Neural Networks

people

Sruthikeerthi Nandita R
Sruthikeerthi Nandita R
Project Associate

Specialization:

Neural Networks, Natural Language Processing", Knowledge Graphs."
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publications

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Active and Transfer Learning of High-Dimensional Neural Network Potentials for Transition Metals

Bilvin Varughese, Sukriti Manna, Troy D. Loeffler, Rohit Batra, Mathew J. Cherukara, Subramanian K. R. S. Sankaranarayanan,

ACS Applied Materials & Interfaces 2024 16 (16), 20681-20692

https://doi.org/10.1021/acsami.3c15399
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Single Shot Corrective CNN for Anatomically Correct 3D Hand Pose Estimation

Joseph H. Isaac, Manivannan Muniyandi, Balaraman Ravindran,

Frontiers in Artificial Intelligence - Machine Learning and Artificial Intelligence

https://doi.org/10.3389/frvir.2021.663618
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Distributed learning machines for solving forward and inverse problems in partial differential equations.

Vikas Dwivedi, Nishant Parashar, Balaji Srinivasan,

Neurocomputing

https://doi.org/10.1016/j.neucom.2020.09.006
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ElimiNet: A Model for Eliminating Options for Reading Comprehension with Multiple Choice Questions

Soham Parikh, Ananya Sai, Preksha Nema, Mitesh M Khapra,

Proceedings of the Twenty-Seventh International Joint Conference on Artificial Intelligence

https://arxiv.org/abs/1904.02651
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Correlational neural networks

Sarath Chandar, Mitesh M Khapra, Hugo Larochelle, B Ravindran,

Neural computation

https://doi.org/10.1162/neco_a_00801
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Bridge correlational neural networks for multilingual multimodal representation learning

Janarthanan Rajendran, Mitesh M Khapra, Sarath Chandar, B Ravindran,

Neural Computation

http://dx.doi.org/10.18653/v1/N16-1021

research

Attention Mechanisms in Deep Neural Networks
Attention Mechanisms in Deep Neural Networks
neural networks reinforcement learning