Ian Molloy
4 papers · 2010–2021 · 4 conferences · across top CS/AI conferences
Achievements
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π§ Keyword Pioneer π Interdisciplinary Bridge π Renaissance Researcher (5) πΊοΈ Taxonomy Completionist (16) π£ Hot Topic Early Bird
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Conference Polyglot
(4)
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Academic Marathon
(11)
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Cross-Pollinator
(13)
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Trend Setter
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Conference Pioneer
Conferences
AAAI (1)
AISTATS (1)
EMNLP (1)
ICCV (1)
Top co-authors
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)
nonnegative matrix factorization
(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)
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