpenIncrement: A Unified Framework for Open Set Recognition and Deep Class-Incremental Learning. ICCV (Workshops) (2023)
Andrea Cavallo, Claas Grohnfeldt, Michele Russo, Giulio Lovisotto, Luca Vassio
2-hop Neighbor Class Similarity (2NCS): A graph structural metric indicative of graph neural network performance. CoRR (2022)
Markus Sosnowski, Johannes Zirngibl, Patrick Sattler, Georg Carle, Claas Grohnfeldt, Michele Russo, Daniele Sgandurra
Active TLS Stack Fingerprinting: Characterizing TLS Server Deployments at Scale. CoRR (2022)
Markus Sosnowski, Johannes Zirngibl, Patrick Sattler, Georg Carle, Claas Grohnfeldt, Michele Russo, Daniele Sgandurra
Active TLS Stack Fingerprinting: Characterizing TLS Server Deployments at Scale. TMA (2022)
Richard Lartey, Weihong Guo, Xiaoxiang Zhu, Claas Grohnfeldt
Analog Image Modeling for 3D Single Image Super Resolution and Pansharpening. Frontiers Appl. Math. Stat. 6 (2020)
Claas Grohnfeldt, Michael Schmitt, Xiaoxiang Zhu
A Conditional Generative Adversarial Network to Fuse Sar And Multispectral Optical Data For Cloud Removal From Sentinel-2 Images. IGARSS (2018)
Xiaoxiang Zhu, Claas Grohnfeldt, Richard Bamler
Exploiting Joint Sparsity for Pansharpening: The J-SparseFI Algorithm. IEEE Trans. Geosci. Remote. Sens. 54 (5) (2016)
Claas Grohnfeldt, Xiaoxiang Zhu
Towards a combined sparse representation and unmixing based hybrid hyperspectral resolution enhancement method. IGARSS (2015)
Claas Grohnfeldt, Tristan Michael Burns, Xiao Xiang Zhu
Dynamic dictionary learning strategies for sparse representation based hyperspectral image enhancement. WHISPERS (2015)
Claas Grohnfeldt, Xiao Xiang Zhu, Richard Bamler
Splitting the hyperspectral-multispectral image fusion problem autonomously into weighted pan-sharpening tasks - The spectral grouping concept. WHISPERS (2015)
Claas Grohnfeldt, Xiao Xiang Zhu, Richard Bamler
The J-SparseFI-HM Hyperspectral resolution enhancement method - Now fully automated. WHISPERS (2014)
Xiaoxiang Zhu, Claas Grohnfeldt, Richard Bamler
Collaborative sparse reconstruction for pan-sharpening. IGARSS (2013)
Claas Grohnfeldt, Xiaoxiang Zhu, Richard Bamler
Jointly sparse fusion of hyperspectral and multispectral imagery. IGARSS (2013)
Xiaoxiang Zhu, Claas Grohnfeldt, Richard Bamler
Collabrative sparse image fusion with application to pan-sharpening. DSP (2013)