Sathyanarayanan N. Aakur
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Explainable and interpretable models in computer vision and machine learning
HJ Escalante, S Escalera, I Guyon, X Baró, Y Güçlütürk, U Güçlü, ...
Springer International Publishing, 2018
Machine learning based iot edge node security attack and countermeasures
V Laguduva, SA Islam, S Aakur, S Katkoori, R Karam
2019 IEEE Computer Society Annual Symposium on VLSI (ISVLSI), 670-675, 2019
A perceptual prediction framework for self supervised event segmentation
SN Aakur, S Sarkar
Proceedings of the IEEE Conference on Computer Vision and Pattern …, 2019
Towards a knowledge-based approach for generating video descriptions
S Aakur, FDM de Souza, S Sarkar
2017 14th Conference on Computer and Robot Vision (CRV), 24-31, 2017
Latent Space Modeling for Cloning Encrypted PUF-Based Authentication
VL Ramnath, SN Aakur, S Katkoori
IFIP International Internet of Things Conference, 142-158, 2019
Fine-grained action detection in untrimmed surveillance videos
S Aakur, D Sawyer, S Sarkar
2019 IEEE Winter Applications of Computer Vision Workshops (WACVW), 38-40, 2019
Using semantic relationships among objects for geospatial land use classification
G Rotich, S Aakur, R Minetto, MP Segundo, S Sarkar
2018 IEEE Applied Imagery Pattern Recognition Workshop (AIPR), 1-7, 2018
Generating open world descriptions of video using common sense knowledge in a pattern theory framework
S Aakur, F de Souza, S Sarkar
Quarterly of Applied Mathematics 77 (2), 323-356, 2019
Action Localization through Continual Predictive Learning
SN Aakur, S Sarkar
arXiv preprint arXiv:2003.12185, 2020
Unsupervised Gaze Prediction in Egocentric Videos by Energy-based Surprise Modeling
SN Aakur, A Bagavathi
arXiv preprint arXiv:2001.11580, 2020
Dissecting Convolutional Neural Networks for Efficient Implementation on Constrained Platforms
VR Laguduva, S Mahmud, SN Aakur, R Karam, S Katkoori
2020 33rd International Conference on VLSI Design and 2020 19th …, 2020
Abductive Reasoning as Self-Supervision for Common Sense Question Answering
SN Aakur, S Sarkar
arXiv preprint arXiv:1909.03099, 2019
An Inherently Explainable Model for Video Activity Interpretation
S Aakur, F de Souza, S Sarkar
Workshops at the Thirty-Second AAAI Conference on Artificial Intelligence, 2018
Knowledge Guided Learning: Towards Open Domain Egocentric Action Recognition with Zero Supervision
SN Aakur, S Kundu, N Gunti
arXiv preprint arXiv:2009.07470, 2020
Genome Sequence Classification for Animal Diagnostics with Graph Representations and Deep Neural Networks
S Narayanan, A Ramachandran, SN Aakur, A Bagavathi
arXiv preprint arXiv:2007.12791, 2020
Beyond Labels and Captions: Contextualizing Grounded Semantics for Explainable Visual Interpretation
SN Aakur
University of South Florida, 2019
On the Inherent Explainability of Pattern Theory-based Video Event Interpretations
SN Aakur, FDM de Souza, S Sarkar
Explainable and Interpretable Models in Computer Vision and Machine Learning …, 2018
Fine-grained Action Detection in Long Surveillance Videos.
SN Aakur, D Sawyer, M Balazia, S Sarkar
Going Deeper with Semantics: Video Activity Interpretation using Semantic Contextualization
SN Aakur, FDM de Souza, S Sarkar
arXiv preprint arXiv:1708.03725, 2017
An Examination of Proposal-based Approaches to Fine-grained Activity Detection in Untrimmed Surveillance Videos
S Aakur, D Sawyer, M Balazia, S Sarkar
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