Ruslan Salakhudinov
4 papers · 2015–2016 · 1 venue · across top CS/AI venues
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Interdisciplinary Bridge · Bronze
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Taxonomy Completionist
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Research topics
Machine Learning
(3)
Computer Vision
(2)
Learning Types
(2)
Artificial Intelligence
(1)
Mathematics & Optimization
(1)
Natural Language Processing
(1)
Core Methods
(1)
Generation · Computer Vision
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Generation · Natural Language Processing
(1)
Learning Paradigms
(1)
Optimization
(1)
Optimization & Theory
(1)
Processing
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Keywords
unsupervised learning
(1)
representation learning
(1)
sequence modeling
(1)
semi-supervised learning
(1)
action recognition
(1)
text classification
(1)
image captioning
(1)
natural gradient
(1)
graph embedding
(1)
precision matrix
(1)
visual attention
(1)
second-order optimization
(1)
restricted boltzmann machine
(1)
gaussian graphical model
(1)
long short-term memory
(1)
variational lower bound
(1)
fisher matrix
(1)
inductive learning
(1)
video representation
(1)
entity classification
(1)
Papers
Revisiting Semi-Supervised Learning with Graph Embeddings
ICML 2016
Scaling up Natural Gradient by Sparsely Factorizing the Inverse Fisher Matrix
ICML 2015
Show, Attend and Tell: Neural Image Caption Generation with Visual Attention
ICML 2015
Unsupervised Learning of Video Representations using LSTMs
ICML 2015