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2401.07145
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Scalable and Efficient Methods for Uncertainty Estimation and Reduction in Deep Learning
13 January 2024
Soyed Tuhin Ahmed
BDL
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Papers citing
"Scalable and Efficient Methods for Uncertainty Estimation and Reduction in Deep Learning"
3 / 3 papers shown
Title
Enhancing Reliability of Neural Networks at the Edge: Inverted Normalization with Stochastic Affine Transformations
Soyed Tuhin Ahmed
K. Danouchi
G. Prenat
L. Anghel
M. Tahoori
32
2
0
23 Jan 2024
Spatial-SpinDrop: Spatial Dropout-based Binary Bayesian Neural Network with Spintronics Implementation
Soyed Tuhin Ahmed
K. Danouchi
Michael Hefenbrock
G. Prenat
L. Anghel
M. Tahoori
46
8
0
16 Jun 2023
One-Shot Online Testing of Deep Neural Networks Based on Distribution Shift Detection
Soyed Tuhin Ahmed
M. Tahoori
34
3
0
16 May 2023
1
