Nate Kushman
11 papers · 2012–2020 · 7 venues · across top CS/AI venues
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Achievements
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🗺️ Taxonomy Completionist (10) 🐣 Hot Topic Early Bird 🌍 Conference Polyglot · Silver 🏃 Academic Marathon · Sprint 🧭 Keyword Pioneer
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Conference Pioneer
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Unstoppable · Bronze
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Century Club · Bronze
Top co-authors
Research topics
Keywords
representation learning
(2)
adversarial example
(2)
model security
(1)
information bottleneck
(1)
density estimation
(1)
data augmentation
(1)
adversarial training
(1)
mutual information
(1)
multi-view learning
(1)
statistical hypothesis testing
(1)
differentiable programming
(1)
lifelong learning
(1)
generative model
(1)
inductive bia
(1)
generative adversarial network
(1)
certified defense
(1)
autoregressive density estimation
(1)
feature interpretation
(1)
modular architecture
(1)
interpretable algorithm
(1)
Papers
Learning Robust Representations via Multi-View Information Bottleneck
ICLR 2020
Inverting Supervised Representations with Autoregressive Neural Density Models
AISTATS 2019
Constructing Unrestricted Adversarial Examples with Generative Models
NeurIPS 2018
PixelDefend: Leveraging Generative Models to Understand and Defend against Adversarial Examples
ICLR 2018
Differentiable Programs with Neural Libraries
ICML 2017
MAWPS: A Math Word Problem Repository
NAACL 2016
Neural Generation of Regular Expressions from Natural Language with Minimal Domain Knowledge
EMNLP 2016
Learning to Automatically Solve Algebra Word Problems
ACL 2014
Learning to Solve Arithmetic Word Problems with Verb Categorization
EMNLP 2014
Using Semantic Unification to Generate Regular Expressions from Natural Language
NAACL 2013
Learning High-Level Planning from Text
ACL 2012