1 code implementation • 20 Mar 2023 • Trenton Bricken, Xander Davies, Deepak Singh, Dmitry Krotov, Gabriel Kreiman
Continual learning is a problem for artificial neural networks that their biological counterparts are adept at solving.
1 code implementation • 15 Aug 2021 • Deepak Singh, Matias Valdenegro-Toro
This paper presents a novel dataset for marine debris segmentation collected using a Forward Looking Sonar (FLS).
no code implementations • 10 Apr 2021 • Vinay Verma, Deepak Singh, Nitin Khanna
A set of extensive experiments shows that the proposed system trained on a single dataset generalizes well on other datasets compressed with completely unseen quantization matrices and outperforms the state-of-the-art methods in both seen and unseen quantization matrices scenarios.
no code implementations • 16 Apr 2020 • Deepak Singh, Dilip Singh Sisodia, Pradeep Singh
Biomedical data is filled with continuous real values; these values in the feature set tend to create problems like underfitting, the curse of dimensionality and increase in misclassification rate because of higher variance.