Carkaxhia, Rubin; Ali, Musawar; Fioraio, Nicola; Di Stefano, Luigi; Salti, Samuele, Few-Shot Anomaly Classification by Learning to Inpaint Nominal Images, in: Lecture Notes in Computer Science, Springer Science and Business Media Deutschland GmbH, 2025, 16167, pp. 520 - 532 (atti di: 23rd International Conference on Image Analysis and Processing, ICIAP 2025, ita, 2025) [Contribution to conference proceedings]
Costanzino, Alex; Zama Ramirez, Pierluigi; Lisanti, Giuseppe; Stefano, Luigi Di, Learning to Be a Transformer to Pinpoint Anomalies, «IEEE ACCESS», 2025, 13, pp. 109624 - 109637 [Scientific article]Open Access
Curti, I.; Zama Ramirez, P.; Petrelli, A.; Di Stefano, L., Multimodal SAM-Adapter for Semantic Segmentation, «IEEE ACCESS», 2025, 13, pp. 160438 - 160455 [Scientific article]
Ramirez, P. Z.; Tosi, F.; Di Stefano, L.; Timofte, R.; Costanzino, A.; Poggi, M.; Salti, S.; Mattoccia, S.; Zhang, Z.; Yang, Y.; Chen, W.; Ming, A.; Zhao, M.; Yu, M.; Gao, S.; Wang, X.; Xue, F.; Shi, J.; Yang, Y.; Yong, A.; Jin, Y.; Li, D.; Shukla, A.; Frija-Altarac, L.; Toews, M.; Geng, H.; Wan, T.; Gao, Z.; Xu, Q.; Xu, K.; Zang, Z.; Pinjari, J. B.; Purohit, K.; Lavreniuk, M.; Cao, J.; Li, S.; Jiang, K.; Jiang, J.; Huang, Y., NTIRE 2025 Challenge on HR Depth From Images of Specular and Transparent Surfaces, in: IEEE Computer Society Conference on Computer Vision and Pattern Recognition Workshops, IEEE Computer Society, 2025, pp. 978 - 992 (atti di: 2025 IEEE/CVF Conference on Computer Vision and Pattern Recognition Workshops, CVPRW 2025, usa, 2025) [Contribution to conference proceedings]
Costanzino, Alex; Zama Ramirez, Pierluigi; Lella, Luigi; Ragaglia, Matteo; Oliva, Alessandro; Lisanti, Giuseppe; Di Stefano, Luigi, SiM3D: Single-instance Multiview Multimodal and Multisetup 3D Anomaly Detection Benchmark, in: International Conference on Computer Vision (ICCV), 2025, pp. 20944 - 20953 (atti di: International Conference on Computer Vision (ICCV), Honolulu Hawaii, 19 Ottobre - 23 Ottobre) [Contribution to conference proceedings]
Amaduzzi, Andrea; Zama Ramirez, Pierluigi; Lisanti, Giuseppe; Salti, Samuele; Di Stefano, Luigi, Spatially-aware Weights Tokenization for NeRF-Language Models, in: 39th Conference on Neural Information Processing Systems (NeurIPS 2025), 2025, pp. 1 - 30 (atti di: 39th Conference on Neural Information Processing Systems (NeurIPS 2025), San Diego, USA, Dicembre 2 - Dicembre 7) [Contribution to conference proceedings]
Zama Ramirez, P.; Costanzino, A.; Tosi, F.; Poggi, M.; Di Stefano, L.; Weibel, J. B.; Bauer, D.; Antensteiner, D.; Vincze, M.; Li, J.; Huang, Y.; Zhang, J.; Wang, Y.; Zheng, J.; Shen, L.; Cao, Z.; Song, Z.; Wang, Z.; Zhu, R.; Zhang, H.; Li, R.; Wu, J.; Li, X.; Zhu, Y.; Sun, J.; Zhang, Y.; Sun, P.; Yao, Y.; Zhao, W.; Jiang, K.; Jiang, J.; Lavreniuk, M.; Li, P.; Wang, J. L., TRICKY 2024 Challenge on Monocular Depth from Images of Specular and Transparent Surfaces, in: European Conference on Computer Vision, GEWERBESTRASSE 11, CHAM, CH-6330, SWITZERLAND, SPRINGER INTERNATIONAL PUBLISHING AG, 2025, 15623 LNCS, pp. 248 - 266 (atti di: European Conference on Computer Vision, Milan, 2024/9/29) [Contribution to conference proceedings]
