Dario Zanca
6 papers · 2017–2024 · 5 conferences · across top CS/AI conferences
Achievements
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π Cross-Pollinator (14) π Academic Marathon (7) π Renaissance Researcher (6) π Interdisciplinary Bridge πΊοΈ Taxonomy Completionist (14)
π
Conference Polyglot
(5)
π§
Keyword Pioneer
π£
Hot Topic Early Bird
π
Keyword Champion
(2)
Conferences
NIPS (2)
AAAI (1)
ICML (1)
IJCAI (1)
UAI (1)
Top co-authors
Keywords
clustering evaluation
(2)
adjusted mutual information
(2)
clustering comparison
(2)
statistical evaluation
(1)
visual attention
(1)
saliency detection
(1)
distribution shift
(1)
saliency map
(1)
deep learning model
(1)
image processing
(1)
adversarial attack
(1)
eye movement
(1)
out-of-distribution detection
(1)
video processing
(1)
monte carlo method
(1)
permutation test
(1)
adjusted rand index
(1)
variational principle
(1)
visual exploration
(1)
information-theoretic metric
(1)
Papers
Trends, Applications, and Challenges in Human Attention Modelling
IJCAI 2024
$p$-value Adjustment for Monotonous, Unbiased, and Fast Clustering Comparison
NIPS 2023
FastAMI β a Monte Carlo Approach to the Adjustment for Chance in Clustering Comparison Metrics
AAAI 2023
Improving Robustness against Real-World and Worst-Case Distribution Shifts through Decision Region Quantification
ICML 2022
Identifying untrustworthy predictions in neural networks by geometric gradient analysis
UAI 2021
Variational Laws of Visual Attention for Dynamic Scenes
NIPS 2017