Adam Kosiorek
6 papers · 2017–2020 · 2 conferences · across top CS/AI conferences
Achievements
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πΊοΈ Taxonomy Completionist (15) π Interdisciplinary Bridge π Cross-Pollinator (15) π Conference Polyglot (2) π§ Keyword Pioneer
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Conferences
ICML (3)
NIPS (3)
Top co-authors
Keywords
generative model
(2)
object tracking
(2)
variational inference
(1)
pose estimation
(1)
object recognition
(1)
video generation
(1)
video prediction
(1)
attention mechanism
(1)
video tracking
(1)
unsupervised classification
(1)
latent variable
(1)
sequential modeling
(1)
recurrent neural network
(1)
gradient estimator
(1)
deep generative model
(1)
temporal consistency
(1)
evidence lower bound
(1)
permutation invariance
(1)
few-shot classification
(1)
sparse gaussian process
(1)
Papers
MetaFun: Meta-Learning with Iterative Functional Updates
ICML 2020
Stacked Capsule Autoencoders
NIPS 2019
Set Transformer: A Framework for Attention-based Permutation-Invariant Neural Networks
ICML 2019
Sequential Attend, Infer, Repeat: Generative Modelling of Moving Objects
NIPS 2018
Tighter Variational Bounds are Not Necessarily Better
ICML 2018
Hierarchical Attentive Recurrent Tracking
NIPS 2017