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#p_schubert

BS25a

Aerial Coverage Path Planning in Nuclear Emergencies a Training and Evaluation Environment

Demonstration Track @IJCAI 2025

#p_schubert

LHL+25

DAWM: Diffusion Action World Models for Offline Reinforcement Learning via Action-Inferred Transitions

WM @ICML 2025

#p_schubert

Rot25

Obtaining, Improving and Evaluating Spatio-Temporal Information for Efficient Solutions of Mobility Problems

Dissertation LMU München. Jul. 2025

#p_schubert

LYM+25

Beyond Single-Step: Multi-Frame Action-Conditiones Video Generation for Reinforcement Learning Environments

World Models @ICLR 2025

#p_schubert #p_tresp

Str24

Artificial Intelligence for Resource Allocation Tasks

Dissertation LMU München. Dec. 2024

#p_schubert

WSB+24

Autoregressive Policy Optimization for Constrained Allocation Tasks

NeurIPS 2024

#p_schubert #p_seidl

LSS+24

Dying Clusters Is All You Need -- Deep Clustering With an Unknown Number of Clusters

DLC 2024 @ICDM 2024

#p_schubert #p_seidl

Ber24

Deep Learning Methods for Image Recognition in Remote Sensing

Dissertation LMU München. Dec. 2024

#p_schubert

HKB+24

GRAtt-VIS: Gated Residual Attention for Video Instance Segmentation

ICPR 2020

#p_schubert #p_seidl #p_tresp

BHS+24

Context Matters: Leveraging Spatiotemporal Metadata for Semi-Supervised Learning on Remote Sensing Images

ECAI 2024

#p_schubert #p_seidl

SS24

Spatial-Aware Deep Reinforcement Learning for the Traveling Officer Problem

SDM 2024

#p_schubert

RS24

A Time-Inhomogeneous Markov Model for Resource Availability Under Sparse Observations

Preprint (Apr. 2024)

#p_schubert

BAK+24

What's Outside the Intersection? Fine-Grained Error Analysis for Semantic Segmentation Beyond IoU

WACV 2024

#p_schubert #p_tresp

DLQ+23

FORECASTTKGQUESTIONS: A Benchmark for Temporal Question Answering and Forecasting Over Temporal Knowledge Graphs

ISWC 2023

#p_schubert #p_tresp

BSS23

MapFormer: Boosting Change Detection by Using Pre-Change Information

ICCV 2023

#p_schubert

WSS+23a

Simplex Decomposition for Portfolio Allocation Constraints in Reinforcement Learning

ECAI 2023

#p_schubert #p_seidl

DWL+23

Improving Few-Shot Inductive Learning on Temporal Knowledge Graphs Using Confidence-Augmented Reinforcement Learning

ECML-PKDD 2023

#p_schubert #p_tresp

RSS23

DEAR: Dynamic Electric Ambulance Redeployment

SSTD 2023

#p_schubert

GMS+23

QNEAT: Natural Evolution of Variational Quantum Circuit Architecture

GECCO 2023

#p_schubert #p_tresp

FBF+23

Cross-Domain Argument Quality Estimation

Findings @ACL 2023

#p_schubert #p_seidl #p_tresp

Fre23

Learning From Complex Networks

Dissertation LMU München. Jun. 2023

#p_schubert

WSS+23

Constrained Portfolio Management Using Action Space Decomposition for Reinforcement Learning

PAKDD 2023

#p_schubert #p_seidl #p_tresp

LMS+23

Multimodal Contrastive Transformer for Explainable Recommendation

IEEE Transactions on Computational Social Systems. May. 2023

#p_schubert #p_tresp

KHS+23

InstanceFormer: An Online Video Instance Segmentation Framework

AAAI 2023

#p_schubert #p_seidl #p_tresp

SBH+22

A Comparison of Ambulance Redeployment Systems on Real-World Data

Workshop @ICDM 2022

#p_schubert #p_tresp

BS22

Robust Object Detection in Remote Sensing Imagery With Noisy and Sparse Geo-Annotations

