Sam Sattarzadeh

According to our database, Sam Sattarzadeh authored at least 6 papers between 2020 and 2022.

Collaborative distances:

• Dijkstra number of three.
• Erdős number of four.

2022

Mitigating Paucity of Data in Sinusoid Characterization Using Generative Synthetic Noise.

Sam Sattarzadeh, Shervin Manzuri Shalmani, Shervin Azad

Proceedings of the IEEE/CVF Conference on Computer Vision and Pattern Recognition Workshops, 2022

2021

SVEA: A Small-scale Benchmark for Validating the Usability of Post-hoc Explainable AI Solutions in Image and Signal Recognition.

Sam Sattarzadeh, Mahesh Sudhakar, Konstantinos N. Plataniotis

Proceedings of the IEEE/CVF International Conference on Computer Vision Workshops, 2021

Ada-Sise: Adaptive Semantic Input Sampling for Efficient Explanation of Convolutional Neural Networks.

Mahesh Sudhakar, Sam Sattarzadeh, Konstantinos N. Plataniotis, Jongseong Jang, Yeonjeong Jeong, Hyunwoo Kim

Proceedings of the IEEE International Conference on Acoustics, 2021

Integrated Grad-Cam: Sensitivity-Aware Visual Explanation of Deep Convolutional Networks Via Integrated Gradient-Based Scoring.

Sam Sattarzadeh, Mahesh Sudhakar, Konstantinos N. Plataniotis, Jongseong Jang, Yeonjeong Jeong, Hyunwoo Kim

Proceedings of the IEEE International Conference on Acoustics, 2021

Explaining Convolutional Neural Networks through Attribution-Based Input Sampling and Block-Wise Feature Aggregation.

Sam Sattarzadeh, Mahesh Sudhakar, Anthony Lem, Shervin Mehryar, Konstantinos N. Plataniotis, Jongseong Jang, Hyunwoo Kim, Yeonjeong Jeong, Sangmin Lee, Kyunghoon Bae

Proceedings of the Thirty-Fifth AAAI Conference on Artificial Intelligence, 2021

2020

An Image Dataset of Vehicles Front Views and Parts for Vehicle Detection, Localization and Alignment Applications.

Peyman Rostami, Ali Taimori, Sam Sattarzadeh, Hatef Otroshi-Shahreza, Farokh Marvasti

Proceedings of the 10th International Symposium on Telecommunications, 2020