no code implementations • 11 Jul 2023 • Pramit Bhattacharyya, Joydeep Mondal, Subhadip Maji, Arnab Bhattacharya
We also demonstrate the efficacy of Vacaspati as a corpus by showing that similar models built from other corpora are not as effective.
1 code implementation • 24 Jun 2021 • Subhadip Maji, Swapna Sourav Rout, Sudeep Choudhary
In this paper, we introduce DCoM, a collection of multi-input NLP-based deep neural networks to detect semantic data types where instead of extracting large number of features from the data, we feed the raw values of columns (or instances) to the model as texts.
Ranked #1 on Semanticity prediction on VizNet
no code implementations • 3 Nov 2020 • Indranil Basu, Subhadip Maji
We have addressed this problem also by extending the correlation adjustment for one feature to multiple features in the said combination for which Shapley values are determined.
no code implementations • 5 Aug 2020 • Subhadip Maji, Anudeep Srivatsav Appe, Raghav Bali, Veera Raghavendra Chikka, Arijit Ghosh Chowdhury, Vamsi M Bhandaru
We also qualitatively asses the impact of important phrases using human evaluators.
no code implementations • 27 Jul 2020 • Subhadip Maji, Raghav Bali, Sree Harsha Ankem, Kishore V Ayyadevara
We push the capabilities of a tree based model and come up with a strong baseline for more sophisticated models.
1 code implementation • 13 Jul 2020 • Subhadip Maji, Arijit Ghosh Chowdhury, Raghav Bali, Vamsi M Bhandaru
Deep Neural Networks in NLP have enabled systems to learn complex non-linear relationships.
no code implementations • 21 Jun 2020 • Subhadip Maji, Smarajit Bose
This paper shows a novel addition to the prior methods to further improve the retrieval accuracy.
no code implementations • 21 Jun 2020 • Subhadip Maji, Smarajit Bose
But the CNN features, being rotation invariant, creates problems to build a rotation-invariant CBIR system.
1 code implementation • 21 Jun 2020 • Subhadip Maji, Smarajit Bose
Estimating and rectifying the orientation angle of any image is a pretty challenging task.
1 code implementation • 13 Feb 2020 • Subhadip Maji, Smarajit Bose
In a Content Based Image Retrieval (CBIR) System, the task is to retrieve similar images from a large database given a query image.