Ian Molloy
4 papers · 2010–2021 · 4 venues · across top CS/AI venues
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Achievements
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🌍 Conference Polyglot · Bronze 🏃 Academic Marathon · Half 🌉 Interdisciplinary Bridge · Silver 🗺️ Taxonomy Completionist (15) 🐣 Hot Topic Early Bird
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Trend Setter
Venues
Top co-authors
Research topics
Machine Learning
(4)
Artificial Intelligence
(3)
Deep Learning
(3)
Learning Types · Machine Learning
(3)
Computer Vision
(2)
Core AI
(2)
Core Methods
(2)
Learning Types · Deep Learning
(2)
Optimization & Theory
(2)
Healthcare & Medicine
(1)
Bayesian & Probabilistic · Artificial Intelligence
(1)
Bayesian & Probabilistic · Machine Learning
(1)
Clinical
(1)
Domain-Specific
(1)
Models
(1)
Keywords
adversarial example
(2)
nonparametric bayesian
(1)
variational inference
(1)
text classification
(1)
model robustness
(1)
multimodal learning
(1)
human pose estimation
(1)
adversarial training
(1)
expectation propagation
(1)
indian buffet process
(1)
optical flow estimation
(1)
adversarial defense
(1)
electronic health record
(1)
temporal consistency
(1)
verifiable training
(1)
non-negative matrix factorization
(1)
robustness guarantee
(1)
feature consistency
(1)
video semantic segmentation
(1)
adversarial example detection
(1)
Papers
Adaptive Verifiable Training Using Pairwise Class Similarity
AAAI 2021
Utilizing Multimodal Feature Consistency to Detect Adversarial Examples on Clinical Summaries
EMNLP 2020
AdvIT: Adversarial Frames Identifier Based on Temporal Consistency in Videos
ICCV 2019
Nonparametric Bayesian Matrix Factorization by Power-EP
AISTATS 2010