ACM SIGSPATIAL 2022

#p_schubert

FMS+22

SEA: Graph Shell Attention in Graph Neural Networks

ECML-PKDD 2022

#p_schubert #p_tresp

SWB+22

Reinforcement Learning for Multi-Agent Stochastic Resource Collection

ECML-PKDD 2022

#p_schubert #p_seidl #p_tresp

WSS+22

Risk-Aware Reinforcement Learning for Multi-Period Portfolio Selection

ECML-PKDD 2022

#p_schubert #p_seidl

DQL+22

Forecasting Question Answering Over Temporal Knowledge Graphs

Preprint (Aug. 2022)

#p_schubert #p_tresp

LMS+22

Multi-Modal Contrastive Pre-Training for Recommendation

ICMR 2022

#p_schubert #p_tresp

FMH+22

TempCaps: A Capsule Network-Based Embedding Model for Temporal Knowledge Graph Completion

SPNLP @ACL 2022

#p_schubert #p_tresp

BS21

Correcting Imprecise Object Locations for Training Object Detectors in Remote Sensing Applications

Remote Sensing 13. Dec. 2021

#p_schubert

KFF+21

Active Learning for Argument Strength Estimation

Insights @EMNLP 2021

#p_schubert #p_seidl

SRS+21

Efficient Parking Search Using Shared Fleet Data

MDM 2021

#p_schubert

Fae21

Representation Learning on Relational Data

Dissertation LMU München. Apr. 2021

#p_schubert

BFT21

Active Learning for Entity Alignment

ECIR 2021

#p_schubert #p_tresp

BWF21

A Critical Assessment of State-of-the-Art in Entity Alignment

ECIR 2021

#p_schubert #p_tresp

FBO+21

ECIR 2021

#p_schubert #p_seidl #p_tresp

FFB+21

Argument Mining Driven Analysis of Peer-Reviews

AAAI 2021

#p_schubert #p_seidl #p_tresp

SS20

Semi-Markov Reinforcement Learning for Stochastic Resource Collection

IJCAI 2020

#p_schubert

BFV+20a

WI-IAT 2020

#p_schubert #p_tresp

FBB+20

Ada-LLD: Adaptive Node Similarity Using Multi-Scale Local Label Distributions

WI-IAT 2020

#p_schubert #p_seidl

BFS+20

Learning Self-Expression Metrics for Scalable and Inductive Subspace Clustering

SSL @NeurIPS 2020

#p_schubert #p_seidl

BF20

Mberr/Ea-Active-Learning: Zenodo. Version 1.0.1

2020

#p_schubert #p_tresp

BWF20

Mberr/Ea-Sota-Comparison: Zenodo. Version V1.1.1

2020

#p_schubert #p_tresp

MFM+20

Matching the Clinical Reality: Accurate OCT-Based Diagnosis From Few Labels

Workshop @CIKM 2020

#p_feuerriegel #p_schubert #p_seidl

FSB+20

SMART-Env

MDM 2020

#p_schubert #p_seidl

BFT20b

Active Learning for Entity Alignment

DL4G @WWW 2020

#p_schubert #p_tresp

BFV+20b

DL4G @WWW 2020

#p_schubert #p_tresp

BFM+20

Knowledge Graph Entity Alignment With Graph Convolutional Networks: Lessons Learned

ECIR 2020

#p_feuerriegel #p_schubert #p_seidl #p_tresp

DMT+20

Unsupervised Anomaly Detection for X-Ray Images

Preprint (Jan. 2020)

#p_feuerriegel #p_mueller #p_schubert #p_seidl #p_tresp

FVB+19

Graph Alignment Networks With Node Matching Scores

Graph Representation Learning @NeurIPS 2019

#p_schubert #p_seidl #p_tresp

FRS+19

Spatial Interpolation With Message Passing Framework

Workshop @ICDM 2019

#p_schubert #p_seidl #p_tresp

FBF+19

XD-STOD: Cross-Domain Superresolution for Tiny Object Detection

Workshop @ICDM 2019

#p_schubert #p_seidl #p_tresp

BBF+19

Structural Graph Representations Based on Multiscale Local Network Topologies

WI 2019

#p_schubert #p_seidl

FFS19

TACAM: Topic and Context Aware Argument Mining

WI 2019

#p_schubert #p_seidl

SFS19

Scaling the Dynamic Resource Routing Problem

SSTD 2019

#p_schubert #p_seidl
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0001-01-01 - Last modified: 0001-01-01