Matthias Schubert

ORCID

Publication Activity (10 Years)

Years Active: 2000-2024
Publications (10 Years): 63

Top Venues

Ludwig Maximilian University of Munich, Germany (PHD)

Education History

Ludwig Maximilian University of Munich, Germany

PHD

Publications

Maximilian Bernhard, Roberto Amoroso, Yannic Kindermann, Lorenzo Baraldi, Rita Cucchiara, Volker Tresp, Matthias Schubert
What's Outside the Intersection? Fine-grained Error Analysis for Semantic Segmentation Beyond IoU. WACV (2024)
David Winkel, Niklas Strauß, Matthias Schubert, Thomas Seidl
Simplex Decomposition for Portfolio Allocation Constraints in Reinforcement Learning. CoRR (2024)
Maximilian Bernhard, Tanveer Hannan, Niklas Strauß, Matthias Schubert
Context Matters: Leveraging Spatiotemporal Metadata for Semi-Supervised Learning on Remote Sensing Images. CoRR (2024)
Zhuang Liu, Yunpu Ma, Matthias Schubert, Yuanxin Ouyang, Wenge Rong, Zhang Xiong
Multimodal Contrastive Transformer for Explainable Recommendation. IEEE Trans. Comput. Soc. Syst. 11 (2) (2024)
Niklas Strauß, Matthias Schubert
Spatial-Aware Deep Reinforcement Learning for the Traveling Officer Problem. CoRR (2024)
Niklas Strauß, Lukas Rottkamp, Sebastian Schmoll, Matthias Schubert
Efficient Parking Search using Shared Fleet Data. CoRR (2024)
Lukas Rottkamp, Matthias Schubert
A Time-Inhomogeneous Markov Model for Resource Availability under Sparse Observations. CoRR (2024)
Niklas Strauß, Matthias Schubert
Spatial-Aware Deep Reinforcement Learning for the Traveling Officer Problem. SDM (2024)
Lukas Rottkamp, Niklas Strauß, Matthias Schubert
DEAR: Dynamic Electric Ambulance Redeployment. SSTD (2023)
Maximilian Bernhard, Niklas Strauß, Matthias Schubert
MapFormer: Boosting Change Detection by Using Pre-change Information. ICCV (2023)
David Winkel, Niklas Strauß, Matthias Schubert, Yunpu Ma, Thomas Seidl
Constrained Portfolio Management Using Action Space Decomposition for Reinforcement Learning. PAKDD (2) (2023)
Maximilian Bernhard, Niklas Strauß, Matthias Schubert
MapFormer: Boosting Change Detection by Using Pre-change Information. CoRR (2023)
Tanveer Hannan, Rajat Koner, Maximilian Bernhard, Suprosanna Shit, Bjoern H. Menze, Volker Tresp, Matthias Schubert, Thomas Seidl
GRAtt-VIS: Gated Residual Attention for Auto Rectifying Video Instance Segmentation. CoRR (2023)
Rajat Koner, Tanveer Hannan, Suprosanna Shit, Sahand Sharifzadeh, Matthias Schubert, Thomas Seidl, Volker Tresp
InstanceFormer: An Online Video Instance Segmentation Framework. AAAI (2023)
Alessandro Giovagnoli, Volker Tresp, Yunpu Ma, Matthias Schubert
QNEAT: Natural Evolution of Variational Quantum Circuit Architecture. GECCO Companion (2023)
David Winkel, Niklas Strauß, Matthias Schubert, Thomas Seidl
Simplex Decomposition for Portfolio Allocation Constraints in Reinforcement Learning. ECAI (2023)
Christian Mollière, Julia Gottfriedsen, Martin Langer, Patricio Massaro, Christian Soraruf, Matthias Schubert
Multi-Spectral Super-Resolution of Thermal Infrared Data Products for Urban Heat Applications. IGARSS (2023)
Yatin Chaudhary, Pranav Rai, Matthias Schubert, Hinrich Schütze, Pankaj Gupta
