2 papers
cs.LG2023
On Characterizing the Evolution of Embedding Space of Neural Networks using Algebraic Topology
Suryaka Suresh, Bishshoy Das, Vinayak Abrol +1
We study how the topology of feature embedding space changes as it passes through the layers of a well-trained deep neural network (DNN) through Betti numbers. Motivated by existin…
cs.IR2016
Extraction of Layout Entities and Sub-layout Query-based Retrieval of Document Images
Anukriti Bansal, Sumantra Dutta Roy, Gaurav Harit
Layouts and sub-layouts constitute an important clue while searching a document on the basis of its structure, or when textual content is unknown/irrelevant. A sub-layout specifies…