Publications

Aug, 2021

Automated Seed Quality Testing System using GAN & Active Learning

Sandeep Nagar, Prateek Pani, Raj Nair, Girish Varma
9th International Conference on Pattern Recognition and Machine Intelligence 2021

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Jun, 2021

CInC Flow: Characterizable Invertible 3x3 Convolution

Sandeep Nagar, Marius Dufraisse, Girish Varma
4th Workshop on Tractable Probabilistic Modeling, (UAI) 2021

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Apr, 2021

Ramanujan Bipartite Graph Products for Efficient Block Sparse Neural Networks

Dharma Teja Vooturi, Girish Varma, Kishore Kothapalli
Concurrency & Computation: Practice & Experience, 2021

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Feb, 2021

Generalized Parametric Path Problems

Prerona Chatterjee, Kshitij Gajjar, Jaikumar Radhakrishnan, Girish Varma
37th Conference on Uncertainty in Artificial Intelligence (UAI) 2021

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May, 2020

Deep Learning Enabled Inorganic Material Generator

Yashaswi Pathak, Karandeep Singh Juneja, Girish Varma, Masahiro Ehara, U. Deva Priyakumar
Phys. Chem. Chem. Phys., 2020,22, 26935-26943

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May, 2020

Using Artificial Intelligence (AI) to Classify Retinal Developmental Disorders

Helen Kuht, Shuihua Wang, Garima Nishad, Sharon George, Gail Maconachie, Viral Sheth, Zhanhan Tu, Michael Hisaund, Rebecca McLean, Seema Teli, Frank Proudlock, Girish Varma, Yu-Dong Zhang, Irene Gottlob, Mervyn George Thomas
Investigative Ophthalmology & Visual Science

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Oct, 2019

Semantic Segmentation Datasets for Resource Constrained Training

Ashutosh Mishra*, Sudhir Kumar*, Tarun Kalluri*, Girish Varma, Anbumani Subramanian, Manmohan Chandrakar, C V Jawahar
7th National Conference on Computer Vision, Pattern Recognition, Image Processing and Graphics (NCVPRIPG 2019)

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Aug, 2019

Dynamic Block Sparse Reparametarization of Convolutional Neural Networks

Dharma Teja Vooturi, Girish Varma, Kishore Kothapalli
4th International Workshop on Compact and Efficient Feature Representation and Learning in Computer Vision, ICCV 2019

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May, 2018

Cityscale Road Audit System using Deep Learning

Sudhir Kumar Reddy, Girish Varma, C V Jawahar
JTCF Novel Technology paper award Finalist
International Conference on Intelligent Robots

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May, 2018

Efficient Semantic Segmentation using Gradual Grouping

Nikitha Vallurupalli, Sriharsha Annamaneni, Girish Varma, C V Jawahar, Manu Mathew, Soyeb Nagori
Best Runner-Up Award, Oral Presentation
IEEE Embedded Vision Workshop, CVPR'18

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Mar, 2018

Class2Str: End to End Latent Hierarchy Learning

Soham Saha, Girish Varma, C V Jawahar
International Conference on Pattern Recognision

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Jun, 2017

Compressing Models for Recognizing Places

Soham Saha, Girish Varma, CV Jawahar
Spotlight Oral Presentation
In Asian Conference on Pattern Recognision ACPR

Jan, 2016

Hardness of Approximate Coloring

Phd Thesis advised by Prof. Prahlad Harsha
Supported by Google India Phd Fellowship in Algorithms
Tata Institute of Fundamental Research, Mumbai.

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Dec, 2015

A Characterization of Hard-to-cover CSPs

Amey Bhangale, Prahladh Harsha, Girish Varma
Theory of Computing Journal (ToC)
Computational Complexity Conference (CCC)

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Sep, 2015

Super-polylogarithmic hypergraph coloring hardness via low-degree long codes

Venkat Guruswami, Prahladh Harsha, Johan Hastad, Srikanth Srinivasan, Girish Varma
SIAM Journal on Computing (SICOMP)
Sym. of Theory of Computing (STOC)

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Aug, 2015

On Fortification of Projection Games

Amey Bhangale, Ramprasad Saptharishi, Girish Varma, Rakesh Venkat
Randomization and Computation (RANDOM'15)

Feb, 2015

Derandomized Graph Product Results using the Low Degree Long Code

Irit Dinur, Prahladh Harsha, Srikanth Srinivasan, Girish Varma
Symp. on Theor. Aspects of Comp. Sci. (STACS)

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Feb, 2014

Playing games in an uncertain world

Manoj Gopalkrishnan, Girish Varma
arXiv.

Sep, 2012

Physarum Can Compute Shortest Paths

Vincenzo Bonifaci, Kurt Mehlhorn, Girish Varma
Journal of Theoretical Biology
Symp. of Discrete Algorithms

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Apr, 2011

Streaming Algorithms for Language Recognition Problems

Ajesh Babu, Nutan Limaye, Jaikumar Radhakrishnan, Girish Varma
Invited to Theor. Comp. Sci. Journal (TCS)
Theory and App. of Models of Comp., (TAMC)

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Feb, 2010

Conductance and eigenvalue

Girish Varma
arXiv.