Kevin Liang
4 papers · 2019–2021 · 3 conferences · across top CS/AI conferences
Achievements
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Conference Polyglot
(3)
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Interdisciplinary Bridge
πΊοΈ
Taxonomy Completionist
(12)
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Keyword Pioneer
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Cross-Pollinator
(14)
Conferences
NIPS (2)
AISTATS (1)
ICLR (1)
Top co-authors
Keywords
sequence modeling
(1)
continual learning
(1)
catastrophic forgetting
(1)
bayesian nonparametrics
(1)
indian buffet process
(1)
adversarial attack
(1)
convolutional neural network
(1)
long short-term memory
(1)
recurrent neural network
(1)
image classifier
(1)
weight factorization
(1)
kernel methods
(1)
targeted attack
(1)
blackbox transfer
(1)
feature hierarchy perturbation
(1)
recurrent kernel machine
(1)
gated memory cell
(1)
n-gram filter
(1)
Papers
Continual Learning using a Bayesian Nonparametric Dictionary of Weight Factors
AISTATS 2021
Perturbing Across the Feature Hierarchy to Improve Standard and Strict Blackbox Attack Transferability
NIPS 2020
Transferable Perturbations of Deep Feature Distributions
ICLR 2020
Kernel-Based Approaches for Sequence Modeling: Connections to Neural Methods
NIPS 2019