machine-learning
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
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CInC Flow: Characterizable Invertible 3x3 Convolution
Sandeep Nagar, Marius Dufraisse, Girish Varma
4th Workshop on Tractable Probabilistic Modeling, (UAI) 2021
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Ramanujan Bipartite Graph Products for Efficient Block Sparse Neural Networks
Dharma Teja Vooturi, Girish Varma, Kishore Kothapalli
Concurrency & Computation: Practice & Experience, 2021
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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
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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
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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)
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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
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Universal Semi-supervised Semantic Segmentation
Tarun Kalluri, Girish Varma, Manmohan Chandraker, C V Jawahar
International Conference on Computer Vision
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Class2Str: End to End Latent Hierarchy Learning
Soham Saha, Girish Varma, C V Jawahar
International Conference on Pattern Recognision
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