Search Results for author: Sepideh Neshatfar

Found 3 papers, 1 papers with code

Robust Subgraph Learning by Monitoring Early Training Representations

no code implementations14 Mar 2024 Sepideh Neshatfar, Salimeh Yasaei Sekeh

However, their vulnerability to adversarial attacks, particularly through susceptible nodes, poses a challenge in decision-making.

Adversarial Robustness Decision Making +2

FogGuard: guarding YOLO against fog using perceptual loss

1 code implementation13 Mar 2024 Soheil Gharatappeh, Sepideh Neshatfar, Salimeh Yasaei Sekeh, Vikas Dhiman

In this paper, we present a novel fog-aware object detection network called FogGuard, designed to address the challenges posed by foggy weather conditions.

Autonomous Driving Domain Adaptation +4

Promise and Limitations of Supervised Optimal Transport-Based Graph Summarization via Information Theoretic Measures

no code implementations11 May 2023 Sepideh Neshatfar, Abram Magner, Salimeh Yasaei Sekeh

To gain a theoretical perspective on the supervised summarization problem itself, we first formulate it in terms of maximizing the Shannon mutual information between the summarized graph and the class label.

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