Skyler Speakman
5 papers · 2013–2023 · 2 venues · across top CS/AI venues
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Achievements
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π Conference Polyglot Β· Bronze π Academic Marathon Β· Half π Interdisciplinary Bridge Β· Silver πΊοΈ Taxonomy Completionist (17) π£ Hot Topic Early Bird
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Research topics
Machine Learning
(4)
Artificial Intelligence
(3)
Application Areas
(3)
Core AI
(3)
Computer Vision
(2)
Deep Learning
(2)
Data Science & Analytics
(1)
Analysis
(1)
Applications
(1)
Architectures
(1)
Core Methods
(1)
Learning Types Β· Deep Learning
(1)
Learning Types Β· Machine Learning
(1)
Models
(1)
Processing
(1)
Keywords
subset scanning
(3)
anomaly detection
(3)
adversarial attack detection
(2)
reconstruction error
(1)
optical flow estimation
(1)
scan statistic
(1)
variational autoencoder
(1)
generative adversarial network
(1)
categorical data
(1)
patch attack
(1)
node activation
(1)
creative process
(1)
healthcare analytics
(1)
network intrusion detection
(1)
self-driving car
(1)
anomalous pattern detection
(1)
nonparametric scan statistic
(1)
customs monitoring
(1)
attack localization
(1)
blackbox model inspection
(1)
Papers
Spatially Constrained Adversarial Attack Detection and Localization in the Representation Space of Optical Flow Networks
IJCAI 2023
Towards Creativity Characterization of Generative Models via Group-Based Subset Scanning
IJCAI 2022
Detecting Adversarial Attacks via Subset Scanning of Autoencoder Activations and Reconstruction Error
IJCAI 2020
Inspection of Blackbox Models for Evaluating Vulnerability in Maternal, Newborn, and Child Health
IJCAI 2020
Fast Generalized Subset Scan for Anomalous Pattern Detection
JMLR 2013