Search Results for author: Sumanta Chaudhuri

Found 2 papers, 1 papers with code

Find the Lady: Permutation and Re-Synchronization of Deep Neural Networks

1 code implementation • 19 Dec 2023 • Carl De Sousa Trias, Mihai Petru Mitrea, Attilio Fiandrotti, Marco Cagnazzo, Sumanta Chaudhuri, Enzo Tartaglione

We advance a method to re-synchronize the order of permuted neurons.

Quantization

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MinConvNets: A new class of multiplication-less Neural Networks

no code implementations • 23 Jan 2021 • Xuecan Yang, Sumanta Chaudhuri, Laurence Likforman, Lirida Naviner

We show that it is possible to replace multipliers by minimum operations in the forward propagation under certain constraints, i. e. given similar mean and variances of the feature and the weight vectors.

Image Classification Transfer Learning

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