Sathyanarayanan N. Aakur

me
Sathyanarayanan N. Aakur

Assistant Professor
Department of Computer Science
Oklahoma State University

Email: saakurn -at- okstate.edu

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Highlights and News


Fall'21
One paper on using building an active vision system for action localization with embodied agents is accepted at WACV 2022! Congrats to my student Shubham on his first paper!
Fall'21
Book chapter with Ramy Mounir and Dr. Sudeep Sarkar on event understanding to appear in Elsevier Series on Computer Vision and Pattern Recognition!
Fall'21
One paper on using transformers for metagenome analysis accepted at the ICDM 2021 Workshops! Preprint coming soon!
Fall'21
Invited as Associate Editor for IEEE RA-L!
Summer'21
One paper on Leveraging Pseudo-Imaging for Multi-Modal Metagenome Analysis has been accepted at MICCAI 2021!
Spring'21
I will be an Area Chair for CVPR 2022 in New Orleans!!
I will be an Area Chair for ACM Multimedia 2021!
Spring'21
One paper on using Adversarial Co-Training for Sim2Real transfer in Metagenome analysis has been accepted at PAKDD 2021! Congrats Vineela and Vennela! Preprint coming soon!
Fall'20
Invited as reviewer for CVPR 2021, ICML 2021, CRV 2021, ICCV 2021.
Fall'20
One paper on Unsupervised Gaze Prediction in Egocentric Videos with Pattern Theory has been accepted at VISAPP 2021! Initial preprint can be found here.
Fall'20
One paper on Genome Sequence Classification for Animal Diagnostics with Deep Learning accepted at ICMLA 2020! Preprint can be found here!
Fall'20
One paper on Benchmarking Object Detection models on Resource Constrained Domains accepted at AIPR 2020! Congrats Sanjoy and Nikhil! Preprint coming soon!
Fall'20
Organizing the DEEP-DIAL Workshop at AAAI 2021 with Biplav Srivastava, Ullas Nambiar and Imed Zitouni! More details to follow!
Summer'20
Invited as reviewer for ICLR 2021, AAAI 2021.
Summer'20
One paper accepted at ECCV 2020 on Self-supervised Action Localization with Continual Predictive Learning! More details to follow!
Summer'20
Awarded NSF Medium Proposal for Self-Supervised Event Understanding in Streaming Videos! It is a collaborative effort with Dr. Sudeep Sarkar (USF) and Dr. Anuj Srivastava (FSU). More details to follow!

About Me

I am an Assistant Professor of Computer Science at Oklahoma State University.

I received my PhD from University of South Florida, where I worked with Dr. Sudeep Sarkar in the Computer Vision and Pattern Recognition Group and with Dr. Kenneth Malmberg. I received my Master's degree in Management Information Systems from the Muma College of Business at the University of South Florida and my undergraduate degree in Electronics and Communication Engineering from Velammal Engineering College, Anna University, India.

Research

In my research, I’m broadly interested in the intersection of computer vision, natural language processing and psychology: I aim to build intelligent agents that understand the visual world beyond recognition (labels) or captions (sentences) without the need for explicit human supervision through expensive annotations.

This entails developing approaches that do things such as:

Much of my group's current work focuses on analyzing, modeling, and synthesizing complex video scenes and the semantic structure that can describe them. I also work on applying machine learning to other domains such as IoT security and running deep learning algorithms on constrained platforms like FPGA.

Teaching

Group

I lead the Computer Vision and Understanding Lab. Here are the current and past members:

Students

Past Students

Funding

Our research is supported by the following:

Talks