Chris Burgess
4 papers · 2018–2021 · 2 conferences · across top CS/AI conferences
Achievements
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π Conference Polyglot (2) π Interdisciplinary Bridge πΊοΈ Taxonomy Completionist (11) π§ Keyword Pioneer π£ Hot Topic Early Bird
π
Cross-Pollinator
(15)
Conferences
NIPS (3)
ICLR (1)
Top co-authors
Keywords
unsupervised learning
(1)
representation learning
(1)
catastrophic forgetting
(1)
variational inference
(1)
scene understanding
(1)
instance segmentation
(1)
variational approach
(1)
minimum description length
(1)
temporal abstraction
(1)
partially observable environment
(1)
disentangled representation
(1)
variational autoencoder
(1)
transition model
(1)
view synthesis
(1)
view invariance
(1)
object alignment
(1)
video decomposition
(1)
object representation
(1)
view-invariant learning
(1)
object-based transition model
(1)
Papers
SIMONe: View-Invariant, Temporally-Abstracted Object Representations via Unsupervised Video Decomposition
NIPS 2021
Unsupervised Object-Based Transition Models For 3D Partially Observable Environments
NIPS 2021
Unsupervised Model Selection for Variational Disentangled Representation Learning
ICLR 2020
Life-Long Disentangled Representation Learning with Cross-Domain Latent Homologies
NIPS 2018