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ACO based Adaptive RBFN Control for Robot Manipulators


Aug 19, 2022
Sheheeda Manakkadu, Sourav Dutta


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Aligned Weight Regularizers for Pruning Pretrained Neural Networks


Apr 05, 2022
James O' Neill, Sourav Dutta, Haytham Assem

* Accepted to ACL Findings 2022 

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Deep Neural Compression Via Concurrent Pruning and Self-Distillation


Sep 30, 2021
James O' Neill, Sourav Dutta, Haytham Assem


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[email protected]: North-Germanic Low-Resource Multilingual NMT


Sep 29, 2021
Svetlana Tchistiakova, Jesujoba Alabi, Koel Dutta Chowdhury, Sourav Dutta, Dana Ruiter

* To be published WMT2021 

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Sequence-to-Sequence Learning on Keywords for Efficient FAQ Retrieval


Aug 23, 2021
Sourav Dutta, Haytham Assem, Edward Burgin

* Published at the IJCAI 2021 Workshop on Applied Semantics Extraction and Analytics (ASEA) 
* 6 pages 

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Data-driven reduced order modeling of environmental hydrodynamics using deep autoencoders and neural ODEs


Jul 06, 2021
Sourav Dutta, Peter Rivera-Casillas, Orie M. Cecil, Matthew W. Farthing, Emma Perracchione, Mario Putti

* 16 pages, 7 figures, To Appear in the proceedings of the IXth International Conference on Computational Methods for Coupled Problems in Science and Engineering (COUPLED PROBLEMS 2021), 14-16 June, 2021. arXiv admin note: substantial text overlap with arXiv:2104.13962 

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Neural Ordinary Differential Equations for Data-Driven Reduced Order Modeling of Environmental Hydrodynamics


Apr 22, 2021
Sourav Dutta, Peter Rivera-Casillas, Matthew W. Farthing

* 10 pages, 6 figures, To Appear in Proceedings of AAAI 2021 Spring Symposium on Combining Artificial Intelligence and Machine Learning with Physics Sciences, March 22-24, 2021 

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Neural Sampling Machine with Stochastic Synapse allows Brain-like Learning and Inference


Feb 20, 2021
Sourav Dutta, Georgios Detorakis, Abhishek Khanna, Benjamin Grisafe, Emre Neftci, Suman Datta


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Unsupervised Word Translation Pairing using Refinement based Point Set Registration


Nov 26, 2020
Silviu Oprea, Sourav Dutta, Haytham Assem


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Predictive Probability Path Planning Model For Dynamic Environments


Jul 29, 2020
Sourav Dutta, Tuan Tran, Banafsheh Rekabdar, Chinwe Ekenna


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