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

Jun, 2021

CInC Flow: Characterizable Invertible 3x3 Convolution

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

arXiv pdf poster code

machine-learning computer-vision

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

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)

pdf

model-compression computer-vision semantic-segmentation 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

Oct, 2018

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

arXiv slides poster code dataset video

autonomous-navigation semantic-segmentation computer-vision

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

Jun, 2017

Compressing Models for Recognizing Places

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

pdf slides poster

model-compression computer-vision image-retrieval

computer-vision

Publications