Search Results for author: Amit Sahu

Found 4 papers, 1 papers with code

Application of the Neural Network Dependability Kit in Real-World Environments

no code implementations14 Dec 2020 Amit Sahu, Noelia Vállez, Rosana Rodríguez-Bobada, Mohamad Alhaddad, Omar Moured, Georg Neugschwandtner

The case studies demonstrate the usage of the dependability kit to obtain insights about the NN model and how they informed the development process of the neural network model.

General Classification Image Classification +1

Subword Semantic Hashing for Intent Classification on Small Datasets

3 code implementations16 Oct 2018 Kumar Shridhar, Ayushman Dash, Amit Sahu, Gustav Grund Pihlgren, Pedro Alonso, Vinaychandran Pondenkandath, Gyorgy Kovacs, Foteini Simistira, Marcus Liwicki

In this paper, we introduce the use of Semantic Hashing as embedding for the task of Intent Classification and achieve state-of-the-art performance on three frequently used benchmarks.

Chatbot General Classification +4

Survey of reasoning using Neural networks

no code implementations14 Feb 2017 Amit Sahu

Neural networks are able to process tasks like image recognition (better than humans) but in memory aspects are still limited (by attention mechanism, size).

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