John E. Hopcroft
7 papers · 2019–2024 · 4 venues · across top CS/AI venues
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Achievements
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🌍 Conference Polyglot · Bronze 🏃 Academic Marathon · Sprint 🌉 Interdisciplinary Bridge · Bronze 🗺️ Taxonomy Completionist (22) 🐣 Hot Topic Early Bird
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Trend Setter
Venues
Top co-authors
Research topics
Machine Learning
(6)
Learning Types · Machine Learning
(6)
Deep Learning
(4)
Artificial Intelligence
(3)
Core Methods
(3)
Architectures
(2)
Core AI
(2)
Learning Types · Deep Learning
(2)
Optimization & Theory · Machine Learning
(2)
Computer Vision
(1)
Interdisciplinary
(1)
Bayesian & Probabilistic
(1)
Cognitive Science
(1)
Learning Paradigms
(1)
Optimization & Theory · Deep Learning
(1)
Keywords
adversarial example
(2)
fast gradient sign method
(2)
adversarial attack
(2)
adversarial training
(2)
visual concept
(1)
iterative refinement
(1)
stochastic gradient descent
(1)
concept learning
(1)
image restoration
(1)
prior probability
(1)
variance reduction
(1)
bayesian generalization
(1)
long short-term memory
(1)
black-box attack
(1)
convolutional neural network
(1)
gradient descent
(1)
ensemble method
(1)
adversarial defense
(1)
adversarial perturbation
(1)
domain adaptation
(1)
Papers
Leveraging Contrastive Learning for Enhanced Node Representations in Tokenized Graph Transformers
NeurIPS 2024
On the Complexity of Bayesian Generalization
ICML 2023
Stochastic Variance Reduced Ensemble Adversarial Attack for Boosting the Adversarial Transferability
CVPR 2022
Nesterov Accelerated Gradient and Scale Invariance for Adversarial Attacks
ICLR 2020
Robust Local Features for Improving the Generalization of Adversarial Training
ICLR 2020
Single Image Reflection Removal Through Cascaded Refinement
CVPR 2020
Improving the Generalization of Adversarial Training with Domain Adaptation
ICLR 2019