John Hopcroft
5 papers · 2013–2022 · 2 conferences · across top CS/AI conferences
Achievements
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π£ Hot Topic Early Bird π§ Keyword Pioneer π Conference Polyglot (2) π Academic Marathon (9) π Cross-Pollinator (10)
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Renaissance Researcher
(5)
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Interdisciplinary Bridge
πΊοΈ
Taxonomy Completionist
(19)
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Trend Setter
Conferences
NIPS (4)
CVPR (1)
Top co-authors
Keywords
representation learning
(2)
adversarial robustness
(1)
image generation
(1)
variational inference
(1)
high dimensional data
(1)
high-dimensional data
(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
NIPS 2022
Towards Understanding Learning Representations: To What Extent Do Different Neural Networks Learn the Same Representation
NIPS 2018
Stacked Generative Adversarial Networks
CVPR 2017
A Powerful Generative Model Using Random Weights for the Deep Image Representation
NIPS 2016
Sign Cauchy Projections and Chi-Square Kernel
NIPS 2013