| 2026 | WACV | A Little More Like This: Text-to-Image Retrieval with Vision-Language Models Using Relevance Feedback. | Bulat Khaertdinov, Mirela Popa, Nava Tintarev |
| 2025 | RecSys | VisualReF: Interactive Image Search Prototype with Visual Relevance Feedback. | Bulat Khaertdinov, Mirela Popa, Nava Tintarev |
| 2024 | ICPRAM | XPCA Gen: Extended PCA Based Tabular Data Generation Model. | Sreekala Kallidil Padinjarekkara, Jessica Alecci, Mirela Popa |
| 2024 | ICPRAM | XPCA Gen: Extended PCA Based Tabular Data Generation Model with Regularisation. | Sreekala Kallidil Padinjarekkara, Jessica Alecci, Mirela Popa |
| 2024 | ICPRAM | Tab-VAE: A Novel VAE for Generating Synthetic Tabular Data. | Syed Mahir Tazwar, Max Knobbout, Enrique Hortal Quesada, Mirela Popa |
| 2024 | SAC | Navigating WebAI: Training Agents to Complete Web Tasks with Large Language Models and Reinforcement Learning. | Lucas-Andrei Thil, Mirela Popa, Gerasimos Spanakis |
| 2024 | VISIGRAPP | Augmenting Human-Robot Collaboration Task by Human Hand Position Forecasting. | Shyngyskhan Abilkassov, Michael Gentner, Mirela Popa |
| 2023 | FedCSIS | Analysis of the Impact of Data Augmentation on the Performance of Deep Learning Models in Multispectral Food Authenticity Identification. | Yaru Zhang, Arif Yilmaz, Mirela Popa, Christopher Brewster |
| 2022 | ICIP | The Effect of Spatial and Temporal Occlusion on Word Level Sign Language Recognition. | Ajkel Mino, Mirela Popa, Alexia Briassouli |
| 2021 | ACII | Temporal based Emotion Recognition inspired by Activity Recognition models. | Balaganesh Mohan, Mirela Popa |
| 2019 | ACII | Multimodal and Temporal Perception of Audio-visual Cues for Emotion Recognition. | Esam Ghaleb, Mirela Popa, Stylianos Asteriadis |
| 2018 | CVPR | Behavior and Personality Analysis in a Nonsocial Context Dataset. | Dario Dotti, Mirela Popa, Stylianos Asteriadis |
| 2018 | ICMLA | Towards Affect Recognition through Interactions with Learning Materials. | Esam Ghaleb, Mirela Popa, Enrique Hortal, Stylianos Asteriadis, Gerhard Weiss |
| 2017 | AVSS | Multimodal monitoring of Parkinson's and Alzheimer's patients using the ICT4LIFE platform. | Federico Alvarez, Mirela Popa, Nicholas Vretos, Alberto Belmonte-Hernandez, Stelios Asteriadis, Vassilis Solachidis, Triana Mariscal, Dario Dotti, Petros Daras |
| 2017 | AVSS | ICT4Life open source libraries supporting multimodal analysis of different diseases. | Thomas Theodoridis, Vassilis Solachidis, Nicholas Vretos, Petros Daras, Dario Dotti, Mirela Popa, Gustavo Hernndez, Federico Alvarez, Alejandro Gonzalez Paton, Angel Lopez |