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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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Large-Scale Neuromorphic Spiking Array Processors: A quest to mimic the brain

May 23, 2018
Chetan Singh Thakur, Jamal Molin, Gert Cauwenberghs, Giacomo Indiveri, Kundan Kumar, Ning Qiao, Johannes Schemmel, Runchun Wang, Elisabetta Chicca, Jennifer Olson Hasler, Jae-sun Seo, Shimeng Yu, Yu Cao, André van Schaik, Ralph Etienne-Cummings


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ObamaNet: Photo-realistic lip-sync from text

Dec 06, 2017
Rithesh Kumar, Jose Sotelo, Kundan Kumar, Alexandre de Brebisson, Yoshua Bengio


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SampleRNN: An Unconditional End-to-End Neural Audio Generation Model

Feb 11, 2017
Soroush Mehri, Kundan Kumar, Ishaan Gulrajani, Rithesh Kumar, Shubham Jain, Jose Sotelo, Aaron Courville, Yoshua Bengio

* Published as a conference paper at ICLR 2017 

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On Random Weights for Texture Generation in One Layer Neural Networks

Dec 19, 2016
Mihir Mongia, Kundan Kumar, Akram Erraqabi, Yoshua Bengio

* ICASSP 2017 

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PixelVAE: A Latent Variable Model for Natural Images

Nov 15, 2016
Ishaan Gulrajani, Kundan Kumar, Faruk Ahmed, Adrien Ali Taiga, Francesco Visin, David Vazquez, Aaron Courville


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