Mahesh Sudhakar

According to our database, Mahesh Sudhakar authored at least 4 papers in 2021.

Collaborative distances:

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

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