Federated Continual Learning for Text Classification via Selective Inter-client Transfer. EMNLP (Findings) (2022)
Maximilian Bernhard, Matthias Schubert
Robust object detection in remote sensing imagery with noisy and sparse geo-annotations. SIGSPATIAL/GIS (2022)
Rajat Koner, Tanveer Hannan, Suprosanna Shit, Sahand Sharifzadeh, Matthias Schubert, Thomas Seidl, Volker Tresp
InstanceFormer: An Online Video Instance Segmentation Framework. CoRR (2022)
Niklas Strauß, David Winkel, Max Berrendorf, Matthias Schubert
Reinforcement Learning for Multi-Agent Stochastic Resource Collection. ECML/PKDD (4) (2022)
Zhuang Liu, Yunpu Ma, Matthias Schubert, Yuanxin Ouyang, Zhang Xiong
Multi-Modal Contrastive Pre-training for Recommendation. ICMR (2022)
Yatin Chaudhary, Pranav Rai, Matthias Schubert, Hinrich Schütze, Pankaj Gupta
Federated Continual Learning for Text Classification via Selective Inter-client Transfer. CoRR (2022)
Lukas Rottkamp, Matthias Schubert, Niklas Strauß
Efficient on-street parking sensor placement. IWCTS@SIGSPATIAL (2022)
Guirong Fu, Zhao Meng, Zhen Han, Zifeng Ding, Yunpu Ma, Matthias Schubert, Volker Tresp, Roger Wattenhofer
TempCaps: A Capsule Network-based Embedding Model for Temporal Knowledge Graph Completion. SPNLP@ACL (2022)
Christian M. M. Frey, Yunpu Ma, Matthias Schubert
SEA: Graph Shell Attention in Graph Neural Networks. ECML/PKDD (2) (2022)
David Winkel, Niklas Strauß, Matthias Schubert, Thomas Seidl
Risk-Aware Reinforcement Learning for Multi-Period Portfolio Selection. ECML/PKDD (6) (2022)
Niklas Strauß, Max Berrendorf, Tom Haider, Matthias Schubert
A Comparison of Ambulance Redeployment Systems on Real-World Data. ICDM (Workshops) (2022)
Tanveer Hannan, Rajat Koner, Jonathan Kobold, Matthias Schubert
Box Supervised Video Segmentation Proposal Network. CoRR (2022)
Maximilian Bernhard, Matthias Schubert
Robust Object Detection in Remote Sensing Imagery with Noisy and Sparse Geo-Annotations (Full Version). CoRR (2022)
Christian M. M. Frey, Matthias Schubert
V-Coder: Adaptive AutoEncoder for Semantic Disclosure in Knowledge Graphs. CoRR (2022)
Maximilian Bernhard, Matthias Schubert
Correcting Imprecise Object Locations for Training Object Detectors in Remote Sensing Applications. Remote. Sens. 13 (24) (2021)
Christian M. M. Frey, Yunpu Ma, Matthias Schubert
MIRA: Multihop Relation Prediction in Temporal Knowledge Graphs. CoRR (2021)
Jason Jooste, Michael Fromm, Matthias Schubert
Conifer Seedling Detection in UAV-Imagery with RGB-Depth Information. CoRR (2021)
Christian M. M. Frey, Yunpu Ma, Matthias Schubert
SEA: Graph Shell Attention in Graph Neural Networks. CoRR (2021)
Niklas Strauß, Lukas Rottkamp, Sebastian Schmoll, Matthias Schubert
Efficient Parking Search using Shared Fleet Data. MDM (2021)
Lukas Rottkamp, Matthias Schubert
Quantifying the potential of data-driven mobility support systems. IWCTS@SIGSPATIAL (2020)
Evgeniy Faerman, Felix Borutta, Julian Busch, Matthias Schubert
Ada-LLD: Adaptive Node Similarity Using Multi-Scale Local Label Distributions. WI/IAT (2020)
Jakaria Rabbi, Nilanjan Ray, Matthias Schubert, Subir Chowdhury, Dennis Chao
