Search Results for author: Mirela Popa

Found 4 papers, 1 papers with code

Navigating WebAI: Training Agents to Complete Web Tasks with Large Language Models and Reinforcement Learning

no code implementations1 May 2024 Lucas-Andreï Thil, Mirela Popa, Gerasimos Spanakis

Supervised learning (SL) approaches have achieved impressive performance while utilizing significantly less training data compared to previous methods.

Language Modelling Reinforcement Learning (RL)

Fashion Object Detection for Tops & Bottoms

no code implementations29 May 2023 Andreas Petridis, Mirela Popa, Filipa Peleja, Dario Dotti, Alberto de Santos

Then, other models knowing that there's a human and its composition (e. g. not always we have a full-body) finds the bounding boxes/regions of the image that very likely correspond to a bottom or a top.

Object object-detection +1

Key Information Extraction From Documents: Evaluation And Generator

1 code implementation9 Jun 2021 Oliver Bensch, Mirela Popa, Constantin Spille

Therefore, natural language processing models have already been combined with computer vision models in the past, to benefit from e. g. positional information and to improve performance of these key information extraction models.

Decoder Key Information Extraction +1

Being the center of attention: A Person-Context CNN framework for Personality Recognition

no code implementations15 Oct 2019 Dario Dotti, Mirela Popa, Stylianos Asteriadis

Experiments on two public datasets demonstrate the effectiveness of jointly modeling the mutual Person-Context information, outperforming the state-of-the art-results for personality recognition in two different scenarios.

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