PhD Thesis: Exploring the role of (self-) attention in cognitive and computer vision architecture
M Vaishnav - arXiv preprint arXiv:2306.14650, 2023 - arxiv.org
We investigate the role of attention and memory in complex reasoning tasks. We analyze
Transformer-based self-attention as a model and extend it with memory. By studying a …
Transformer-based self-attention as a model and extend it with memory. By studying a …
Convolution Driven Vision Transformer for the Prediction of Mild Cognitive Impairment to Alzheimer's disease Progression
Alzheimer's disease (AD) poses a significant challenge to global health, affecting over 50
million individuals worldwide with no current cure. Early identification and treatment are vital …
million individuals worldwide with no current cure. Early identification and treatment are vital …
Automated Analysis of the Vienna” Naturhistorisches Museum” Herbarium Collection
M Kadic - 2025 - repositum.tuwien.at
Herbaria are collections of preserved plant specimens, accompanied by metadata such as
species classification, collection location, and collector information. This thesis applies deep …
species classification, collection location, and collector information. This thesis applies deep …
Exploring the role of (self-) attention in cognitive and computer vision architecture
M Vaishnav - 2023 - theses.hal.science
A fundamental mechanism of cognition needed to perform complex reasoning tasks is the
ability to selectively process information (attention) and retain information in an accessible …
ability to selectively process information (attention) and retain information in an accessible …