Small-Object Detection in Remote Sensing Images with End-to-End Edge-Enhanced GAN and Object Detector Network. CoRR (2020)
Jakaria Rabbi, Nilanjan Ray, Matthias Schubert, Subir Chowdhury, Dennis Chao
Small-Object Detection in Remote Sensing Images with End-to-End Edge-Enhanced GAN and Object Detector Network. Remote. Sens. 12 (9) (2020)
Sebastian Schmoll, Matthias Schubert
Semi-Markov Reinforcement Learning for Stochastic Resource Collection. IJCAI (2020)
Julian Busch, Evgeniy Faerman, Matthias Schubert, Thomas Seidl
Learning Self-Expression Metrics for Scalable and Inductive Subspace Clustering. CoRR (2020)
Sabrina Friedl, Sebastian Schmoll, Felix Borutta, Matthias Schubert
SMART-Env. MDM (2020)
Diana Davletshina, Valentyn Melnychuk, Viet Tran, Hitansh Singla, Max Berrendorf, Evgeniy Faerman, Michael Fromm, Matthias Schubert
Unsupervised Anomaly Detection for X-Ray Images. CoRR (2020)
Michael Fromm, Max Berrendorf, Evgeniy Faerman, Yiyi Chen, Balthasar Schüss, Matthias Schubert
XD-STOD: Cross-Domain Superresolution for Tiny Object Detection. ICDM Workshops (2019)
Teodora Pandeva, Matthias Schubert
MMGAN: Generative Adversarial Networks for Multi-Modal Distributions. CoRR (2019)
Felix Borutta, Julian Busch, Evgeniy Faerman, Adina Klink, Matthias Schubert
Structural Graph Representations based on Multiscale Local Network Topologies. WI (2019)
Michael Fromm, Matthias Schubert, Guillermo Castilla, Julia Linke, Gregory J. McDermid
Automated Detection of Conifer Seedlings in Drone Imagery Using Convolutional Neural Networks. Remote. Sens. 11 (21) (2019)
Evgeniy Faerman, Manuell Rogalla, Niklas Strauß, Adrian Krüger, Benedict Blümel, Max Berrendorf, Michael Fromm, Matthias Schubert
Spatial Interpolation with Message Passing Framework. ICDM Workshops (2019)
Sebastian Schmoll, Sabrina Friedl, Matthias Schubert
Scaling the Dynamic Resource Routing Problem. SSTD (2019)
Lukas Rottkamp, Matthias Schubert
A time-inhomogeneous Markov model for resource availability under sparse observations. SIGSPATIAL/GIS (2018)
Camila F. Costa, Mario A. Nascimento, Matthias Schubert
Diverse nearest neighbors queries using linear skylines. GeoInformatica 22 (4) (2018)
Sebastian Schmoll, Matthias Schubert
Vision paper: reinforcement learning in smart spatio-temporal environments. SIGSPATIAL/GIS (2018)
Sebastian Schmoll, Matthias Schubert
Dynamic Resource Routing using Real-Time Information. EDBT (2018)
Evgheniy Faerman, Felix Borutta, Julian Busch, Matthias Schubert
Semi-Supervised Learning on Graphs Based on Local Label Distributions. CoRR (2018)
Sebastian Schmoll, Matthias Schubert
Dynamic Resource Routing using Real-Time Dynamic Programming. IJCAI (2018)
Marawan Shalaby, Jan Stutzki, Matthias Schubert, Stephan Günnemann
An LSTM Approach to Patent Classification based on Fixed Hierarchy Vectors. SDM (2018)
Ying Lu, Gregor Jossé, Tobias Emrich, Ugur Demiryurek, Matthias Renz, Cyrus Shahabi, Matthias Schubert
Scenic Routes Now: Efficiently Solving the Time-Dependent Arc Orienteering Problem. CIKM (2017)
Gregor Jossé, Klaus Arthur Schmid, Andreas Züfle, Georgios Skoumas, Matthias Schubert, Matthias Renz, Dieter Pfoser, Mario A. Nascimento
