IJECRT: Volume 7, Issue 1, June 2022

Title of the Paper: Addressing Limitations of Slot Attention using a Multi scale Hierarchical Approach
Authors: Lingala Thirupathi, L K Suresh Kumardownload

At present slot attention is rapidly growing area for the limitations of the addressing. The
addressing is a concept of identification in any area of domain like, Machine learning, Artificial
intelligence, Internet of Things, Computer networks and information security. The main aim is to solve two
prominent issues relating to inability of prior work to resolve complex textures, and issues on its
dependency on inputs. To validate our hypothesis, we ran experiments on two synthetic datasets, with one
being textured and more complex. We show favorable results that support our hypothesis using the multi
scale hierarchical approaches.

KeywordsSlot attention, multi scale, hierarchical, CLEVRTex

IJECRT- International Journal of Engineering Computational Research and Technology , ISSN (Online): 2456-9852, Volume 7, Issue 1, June 2022, Art. #1, pp. 1-5