John Hopcroft
5 papers · 2013–2022 · 2 venues · across top CS/AI venues
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Achievements
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π£ Hot Topic Early Bird π Academic Marathon Β· Sprint π Interdisciplinary Bridge Β· Bronze π Conference Polyglot Β· Bronze πΊοΈ Taxonomy Completionist (22)
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Keyword Pioneer
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Trend Setter
Venues
Top co-authors
Research topics
Deep Learning
(3)
Machine Learning
(3)
Architectures
(3)
Optimization & Theory Β· Machine Learning
(3)
Artificial Intelligence
(2)
Core AI
(2)
Core Methods
(2)
Models
(2)
Computer Vision
(1)
Mathematics & Optimization
(1)
Application Areas
(1)
Generation
(1)
Learning Types
(1)
Mathematics
(1)
Optimization & Theory Β· Deep Learning
(1)
Keywords
representation learning
(2)
adversarial robustness
(1)
image generation
(1)
variational inference
(1)
style transfer
(1)
image reconstruction
(1)
texture synthesis
(1)
vc dimension
(1)
hierarchical representation
(1)
similarity measurement
(1)
distance estimation
(1)
image representation
(1)
expressive power
(1)
cauchy random projections
(1)
chi-square kernel
(1)
similarity computation
(1)
probability collision
(1)
l1 distance
(1)
generative model
(1)
random projection
(1)
Papers
Why Robust Generalization in Deep Learning is Difficult: Perspective of Expressive Power
NeurIPS 2022
Towards Understanding Learning Representations: To What Extent Do Different Neural Networks Learn the Same Representation
NeurIPS 2018
Stacked Generative Adversarial Networks
CVPR 2017
A Powerful Generative Model Using Random Weights for the Deep Image Representation
NeurIPS 2016
Sign Cauchy Projections and Chi-Square Kernel
NeurIPS 2013