Knowledge extraction from crowdsourced data for the enrichment of road networks. GeoInformatica 21 (4) (2017)
Ilkcan Keles, Matthias Schubert, Peer Kröger, Simonas Saltenis, Christian S. Jensen
Extracting visited points of interest from vehicle trajectories. GeoRich@SIGMOD (2017)
Erik Seglem, Andreas Züfle, Jan Stutzki, Felix Borutta, Evgheniy Faerman, Matthias Schubert
On Privacy in Spatio-Temporal Data: User Identification Using Microblog Data. SSTD (2017)
Gregor Jossé, Ying Lu, Tobias Emrich, Matthias Renz, Cyrus Shahabi, Ugur Demiryurek, Matthias Schubert
Scenic Routes Now: Efficiently Solving the Time-Dependent Arc Orienteering Problem. CoRR (2016)
Jan Stutzki, Matthias Schubert
Geodata supported classification of patent applications. GeoRich@SIGMOD (2016)
Michael Stockerl, Christoph Ringlstetter, Matthias Schubert, Eirini Ntoutsi, Hans-Peter Kriegel
Online template matching over a stream of digitized documents. SSDBM (2015)
Gregor Jossé, Matthias Schubert, Ludwig Zellner
EasyEV: Monitoring and Querying System for Electric Vehicle Fleets Using Smart Car Data. SSTD (2015)
Gregor Jossé, Klaus Arthur Schmid, Andreas Züfle, Georgios Skoumas, Matthias Schubert, Dieter Pfoser
Tourismo: A User-Preference Tourist Trip Search Engine. SSTD (2015)
Michael Shekelyan, Gregor Jossé, Matthias Schubert
ParetoPrep: Efficient Lower Bounds for Path Skylines and Fast Path Computation. SSTD (2015)
Michael Shekelyan, Gregor Jossé, Matthias Schubert
Linear path skylines in multicriteria networks. ICDE (2015)
Gregor Jossé, Klaus Arthur Schmid, Matthias Schubert
Probabilistic Resource Route Queries with Reappearance. EDBT (2015)
Georgios Skoumas, Klaus Arthur Schmid, Gregor Jossé, Matthias Schubert, Mario A. Nascimento, Andreas Züfle, Matthias Renz, Dieter Pfoser
Knowledge-Enriched Route Computation. SSTD (2015)
Anders Drachen, Matthew Yancey, John Maguire, Derrek Chu, Iris Yuhui Wang, Tobias Mahlmann, Matthias Schubert, Diego Klabjan
Skill-based differences in spatio-temporal team behaviour in defence of the Ancients 2 (DotA 2). GEM (2014)
Michael Shekelyan, Gregor Jossé, Matthias Schubert
ParetoPrep: Fast computation of Path Skylines Queries. CoRR (2014)
Gregor Jossé, Matthias Schubert
Towards resource route queries with reappearance. SIGSPATIAL PhD Workshop (2014)
Michael Shekelyan, Gregor Jossé, Matthias Schubert, Hans-Peter Kriegel
Linear Path Skyline Computation in Bicriteria Networks. DASFAA (1) (2014)
Anders Drachen, Matthias Schubert
Spatial game analytics and visualization. CIG (2013)
Gregor Jossé, Matthias Schubert, Hans-Peter Kriegel
Probabilistic parking queries using aging functions. SIGSPATIAL/GIS (2013)
Adrian Balteanu, Gregor Jossé, Matthias Schubert
Mining Driving Preferences in Multi-cost Networks. SSTD (2013)
Tobias Emrich, Gregor Jossé, Hans-Peter Kriegel, Markus Mauder, Johannes Niedermayer, Matthias Renz, Matthias Schubert, Andreas Züfle
Optimal Distance Bounds for the Mahalanobis Distance. SISAP (2013)
Matthias Schubert, Hans-Peter Kriegel
Co-RCA: Unsupervised Distance-Learning for Multi-View Clustering. MultiClust@SDM (2012)
