machine-learning

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

ml-for-agriculture computer-vision deep-learning machine-learning
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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

arXiv pdf poster code
machine-learning computer-vision
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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

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

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

pdf
ml-for-opthalmology deep-learning machine-learning
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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)

pdf
model-compression computer-vision semantic-segmentation machine-learning
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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

pdf poster code
model-compression computer-vision deep-learning machine-learning
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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
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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

arXiv poster code
model-compression computer-vision deep-learning machine-learning
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