Girish Varma

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

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

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

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

model-compression

Publications

Ramanujan Bipartite Graph Products for Efficient Block Sparse Neural Networks

Semantic Segmentation Datasets for Resource Constrained Training

Dynamic Block Sparse Reparametarization of Convolutional Neural Networks

Deep Expander Networks: Efficient Deep Networks from Graph Theory

Efficient Semantic Segmentation using Gradual Grouping

Class2Str: End to End Latent Hierarchy Learning

Compressing Models for Recognizing Places