Adam Kosiorek
6 papers · 2017–2020 · 2 venues · across top CS/AI venues
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Achievements
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🌍
Conference Polyglot · Bronze
🌉
Interdisciplinary Bridge · Bronze
🗺️
Taxonomy Completionist
(14)
🐣
Hot Topic Early Bird
Venues
Top co-authors
Research topics
Machine Learning
(5)
Deep Learning
(4)
Artificial Intelligence
(3)
Core Methods
(3)
Learning Types
(3)
Computer Vision
(2)
Analysis
(2)
Architectures
(2)
Learning Paradigms
(2)
Models
(2)
Bayesian & Probabilistic · Artificial Intelligence
(1)
Bayesian & Probabilistic · Machine Learning
(1)
Core AI
(1)
Generation
(1)
Optimization & Theory
(1)
Keywords
object tracking
(2)
generative model
(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
Set Transformer: A Framework for Attention-based Permutation-Invariant Neural Networks
ICML 2019
Stacked Capsule Autoencoders
NeurIPS 2019
Sequential Attend, Infer, Repeat: Generative Modelling of Moving Objects
NeurIPS 2018
Tighter Variational Bounds are Not Necessarily Better
ICML 2018
Hierarchical Attentive Recurrent Tracking
NeurIPS 2017