Franz Graf, Robert Greil, Hans-Peter Kriegel, Matthias Schubert, Alexander Cavallaro
Enhanced detection of the vertebrae in 2D CT-images. Medical Imaging: Image Processing (2012)
Hans-Peter Kriegel, Matthias Renz, Matthias Schubert, Andreas Züfle
Efficient Traffic Density Prediction in Road Networks Using Suffix Trees. Künstliche Intell. 26 (3) (2012)
Franz Graf, Hans-Peter Kriegel, Matthias Schubert, Sebastian Pölsterl, Alexander Cavallaro
2D Image Registration in CT Images Using Radial Image Descriptors. MICCAI (2) (2011)
Matthias Schubert, Hans-Peter Kriegel
LOCAR: local compression of alternative routes. GIS (2011)
Franz Graf, Hans-Peter Kriegel, Matthias Schubert, Michael Strukelj, Alexander Cavallaro
Fully automatic detection of the vertebrae in 2D CT images. Medical Imaging: Image Processing (2011)
Hans-Peter Kriegel, Matthias Schubert, Andreas Züfle
Managing and Mining Multiplayer Online Games. SSTD (2011)
Alexander Cavallaro, Franz Graf, Hans-Peter Kriegel, Matthias Schubert, Marisa Thoma
Region of Interest Queries in CT Scans. SSTD (2011)
Franz Graf, Hans-Peter Kriegel, Matthias Renz, Matthias Schubert
MARiO: Multi-Attribute Routing in Open Street Map. SSTD (2011)
Franz Graf, Hans-Peter Kriegel, Matthias Schubert
Maximum Gain Round Trips with Cost Constraints CoRR (2011)
Hans-Peter Kriegel, Matthias Renz, Matthias Schubert
Route skyline queries: A multi-preference path planning approach. ICDE (2010)
Tobias Emrich, Franz Graf, Hans-Peter Kriegel, Matthias Schubert, Marisa Thoma
On the impact of flash SSDs on spatial indexing. DaMoN (2010)
Tobias Emrich, Franz Graf, Hans-Peter Kriegel, Matthias Schubert, Marisa Thoma, Alexander Cavallaro
CT slice localization via instance-based regression. Medical Imaging: Image Processing (2010)
Hans-Peter Kriegel, Peer Kröger, Matthias Renz, Matthias Schubert
Metric spaces in data mining: applications to clustering. ACM SIGSPATIAL Special 2 (2) (2010)
Tobias Emrich, Franz Graf, Hans-Peter Kriegel, Matthias Schubert, Marisa Thoma
Optimizing All-Nearest-Neighbor Queries with Trigonometric Pruning. SSDBM (2010)
Tobias Emrich, Franz Graf, Hans-Peter Kriegel, Matthias Schubert, Marisa Thoma
Similarity Estimation Using Bayes Ensembles. SSDBM (2010)
Franz Graf, Hans-Peter Kriegel, Matthias Renz, Matthias Schubert
Memory-efficient A*-search using sparse embeddings. GIS (2010)
Franz Graf, Hans-Peter Kriegel, Matthias Renz, Matthias Schubert
PAROS: pareto optimal route selection. SIGMOD Conference (2010)
Hans-Peter Kriegel, Peter Kunath, Alexey Pryakhin, Matthias Schubert
Distribution-Based Similarity for Multi-represented Multimedia Objects. MMM (2008)
Hans-Peter Kriegel, Matthias Renz, Matthias Schubert, Andreas Züfle
Statistical Density Prediction in Traffic Networks. SDM (2008)
Hans-Peter Kriegel, Peter Kunath, Alexey Pryakhin, Matthias Schubert
MUSE: Multi-Represented Similarity Estimation. ICDE (2008)
Hans-Peter Kriegel, Matthias Schubert, Arthur Zimek
Angle-based outlier detection in high-dimensional data. KDD (2008)

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Publication Activity (10 Years)

Top Topics

Top Venues

Matthias Schubert