Girish Varma

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

Apr, 2021

Ramanujan Bipartite Graph Products for Efficient Block Sparse Neural Networks

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

arXiv pdf

model-compression computer-vision deep-learning machine-learning

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

pdf

ml-for-science generative-models deep-learning machine-learning

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

pdf

ml-for-opthalmology deep-learning machine-learning

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

pdf poster code

model-compression computer-vision deep-learning machine-learning

Nov, 2018

Universal Semi-supervised Semantic Segmentation

Tarun Kalluri, Girish Varma, Manmohan Chandraker, C V Jawahar
International Conference on Computer Vision

arXiv pdf slides poster code

autonomous-navigation semantic-segmentation computer-vision deep-learning machine-learning

Jul, 2018

Deep Expander Networks: Efficient Deep Networks from Graph Theory

Ameya Prabhu, Girish Varma, Anoop Namboodiri
Oral Presentation
European Conference on Computer Vision

arXiv slides poster code video

model-compression computer-vision deep-learning

Jul, 2018

Improved Visual Relocalization by Discovering Anchor Points

Soham Saha, Girish Varma, C V Jawahar
Spotlight Presentation
British Machine Vision Conference

arXiv pdf slides poster code

autonomous-navigation localization computer-vision deep-learning

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

arXiv slides poster code dataset video

transportation semantic-segmentation deep-learning computer-vision

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

pdf slides poster code

model-compression autonomous-navigation semantic-segmentation computer-vision deep-learning

Mar, 2018

Class2Str: End to End Latent Hierarchy Learning

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

arXiv poster code

model-compression computer-vision deep-learning machine-learning

deep-learning

Publications