Maximilian Seitzer
9 papers · 2021–2025 · 3 venues · across top CS/AI venues
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Achievements
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🌍
Conference Polyglot · Bronze
🌉
Interdisciplinary Bridge · Silver
🗺️
Taxonomy Completionist
(23)
🐣
Hot Topic Early Bird
🔥
Unstoppable · Bronze
Venues
Top co-authors
Research topics
Machine Learning
(7)
Computer Vision
(5)
Deep Learning
(5)
Analysis
(5)
Artificial Intelligence
(4)
Learning Types · Machine Learning
(4)
Reinforcement Learning
(2)
Application Areas
(2)
Core AI
(2)
Core Methods
(2)
Learning Types · Deep Learning
(2)
Methods
(2)
Robotics
(1)
Architectures
(1)
Bayesian & Probabilistic
(1)
Keywords
object-centric learning
(3)
object-centric representation
(3)
unsupervised learning
(3)
representation learning
(2)
slot attention
(2)
self-supervised learning
(2)
video representation
(2)
reinforcement learning
(2)
visual question answering
(1)
visual representation learning
(1)
domain generalization
(1)
maximum likelihood estimation
(1)
variance estimation
(1)
conditional mutual information
(1)
off-policy learning
(1)
vision-language model
(1)
language grounding
(1)
foundation model
(1)
variational autoencoder
(1)
gaussian distribution
(1)
Papers
CTRL-O: Language-Controllable Object-Centric Visual Representation Learning
CVPR 2025
On the Transfer of Object-Centric Representation Learning
ICLR 2025
Temporally Consistent Object-Centric Learning by Contrasting Slots
CVPR 2025
DyST: Towards Dynamic Neural Scene Representations on Real-World Videos
ICLR 2024
Bridging the Gap to Real-World Object-Centric Learning
ICLR 2023
Object-Centric Learning for Real-World Videos by Predicting Temporal Feature Similarities
NeurIPS 2023
On the Pitfalls of Heteroscedastic Uncertainty Estimation with Probabilistic Neural Networks
ICLR 2022
Causal Influence Detection for Improving Efficiency in Reinforcement Learning
NeurIPS 2021
Self-supervised Visual Reinforcement Learning with Object-centric Representations
ICLR 2021