Yi-Fu Wu
7 papers · 2020–2025 · 3 venues · across top CS/AI venues
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Achievements
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🐣 Hot Topic Early Bird 🏃 Academic Marathon · Sprint 🌉 Interdisciplinary Bridge · Bronze 🗺️ Taxonomy Completionist (18) 🌍 Conference Polyglot · Bronze
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Topic Evolution
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Unstoppable · Bronze
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The Questioner
Venues
Top co-authors
Research topics
Machine Learning
(5)
Learning Types · Machine Learning
(5)
Deep Learning
(4)
Architectures
(4)
Artificial Intelligence
(3)
Computer Vision
(3)
Core AI
(3)
Generation
(2)
Models
(2)
Reinforcement Learning
(1)
Analysis
(1)
Applications
(1)
Core Methods
(1)
Learning Types · Deep Learning
(1)
Processing
(1)
Keywords
unsupervised learning
(5)
object-centric learning
(3)
hierarchical representation
(2)
representation learning
(2)
generative model
(2)
video prediction
(1)
video understanding
(1)
visual representation
(1)
video transformer
(1)
object discovery
(1)
latent variable model
(1)
compositional representation
(1)
variational autoencoder
(1)
world model
(1)
systematic generalization
(1)
compositional generation
(1)
object-centric representation
(1)
slot attention
(1)
transformer decoder
(1)
discrete representation
(1)
Papers
Dreamweaver: Learning Compositional World Models from Pixels
ICLR 2025
Neural Language of Thought Models
ICLR 2024
An Investigation into Pre-Training Object-Centric Representations for Reinforcement Learning
ICML 2023
Simple Unsupervised Object-Centric Learning for Complex and Naturalistic Videos
NeurIPS 2022
Generative Video Transformer: Can Objects be the Words?
ICML 2021
Improving Generative Imagination in Object-Centric World Models
ICML 2020
SPACE: Unsupervised Object-Oriented Scene Representation via Spatial Attention and Decomposition
ICLR 2020