Courses and Tutorials

GT COURSES


SHORT COURSE & TUTORIALS

ICME 2024 Tutorial

Robust Image Understanding: Towards Explainability, Uncertainty, and Intervenability

[Tutorial Slides]

CVPR 2024 Tutorial

Title: Robustness at Inference: Towards Explainability, Uncertainty, and Intervenability

[Tutorial Slides]

AAAI 2024 Tutorial

Formalizing Robustness in Neural Networks: Explainability, Uncertainty, and Intervenability

[Tutorial Slides]


WACV 2024 Tutorial

Robustness at Inference: Towards Explainability, Uncertainty, and Intervenability

[Tutorial Slides]

IEEE BigData 2023 Tutorial

Robust Neural Networks: Explainability, Uncertainty, and Intervenability

[Tutorial Slides]

SPS Education Short Course

Visual Explainability in Machine Learning

[Tutorial Slides]


IEEE ICIP 2023 Tutorial

A Multi-Faceted View of Gradients in Neural Networks: Extraction, Interpretation and Applications in Image Understanding

[Tutorial Slides]

IEEE IV 2023 Tutorial

A Holistic View of Perception in Intelligent Vehicles

[Tutorial Slides]

IEEE EUVIP 2021

Explainable and Robust Machine Learning for Images

[Tutorial Slides]

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