Aleksandar Stanić
5 papers · 2016–2024 · 4 venues · across top CS/AI venues
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Achievements
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🌍 Conference Polyglot · Bronze 🏃 Academic Marathon · Sprint 🌉 Interdisciplinary Bridge · Gold 🗺️ Taxonomy Completionist (16) 🐣 Hot Topic Early Bird
🏆
Grand Slam
Venues
Top co-authors
Research topics
Computer Vision
(3)
Deep Learning
(3)
Machine Learning
(2)
Analysis
(2)
Architectures
(2)
Learning Types · Machine Learning
(2)
Artificial Intelligence
(1)
Interdisciplinary
(1)
Knowledge & Reasoning
(1)
Cognitive Science
(1)
Core AI · Artificial Intelligence
(1)
Core AI · Computer Vision
(1)
Core Methods
(1)
Learning Types · Deep Learning
(1)
Models
(1)
Keywords
unsupervised learning
(2)
generative modeling
(1)
contrastive learning
(1)
feature extraction
(1)
visual perception
(1)
scene understanding
(1)
image synthesis
(1)
object discovery
(1)
hierarchical model
(1)
convolutional neural network
(1)
disentangled representation
(1)
deep convolutional neural network
(1)
relational inference
(1)
variational autoencoder
(1)
object-centric learning
(1)
spatial dependency
(1)
complex-valued neural network
(1)
recurrent autoencoder
(1)
physical reasoning
(1)
unsupervised object discovery
(1)
Papers
Recurrent Complex-Weighted Autoencoders for Unsupervised Object Discovery
NeurIPS 2024
Contrastive Training of Complex-Valued Autoencoders for Object Discovery
NeurIPS 2023
Hierarchical Relational Inference
AAAI 2021
Spatial Dependency Networks: Neural Layers for Improved Generative Image Modeling
ICLR 2021
Discrete Deep Feature Extraction: A Theory and New Architectures
ICML 2016