Search Results for author: Ankitesh Gupta

Found 2 papers, 1 papers with code

Climate-Invariant Machine Learning

1 code implementation14 Dec 2021 Tom Beucler, Michael Pritchard, Janni Yuval, Ankitesh Gupta, Liran Peng, Stephan Rasp, Fiaz Ahmed, Paul A. O'Gorman, J. David Neelin, Nicholas J. Lutsko, Pierre Gentine

Data-driven algorithms, in particular neural networks, can emulate the effects of unresolved processes in coarse-resolution climate models when trained on high-resolution simulation data; however, they often make large generalization errors when evaluated in conditions they were not trained on.

Lip Reading Using Convolutional Auto Encoders as Feature Extractor

no code implementations31 May 2018 Dharin Parekh, Ankitesh Gupta, Shharrnam Chhatpar, Anmol Yash Kumar, Manasi Kulkarni

On BBC's LRW the proposed model performed better than the baseline model of convolutional neural networks and Long short-term memory model (Garg et al., 2016).

Classification General Classification +1

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