17 citations · 17 across the 2 of their papers we have counts for
2 papers
cs.CV2024
Layer-Specific Optimization: Sensitivity Based Convolution Layers Basis Search
Vasiliy Alekseev, Ilya Lukashevich, Ilia Zharikov +1
Deep neural network models have a complex architecture and are overparameterized. The number of parameters is more than the whole dataset, which is highly resource-consuming. This…
cs.CV2019★ 17 cited
DDI-100: Dataset for Text Detection and Recognition
Ilia Zharikov, Filipp Nikitin, Ilia Vasiliev +1
Nowadays document analysis and recognition remain challenging tasks. However, only a few datasets designed for text detection (TD) and optical character recognition (OCR) problems…