Jens Decke

Publication Activity (10 Years)

Years Active: 2022-2024
Publications (10 Years): 10

Top Topics

Active Learning

Quantile Regression

Computer Vision

Solving Multi Objective Optimization Problems

Top Venues

Publications

Jens Decke, Olaf Wünsch, Bernhard Sick, Christian Gruhl
From Structured to Unstructured: A Comparative Analysis of Computer Vision and Graph Models in Solving Mesh-Based PDEs. ARCS (2024)
Jens Decke, Arne Jenß, Bernhard Sick, Christian Gruhl
An Efficient Multi Quantile Regression Network with Ad Hoc Prevention of Quantile Crossing. ARCS (2024)
Jens Decke, Arne Jenß, Bernhard Sick, Christian Gruhl
An Efficient Multi Quantile Regression Network with Ad Hoc Prevention of Quantile Crossing. CoRR (2024)
Lukas Rauch, Denis Huseljic, Moritz Wirth, Jens Decke, Bernhard Sick, Christoph Scholz
Towards Deep Active Learning in Avian Bioacoustics. CoRR (2024)
Jens Decke, Olaf Wünsch, Bernhard Sick, Christian Gruhl
From Structured to Unstructured: A Comparative Analysis of Computer Vision and Graph Models in solving Mesh-based PDEs. CoRR (2024)
Jens Decke, Christian Gruhl, Lukas Rauch, Bernhard Sick
DADO - Low-Cost Selection Strategies for Deep Active Design Optimization. CoRR (2023)
Jens Decke, Christian Gruhl, Lukas Rauch, Bernhard Sick
DADO - Low-Cost Query Strategies for Deep Active Design Optimization. ICMLA (2023)
Diego Botache, Jens Decke, Winfried Ripken, Abhinay Dornipati, Franz Götz-Hahn, Mohamed Ayeb, Bernhard Sick
Enhancing Multi-Objective Optimization through Machine Learning-Supported Multiphysics Simulation. CoRR (2023)
Jens Decke, Olaf Wünsch, Bernhard Sick
Dataset of a parameterized U-bend flow for Deep Learning Applications. CoRR (2023)
Jens Decke, Jörn Schmeißing, Diego Botache, Maarten Bieshaar, Bernhard Sick, Christian Gruhl
NDNET: A Unified Framework for Anomaly and Novelty Detection. ARCS (2022)