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Spanias, Andreas
6 publications
ICML
2022
Improved StyleGAN-V2 Based Inversion for Out-of-Distribution Images
Rakshith Subramanyam
,
Vivek Narayanaswamy
,
Mark Naufel
,
Andreas Spanias
,
Jayaraman J. Thiagarajan
AAAI
2021
Accurate and Robust Feature Importance Estimation Under Distribution Shifts
Jayaraman J. Thiagarajan
,
Vivek Sivaraman Narayanaswamy
,
Rushil Anirudh
,
Peer-Timo Bremer
,
Andreas Spanias
NeurIPS
2021
Designing Counterfactual Generators Using Deep Model Inversion
Jayaraman Thiagarajan
,
Vivek Sivaraman Narayanaswamy
,
Deepta Rajan
,
Jia Liang
,
Akshay Chaudhari
,
Andreas Spanias
NeurIPSW
2021
Multi-Domain Ensembles for Domain Generalization
Kowshik Thopalli
,
Sameeksha Katoch
,
Jayaraman J. Thiagarajan
,
Pavan K. Turaga
,
Andreas Spanias
AAAI
2021
Uncertainty-Matching Graph Neural Networks to Defend Against Poisoning Attacks
Uday Shankar Shanthamallu
,
Jayaraman J. Thiagarajan
,
Andreas Spanias
AAAI
2018
Attend and Diagnose: Clinical Time Series Analysis Using Attention Models
Huan Song
,
Deepta Rajan
,
Jayaraman J. Thiagarajan
,
Andreas Spanias