Matthias Schubert
9 papers · 2018–2025 · 7 venues · across top CS/AI venues
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Achievements
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๐ฃ Hot Topic Early Bird ๐ Academic Marathon ยท Sprint ๐ Interdisciplinary Bridge ยท Silver ๐บ๏ธ Taxonomy Completionist (24) ๐ Conference Polyglot ยท Silver
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Topic Evolution
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The Questioner
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Renaissance Researcher
(6)
๐๏ธ
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Research topics
Machine Learning
(7)
Learning Types
(4)
Computer Vision
(3)
Reinforcement Learning
(3)
Deep Learning
(2)
Analysis
(2)
Applications
(2)
Architectures
(2)
Methods
(2)
Optimization & Theory
(2)
Processing
(2)
Artificial Intelligence
(1)
Computer Science
(1)
Knowledge & Reasoning
(1)
Mathematics & Optimization
(1)
Keywords
dynamic routing
(2)
semantic segmentation
(2)
stochastic optimization
(1)
representation learning
(1)
reinforcement learning
(1)
continual learning
(1)
link prediction
(1)
video instance segmentation
(1)
change detection
(1)
text classification
(1)
embedding learning
(1)
knowledge transfer
(1)
constrained reinforcement learning
(1)
model evaluation
(1)
transformer architecture
(1)
federated learning
(1)
remote sensing
(1)
markov decision process
(1)
graph embedding
(1)
neural network architecture
(1)
Papers
Aerial Coverage Path Planning in Nuclear Emergencies
IJCAI 2025
Autoregressive Policy Optimization for Constrained Allocation Tasks
NeurIPS 2024
What's Outside the Intersection? Fine-Grained Error Analysis for Semantic Segmentation Beyond IoU
WACV 2024
InstanceFormer: An Online Video Instance Segmentation Framework
AAAI 2023
MapFormer: Boosting Change Detection by Using Pre-change Information
ICCV 2023
Federated Continual Learning for Text Classification via Selective Inter-client Transfer
EMNLP 2022
TempCaps: A Capsule Network-based Embedding Model for Temporal Knowledge Graph Completion
ACL 2022
Semi-Markov Reinforcement Learning for Stochastic Resource Collection
IJCAI 2020
Dynamic Resource Routing using Real-Time Dynamic Programming
IJCAI 2018