| 2026 | ICPR | Multimodal Abstractive Summarization of Instructional Videos with Vision-Language Models. | Maham Nazir, Muhammad Aqeel, Richong Zhang, Francesco Setti |
| 2025 | ICCV | Robust Anomaly Detection in Industrial Environments via Meta-Learning. | Muhammad Aqeel, Shakiba Sharifi, Marco Cristani, Francesco Setti |
| 2025 | ICCV | A Contrastive Learning-Guided Confident Meta-Learning for Zero Shot Anomaly Detection. | Muhammad Aqeel, Danijel Skocaj, Marco Cristani, Francesco Setti |
| 2025 | ICCV | Towards Real Unsupervised Anomaly Detection Via Confident Meta-Learning. | Muhammad Aqeel, Shakiba Sharifi, Marco Cristani, Francesco Setti |
| 2025 | ICCV | Diffusion-Based Data Augmentation for Medical Image Segmentation. | Maham Nazir, Muhammad Aqeel, Francesco Setti |
| 2025 | ICIAP | RoadFusion: Latent Diffusion Model for Pavement Defect Detection. | Muhammad Aqeel, Kidus Dagnaw Bellete, Francesco Setti |
| 2025 | ICIAP | ExDD: Explicit Dual Distribution Learning for Surface Defect Detection via Diffusion Synthesis. | Muhammad Aqeel, Federico Leonardi, Francesco Setti |
| 2025 | ICIAP | Latent Space Synergy: Text-Guided Data Augmentation for Direct Diffusion Biomedical Segmentation. | Muhammad Aqeel, Maham Nazir, Zanxi Ruan, Francesco Setti |
| 2025 | VISIGRAPP | Self-Supervised Iterative Refinement for Anomaly Detection in Industrial Quality Control. | Muhammad Aqeel, Shakiba Sharifi, Marco Cristani, Francesco Setti |
| 2024 | ECCV | Meta Learning-Driven Iterative Refinement for Robust Anomaly Detection in Industrial Inspection. | Muhammad Aqeel, Shakiba Sharifi, Marco Cristani, Francesco Setti |
| 2024 | VISIGRAPP | Diffusion-Based Image Generation for In-Distribution Data Augmentation in Surface Defect Detection. | Luigi Capogrosso, Federico Girella, Francesco Taioli, Michele Dalla Chiara, Muhammad Aqeel, Franco Fummi, Francesco Setti, Marco Cristani |