Mehran Hosseini
4 papers · 2023–2025 · 4 venues · across top CS/AI venues
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Achievements
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Conference Polyglot · Bronze
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Interdisciplinary Bridge · Bronze
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Taxonomy Completionist
(12)
Top co-authors
Research topics
Keywords
neural network verification
(2)
adversarial robustness
(2)
conformal prediction
(1)
uncertainty quantification
(1)
image synthesis
(1)
neural network optimization
(1)
convolutional neural network
(1)
variational autoencoder
(1)
prediction set
(1)
generative adversarial network
(1)
activation function
(1)
positional encoding
(1)
bayesian neural network
(1)
mixed integer linear programming
(1)
probabilistic robustness
(1)
gradient-based verification
(1)
robustness guarantee
(1)
transformer model
(1)
soft label prediction
(1)
disagreement learning
(1)
Papers
GeoPos: A Minimal Positional Encoding for Enhanced Fine-Grained Details in Image Synthesis using Convolutional Neural Networks
WACV 2025
Tight Verification of Probabilistic Robustness in Bayesian Neural Networks
AISTATS 2024
Verifiably Robust Conformal Prediction
NeurIPS 2024
Lon-eå at SemEval-2023 Task 11: A Comparison of Activation Functions for Soft and Hard Label Prediction
SemEval 2023