1 citations · 1 across the 4 of their papers we have counts for
4 papers
Disturbing Image Detection Using LMM-Elicited Emotion Embeddings
Maria Tzelepi, Vasileios Mezaris
In this paper we deal with the task of Disturbing Image Detection (DID), exploiting knowledge encoded in Large Multimodal Models (LMMs). Specifically, we propose to exploit LMM kno…
Online Anchor-based Training for Image Classification Tasks
Maria Tzelepi, Vasileios Mezaris
In this paper, we aim to improve the performance of a deep learning model towards image classification tasks, proposing a novel anchor-based training methodology, named \textit{Onl…
Exploiting LMM-based knowledge for image classification tasks
Maria Tzelepi, Vasileios Mezaris
In this paper we address image classification tasks leveraging knowledge encoded in Large Multimodal Models (LMMs). More specifically, we use the MiniGPT-4 model to extract semanti…
Leveraging Deep Learning and Online Source Sentiment for Financial Portfolio Management
Paraskevi Nousi, Loukia Avramelou, Georgios Rodinos +10
Financial portfolio management describes the task of distributing funds and conducting trading operations on a set of financial assets, such as stocks, index funds, foreign exchang…