no code implementations • 15 Sep 2022 • Lipichanda Goswami, Manoj Deka, Mohendra Roy
First, the development of AI in the critical areas of ME, such as in material processing, the study of structure and material property, and measuring the performance of materials in various aspects, is discussed.
no code implementations • 28 Jul 2022 • Pallabi Saikia, Dhwani Dholaria, Priyanka Yadav, Vaidehi Patel, Mohendra Roy
In most cases, Convolutional Neural Network(CNN) based discriminators are being used for detecting such synthesized media.
no code implementations • 27 Jul 2022 • Pallabi Saikia, Kshitij Gundale, Ankit Jain, Dev Jadeja, Harvi Patel, Mohendra Roy
This paper has analyzed the social context of fake news detection with a hybrid graph neural network based approach.
1 code implementation • 2 Mar 2022 • Rajkumar Vaghashiya, Sanghoon Shin, Varun Chauhan, Kaushal Kapadiya, Smit Sanghavi, Sungkyu Seo, Mohendra Roy
The developed auto characterization algorithm so far for this custom-developed LSIT cytometer was based on the hand-crafted features of the cell diffraction patterns from the LSIT cytometer, that were determined from our empirical findings on thousands of samples of individual cell types, which limit the system in terms of induction of a new cell type for auto classification or characterization.
no code implementations • 19 Jan 2022 • Mohendra Roy
The use of AI in material engineering is becoming more viable as the number of material data such as X-Ray diffraction, various spectroscopy, and microscope data grows.
no code implementations • 26 Jan 2021 • Snehal Rajput, Rupal Agravat, Mohendra Roy, Mehul S Raval
We hypothesize that the radiomics shape features have the highest correlation with survival prediction.
no code implementations • 21 Aug 2020 • Bapi Kar, Pradeep Kumar Gopalakrishnan, Sumon Kumar Bose, Mohendra Roy, Arindam Basu
An additional 42% energy saving can be achieved when a lighter version of OPIUM method is used for training with the same number of data samples lead to no significant compromise on the quality of inference.
no code implementations • 4 Dec 2019 • Sumon Kumar Bose, Bapi Kar, Mohendra Roy, Pradeep Kumar Gopalakrishnan, Zhang Lei, Aakash Patil, Arindam Basu
However, on the detection of anomalies, the complexity of the network and computing precision are adaptively increased for accurate predictions.
no code implementations • 19 Oct 2018 • Mohendra Roy, Sumon Kumar Bose, Bapi Kar, Pradeep Kumar Gopalakrishnan, Arindam Basu
Most of these are handcrafted features, where these are manually obtained based on the nature of the raw data.