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Skillful Twelve Hour Precipitation Forecasts using Large Context Neural Networks


Nov 14, 2021
Lasse Espeholt, Shreya Agrawal, Casper Sønderby, Manoj Kumar, Jonathan Heek, Carla Bromberg, Cenk Gazen, Jason Hickey, Aaron Bell, Nal Kalchbrenner

* 34 pages 

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Colorization Transformer


Mar 07, 2021
Manoj Kumar, Dirk Weissenborn, Nal Kalchbrenner

* ICLR 2021 Camera Ready. See https://openreview.net/forum?id=5NA1PinlGFu for more details 

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ProtoDA: Efficient Transfer Learning for Few-Shot Intent Classification


Jan 28, 2021
Manoj Kumar, Varun Kumar, Hadrien Glaude, Cyprien delichy, Aman Alok, Rahul Gupta

* Accepted at IEEE Spoken Language Technology Workshop 2021 

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Auto-Tuning Spectral Clustering for Speaker Diarization Using Normalized Maximum Eigengap


Mar 05, 2020
Tae Jin Park, Kyu J. Han, Manoj Kumar, Shrikanth Narayanan

* T. J. Park, K. J. Han, M. Kumar and S. Narayanan, "Auto-Tuning Spectral Clustering for Speaker Diarization Using Normalized Maximum Eigengap," in IEEE Signal Processing Letters, 2020 

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Learning Domain Invariant Representations for Child-Adult Classification from Speech


Oct 25, 2019
Rimita Lahiri, Manoj Kumar, Somer Bishop, Shrikanth Narayanan

* Submitted to ICASSP 2020 

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VideoFlow: A Flow-Based Generative Model for Video


Mar 04, 2019
Manoj Kumar, Mohammad Babaeizadeh, Dumitru Erhan, Chelsea Finn, Sergey Levine, Laurent Dinh, Durk Kingma


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Measuring Conversational Productivity in Child Forensic Interviews


Jun 08, 2018
Victor Ardulov, Manoj Kumar, Shanna Williams, Thomas Lyon, Shrikanth Narayanan


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Parallel Architecture and Hyperparameter Search via Successive Halving and Classification


May 25, 2018
Manoj Kumar, George E. Dahl, Vijay Vasudevan, Mohammad Norouzi


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Enabling Massive Deep Neural Networks with the GraphBLAS


Aug 09, 2017
Jeremy Kepner, Manoj Kumar, José Moreira, Pratap Pattnaik, Mauricio Serrano, Henry Tufo

* 10 pages, 7 figures, to appear in the 2017 IEEE High Performance Extreme Computing (HPEC) conference 

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A New Approach of Improving CFA Image for Digital Camera's


Apr 24, 2012
Manoj Kumar, Vikas Kaushik, Pradeep Singla

* Proceedings of ETEIC-2012:pp 256-259, April-2012 
* 4 Pages, 6 Figures 

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