Yi-Fu Wu
7 papers · 2020–2025 · 3 conferences · across top CS/AI conferences
Achievements
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π Cross-Pollinator (15) π Conference Polyglot (3) π Academic Marathon (5) π§ Keyword Pioneer π£ Hot Topic Early Bird
π
Renaissance Researcher
(5)
π
Interdisciplinary Bridge
πΊοΈ
Taxonomy Completionist
(14)
π₯
Unstoppable
(6)
β
The Questioner
Conferences
ICLR (3)
ICML (3)
NIPS (1)
Top co-authors
Keywords
unsupervised learning
(3)
representation learning
(2)
object-centric learning
(2)
video understanding
(1)
visual representation
(1)
video transformer
(1)
generative model
(1)
systematic generalization
(1)
object-centric representation
(1)
slot attention
(1)
transformer decoder
(1)
video reasoning
(1)
scene decomposition
(1)
object-centric world model
(1)
future frame prediction
(1)
multimodal uncertainty
(1)
temporal imagination
(1)
structured world model
(1)
reinforcement learning
(1)
sample efficiency
(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
NIPS 2022
Generative Video Transformer: Can Objects be the Words?
ICML 2021
SPACE: Unsupervised Object-Oriented Scene Representation via Spatial Attention and Decomposition
ICLR 2020
Improving Generative Imagination in Object-Centric World Models
ICML 2020