Zama Ramirez, Pierluigi; Costanzino, Alex; Tosi, Fabio; Poggi, Matteo; Di Stefano, Luigi; Weibel, Jean-Baptiste; Antensteiner, Doris; Vincze, Markus; Busam, Benjamin; Zhai, Guangyao; Li, Weihang; Huang, Junwen; Jung, Hyunjun; Lavreniuk, Mykola; Sun, Pihai; Luo, Yijun; Wang, Hongtao; Gao, Manying; Jiang, Kui; Jiang, Junjun, TRICKY 2025 Challenge on Monocular Depth from Images of Specular and Transparent Surfaces, in: Proceedings of the IEEE/CVF International Conference on Computer Vision (ICCV) Workshops, 2025, pp. 3280 - 3291 (atti di: The IEEE/CVF International Conference on Computer Vision, Honolulu, 20/10/2025) [Contribution to conference proceedings]
Li, Weihang; Huang, Junwen; Jung, Hyunjun; Zhai, Guangyao; Zama Ramirez, Pierluigi; Costanzino, Alex; Tosi, Fabio; Poggi, Matteo; Di Stefano, Luigi; Weibel, Jean-Baptiste; Antensteiner, Doris; Vincze, Markus; He, Jing; Wang, Yiqing; Zhang, Kexin; Jiao, Licheng; Li, Lingling; Liu, Fang; Ma, Wenping; Busam, Benjamin, TRICKY 2025 HouseCat6D Object Pose Estimation Challenge with Specular and Transparent Surfaces, in: Proceedings of the IEEE/CVF International Conference on Computer Vision (ICCV) Workshops, 2025, pp. 3292 - 3302 (atti di: The IEEE/CVF International Conference on Computer Vision, Honolulu, 20/10/2025) [Contribution to conference proceedings]
Ali, Musawar; Fioraio, Nicola; Salti, Samuele; Di Stefano, Luigi, AnomalyControl: Few-Shot Anomaly Generation by ControlNet Inpainting, «IEEE ACCESS», 2024, 12, pp. 192903 - 192914 [Scientific article]
Mazzocchetti S.; Bevini M.; Badiali G.; Lisanti G.; Di Stefano L.; Salti S., Automatic Implant Generation for Cranioplasty via Occupancy Networks, «IEEE ACCESS», 2024, 12, pp. 95185 - 95195 [Scientific article]Open Access
Pierluigi Zama Ramirez, Alex Costanzino, Fabio Tosi, Matteo Poggi, Samuele Salti, Stefano Mattoccia, Luigi Di Stefano, Booster: A Benchmark for Depth From Images of Specular and Transparent Surfaces, «IEEE TRANSACTIONS ON PATTERN ANALYSIS AND MACHINE INTELLIGENCE», 2024, 46, pp. 85 - 102 [Scientific article]Open Access
Ballerini F.; Zama Ramirez P.; Mirabella R.; Salti S.; Di Stefano L., Connecting NeRFs, Images, and Text, in: IEEE/CVF Conference on Computer Vision and Pattern Recognition (CVPR) Workshops, 2024, 2024, 34, pp. 866 - 876 (atti di: IEEE/CVF Conference on Computer Vision and Pattern Recognition (CVPR) Workshops, 2024, Seattle, WA, USA, 17-18 June 2024) [Contribution to conference proceedings]
Zama Ramirez P.; De Luigi L.; Sirocchi D.; Cardace A.; Spezialetti R.; Ballerini F.; Salti S.; Di Stefano L., Deep Learning on Object-centric 3D Neural Fields, «IEEE TRANSACTIONS ON PATTERN ANALYSIS AND MACHINE INTELLIGENCE», 2024, Early Access, pp. 1 - 17 [Scientific article]
Amaduzzi, Andrea; ZAMA RAMIREZ, Pierluigi; Lisanti, Giuseppe; Salti, Samuele; DI STEFANO, Luigi, LLaNA: Large Language and NeRF Assistant, in: ADVANCES IN NEURAL INFORMATION PROCESSING SYSTEMS, 2024, 37, pp. 1162 - 1195 (atti di: ADVANCES IN NEURAL INFORMATION PROCESSING SYSTEMS, Vancouver, From 10th of December to 15th of December) [Contribution to conference proceedings]
