AbbavaramGowthamReddy

Abbavaram Gowtham Reddy

I am a Ph.D. Student under the guidance of Dr. Vineeth N Balasubramanian at Indian Institute of Technology, Hyderabad (IITH).
I Love Math, AI. I am a space science enthusiast.
Research Interests: Explainable AI, Causality, NeuroSymbolic AI.
My goal is to develop General AI system.

Abbavaram Gowtham Reddy, Sai Srinivas Kancheti, Vineeth N Balasubramanian, Amit Sharma, Matching Learned Causal Effects of Neural Networks with Domain Priors, ICML 2022.
Abbavaram Gowtham Reddy, Benin Godfrey L, Vineeth N Balasubramanian, On Causally Disentangled Representations, AAAI 2022.
(Best Paper Award) Abbavaram Gowtham Reddy, Benin Godfrey L, Vineeth N Balasubramanian, CANDLE: An Image Dataset for Causal Analysis in Disentangled Representations, Workshop on Causality in Vision, IEEE/CVF Conference on Computer Vision and Pattern Recognition (CVPR 2021), June 2021. [pdf][video][poster][best paper announcement][magazine article]
Abbavaram Gowtham Reddy. 2021. Causality in Neural Networks - An Extended Abstract. In Proceedings of the 2021 AAAI/ACM Conference on AI, Ethics, and Society (AIES 2021). Association for Computing Machinery, New York, NY, USA, 271-272. DOI: https://doi.org/10.1145/3461702.3462467

Reviewer of conferences: ICML 2022, CVPR 2022, WACV 2022, ACML 2021
Sub reviewer of conferences: ICML 2022, ICLR 2022, NeurIPS 2021, CVPR 2021, NeurIPS 2020, ECCV 2020, BMVC 2020

Mathematical Foundations of Machine Learning at BVRIT, Hyderabad as part of PMRF teaching activities during Jan 2022 - May 2022 [certificate]
Mathematical Foundations of Machine Learning at PSG College of Technology, Coimbatore as part of PMRF teaching activities during Sep 2021 - Nov 2021 [certificate]
Worked as Teaching Assistant (TA) for the course "Deep Learning for Computer Vision" offered by Dr. Vineeth N Balasubramanian as part of the National Programme on Technology Enhanced Learning (NPTEL) during July2020-Nov 2021 [certificate].
Basics of Computer Science in SV College of Engineering, Tirupati as part of PMRF teaching activities during Dec2020-May2021
Worked as Teaching Assistant (TA) for the course "Causal Inference and Learning" offered by Dr. Vineeth N Balasubramanian at IIT Hyderabad during Jan2021 - May 2021
Worked as Teaching Assistant (TA) for the course "Deep Learning for Computer Vision" offered by Dr. Vineeth N Balasubramanian as part of the National Programme on Technology Enhanced Learning (NPTEL) during Sep2020-Dec 2020 [certificate].

Received Prime Minister's Research Fellowship (PMRF) - 01/09/2020 to present.
Qualified for Junior Research Fellowship (JRF) 2 times (2015 June, 2016 June) and Assistant Professorship 3 times (2013 Dec, 2014 June, 2014 Dec) in National Eligibility Test (UGC-NET) conducted by University Grants Commission India.
Graduate Aptitude Test in Engineering (GATE) - 2012 - All India Rank-1543

Ph.D. - 2019-Present - IIT Hyderabad - 9.38/10
M.Tech - 2013-2015 - School of IT, JNTU Hyderabad - 77.88%
B.Tech - 2008-2012 - Sree Vidyanikethan College of Engineering, Tirupati. - 73.20%

Mobile: +91 9491 450 454

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