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Mahesh Sudhakar
Mahesh Sudhakar
Verified email at mail.utoronto.ca - Homepage
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Integrated grad-cam: Sensitivity-aware visual explanation of deep convolutional networks via integrated gradient-based scoring
S Sattarzadeh, M Sudhakar, KN Plataniotis, J Jang, Y Jeong, H Kim
ICASSP 2021-2021 IEEE International Conference on Acoustics, Speech and …, 2021
512021
Explaining convolutional neural networks through attribution-based input sampling and block-wise feature aggregation
S Sattarzadeh, M Sudhakar, A Lem, S Mehryar, KN Plataniotis, J Jang, ...
Proceedings of the AAAI Conference on Artificial Intelligence 35 (13), 11639 …, 2021
442021
Ada-SISE: adaptive semantic input sampling for efficient explanation of convolutional neural networks
M Sudhakar, S Sattarzadeh, KN Plataniotis, J Jang, Y Jeong, H Kim
ICASSP 2021-2021 IEEE International Conference on Acoustics, Speech and …, 2021
152021
SVEA: a small-scale benchmark for validating the usability of post-hoc explainable AI solutions in image and signal recognition
S Sattarzadeh, M Sudhakar, KN Plataniotis
Proceedings of the IEEE/CVF International Conference on Computer Vision …, 2021
82021
Semantic input sampling for explanation (SISE) of convolutional neural networks
J Jongseong, H Kim, YJ Jeong, S Lee, S Sattarzadeh, M Sudhakar, ...
US Patent 11,809,519, 2023
22023
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