| 2026 | ICPR | HAC: Parameter-Efficient Hyperbolic Adaptation of CLIP for Zero-Shot VQA. | Francesco Dibitonto, Cigdem Beyan, Vittorio Murino |
| 2026 | ICPR | Discriminator-Guided Adaptive Diffusion for Source-Free Test-Time Adaptation Under Image Corruptions. | Francesco Olivato, Cigdem Beyan, Vittorio Murino |
| 2025 | ICIAP | MADPOT: Medical Anomaly Detection with CLIP Adaptation and Partial Optimal Transport. | Mahshid Shiri, Cigdem Beyan, Vittorio Murino |
| 2025 | MICCAI | MadCLIP: Few-Shot Medical Anomaly Detection with CLIP. | Mahshid Shiri, Cigdem Beyan, Vittorio Murino |
| 2024 | AVI | Diffusion-Based Unsupervised Pre-training for Automated Recognition of Vitality Forms. | Noemi Canovi, Federico Montagna, Radoslaw Niewiadomski, Alessandra Sciutti, Giuseppe Di Cesare, Cigdem Beyan |
| 2024 | ECCV | Upper-Body Pose-Based Gaze Estimation for Privacy-Preserving 3D Gaze Target Detection. | Andrea Toaiari, Vittorio Murino, Marco Cristani, Cigdem Beyan |
| 2024 | ICMI | Automatic Recognition of Commensal Activities in Co-located and Online settings. | Kheder Yazgi, Cigdem Beyan, Maurizio Mancini, Radoslaw Niewiadomski |
| 2024 | WACV | Leveraging Next-Active Objects for Context-Aware Anticipation in Egocentric Videos. | Sanket Kumar Thakur, Cigdem Beyan, Pietro Morerio, Vittorio Murino, Alessio Del Bue |
| 2023 | ICCV | Object-aware Gaze Target Detection. | Francesco Tonini, Nicola Dall'Asen, Cigdem Beyan, Elisa Ricci |
| 2023 | ICIAP | Unsupervised Video Anomaly Detection with Diffusion Models Conditioned on Compact Motion Representations. | Anil Osman Tur, Nicola Dall'Asen, Cigdem Beyan, Elisa Ricci |
| 2023 | ICIP | Enhancing Next Active Object-Based Egocentric Action Anticipation with Guided Attention. | Sanket Kumar Thakur, Cigdem Beyan, Pietro Morerio, Vittorio Murino, Alessio Del Bue |
| 2023 | ICIP | Exploring Diffusion Models for Unsupervised Video Anomaly Detection. | Anil Osman Tur, Nicola Dall'Asen, Cigdem Beyan, Elisa Ricci |
| 2022 | ICMI | Multimodal Across Domains Gaze Target Detection. | Francesco Tonini, Cigdem Beyan, Elisa Ricci |
| 2022 | ICPR | Multimodal Emotion Recognition with Modality-Pairwise Unsupervised Contrastive Loss. | Riccardo Franceschini, Enrico Fini, Cigdem Beyan, Alessandro Conti, Federica Arrigoni, Elisa Ricci |
| 2021 | BMVC | Unsupervised Human Action Recognition with Skeletal Graph Laplacian and Self-Supervised Viewpoints Invariance. | Giancarlo Paoletti, Jacopo Cavazza, Cigdem Beyan, Alessio Del Bue |
| 2021 | ICMI | Predicting Gaze from Egocentric Social Interaction Videos and IMU Data. | Sanket Kumar Thakur, Cigdem Beyan, Pietro Morerio, Alessio Del Bue |
| 2021 | WACV | S-VVAD: Visual Voice Activity Detection by Motion Segmentation. | Muhammad Shahid, Cigdem Beyan, Vittorio Murino |
| 2020 | ICMI | Analysis of Face-Touching Behavior in Large Scale Social Interaction Dataset. | Cigdem Beyan, Matteo Bustreo, Muhammad Shahid, Gian Luca Bailo, Nicol Carissimi, Alessio Del Bue |
| 2020 | ICPR | Subspace Clustering for Action Recognition with Covariance Representations and Temporal Pruning. | Giancarlo Paoletti, Jacopo Cavazza, Cigdem Beyan, Alessio Del Bue |
| 2019 | ICIAP | Comparisons of Visual Activity Primitives for Voice Activity Detection. | Muhammad Shahid, Cigdem Beyan, Vittorio Murino |
| 2018 | ECCV | Filling the Gaps: Predicting Missing Joints of Human Poses Using Denoising Autoencoders. | Nicol Carissimi, Paolo Rota, Cigdem Beyan, Vittorio Murino |
| 2017 | ICMI | Multi-task learning of social psychology assessments and nonverbal features for automatic leadership identification. | Cigdem Beyan, Francesca Capozzi, Cristina Becchio, Vittorio Murino |
| 2016 | ICMI | Identification of emergent leaders in a meeting scenario using multiple kernel learning. | Cigdem Beyan, Francesca Capozzi, Cristina Becchio, Vittorio Murino |
| 2016 | ICMI | Detecting emergent leader in a meeting environment using nonverbal visual features only. | Cigdem Beyan, Nicol Carissimi, Francesca Capozzi, Sebastiano Vascon, Matteo Bustreo, Antonio Pierro, Cristina Becchio, Vittorio Murino |
| 2013 | BMVC | Detection of Abnormal Fish Trajectories Using a Clustering Based Hierarchical Classifier. | Cigdem Beyan, Robert B. Fisher |
| 2013 | ICIP | Detecting abnormal fish trajectories using clustered and labeled data. | Cigdem Beyan, Robert B. Fisher |
| 2012 | ICPR | A filtering mechanism for normal fish trajectories. | Cigdem Beyan, Robert B. Fisher |