Publications
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
CInC Flow: Characterizable Invertible 3x3 Convolution
Sandeep Nagar, Marius Dufraisse, Girish Varma
4th Workshop on Tractable Probabilistic Modeling, (UAI) 2021
Ramanujan Bipartite Graph Products for Efficient Block Sparse Neural Networks
Dharma Teja Vooturi, Girish Varma, Kishore Kothapalli
Concurrency & Computation: Practice & Experience, 2021
Generalized Parametric Path Problems
Prerona Chatterjee, Kshitij Gajjar, Jaikumar Radhakrishnan, Girish Varma
37th Conference on Uncertainty in Artificial Intelligence (UAI) 2021
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
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
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)
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
Universal Semi-supervised Semantic Segmentation
Tarun Kalluri, Girish Varma, Manmohan Chandraker, C V Jawahar
International Conference on Computer Vision
IDD: A Dataset for exploring problems in Autonomous Navigation in Unconstrained Environments
Girish Varma, Anbumani Subramanian, Anoop Namboodiri, Manmohan Chandraker, C V Jawahar
IEEE Winter Conference on Applications of Computer Vision
Deep Expander Networks: Efficient Deep Networks from Graph Theory
Ameya Prabhu, Girish Varma, Anoop Namboodiri
Oral Presentation
European Conference on Computer Vision
Improved Visual Relocalization by Discovering Anchor Points
Soham Saha, Girish Varma, C V Jawahar
Spotlight Presentation
British Machine Vision Conference
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
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
Class2Str: End to End Latent Hierarchy Learning
Soham Saha, Girish Varma, C V Jawahar
International Conference on Pattern Recognision
Compressing Models for Recognizing Places
Soham Saha, Girish Varma, CV Jawahar
Spotlight Oral Presentation
In Asian Conference on Pattern Recognision ACPR
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.
A Characterization of Hard-to-cover CSPs
Amey Bhangale, Prahladh Harsha, Girish Varma
Theory of Computing Journal (ToC)
Computational Complexity Conference (CCC)
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)
On Fortification of Projection Games
Amey Bhangale, Ramprasad Saptharishi, Girish Varma, Rakesh Venkat
Randomization and Computation (RANDOM'15)
Reducing uniformity in Khot-Saket hypergraph coloring hardness reductions
Girish Varma
Chicago J. Theor. Comp. Sci.
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)
Playing games in an uncertain world
Manoj Gopalkrishnan, Girish Varma
arXiv.
Physarum Can Compute Shortest Paths
Vincenzo Bonifaci, Kurt Mehlhorn, Girish Varma
Journal of Theoretical Biology
Symp. of Discrete Algorithms
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)