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Parametric Scaling of Preprocessing assisted U-net Architecture for Improvised Retinal Vessel Segmentation


Mar 18, 2022
Kundan Kumar, Sumanshu Agarwal

* 10 pages, 5 figures, ICAIHC-2022 

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Application of Top-hat Transformation for Enhanced Blood Vessel Extraction


Mar 18, 2022
Tithi Parna Das, Sheetal Praharaj, Sarita Swain, Sumanshu Agarwal, Kundan Kumar

* 9 pages, 3 figures, ICAIHC-2022 

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Pattern Based Multivariable Regression using Deep Learning (PBMR-DP)


Mar 09, 2022
Jiztom Kavalakkatt Francis, Chandan Kumar, Jansel Herrera-Gerena, Kundan Kumar, Matthew J Darr

* 7 pages, 5 figures, 3 tables 

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Wav2CLIP: Learning Robust Audio Representations From CLIP


Oct 21, 2021
Ho-Hsiang Wu, Prem Seetharaman, Kundan Kumar, Juan Pablo Bello

* Submitted to ICASSP 2022 

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Chunked Autoregressive GAN for Conditional Waveform Synthesis


Oct 19, 2021
Max Morrison, Rithesh Kumar, Kundan Kumar, Prem Seetharaman, Aaron Courville, Yoshua Bengio

* Under review as a conference paper at ICLR 2022 

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NU-GAN: High resolution neural upsampling with GAN


Oct 22, 2020
Rithesh Kumar, Kundan Kumar, Vicki Anand, Yoshua Bengio, Aaron Courville


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MelGAN: Generative Adversarial Networks for Conditional Waveform Synthesis


Oct 28, 2019
Kundan Kumar, Rithesh Kumar, Thibault de Boissiere, Lucas Gestin, Wei Zhen Teoh, Jose Sotelo, Alexandre de Brebisson, Yoshua Bengio, Aaron Courville


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Blood Vessel Detection using Modified Multiscale MF-FDOG Filters for Diabetic Retinopathy


Oct 26, 2019
Debojyoti Mallick, Kundan Kumar, Sumanshu Agarwal

* 5 Pages, 7 Figures, ICAML2019 

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Automated retinal vessel segmentation based on morphological preprocessing and 2D-Gabor wavelets


Aug 12, 2019
Kundan Kumar, Debashisa Samal, Suraj

* 12 pages, 5 figures, conference 

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