Harsh Nilesh Pathak

Publication Activity (10 Years)

Years Active: 2018-2024
Publications (10 Years): 8

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Publications

Quincy Hershey, Randy C. Paffenroth, Harsh Nilesh Pathak, Simon Tavener
Rethinking the Relationship between Recurrent and Non-Recurrent Neural Networks: A Study in Sparsity. CoRR (2024)
Maria Barger, Randy C. Paffenroth, Harsh Nilesh Pathak
Conditioned Cycles in Sparse Data Domains: Applications to Electromagnetics. ICMLA (2023)
Quincy Hershey, Randy C. Paffenroth, Harsh Nilesh Pathak
Exploring Neural Network Structure through Sparse Recurrent Neural Networks: A Recasting and Distillation of Neural Network Hyperparameters. ICMLA (2023)
Harsh Nilesh Pathak, Randy C. Paffenroth, Quincy Hershey
Sequentia12D: Organizing Center of Skip Connections for Transformers. ICMLA (2023)
Ramji Chandrasekaran, Harsh Nilesh Pathak, Tae Yano
Deep Neural Query Understanding System at Expedia Group. IEEE BigData (2020)
Harsh Nilesh Pathak, Randy C. Paffenroth
Parameter Continuation Methods for the Optimization of Deep Neural Networks. ICMLA (2019)
Harsh Nilesh Pathak, Xinxin Li, Shervin Minaee, Brooke Cowan
Efficient Super Resolution for Large-Scale Images Using Attentional GAN. IEEE BigData (2018)
Harsh Nilesh Pathak, Xinxin Li, Shervin Minaee, Brooke Cowan
Efficient Super Resolution For Large-Scale Images Using Attentional GAN. CoRR (2018)