NTIRE 2023 Challenge on HR Depth from Images of Specular and Transparent Surfaces. - Pierluigi Zama Ramirez; Fabio Tosi; Luigi Di Stefano; Radu Timofte; Alex Costanzino; Matteo Poggi; Samuele Salti; Stefano Mattoccia; Jun Shi 004; Dafeng Zhang; Yong A; Yixiang Jin; et al. (CVPR Workshops, 2023)

Learning Depth Estimation for Transparent and Mirror Surfaces. - Alex Costanzino; Pierluigi Zama Ramirez; Matteo Poggi; Fabio Tosi; Stefano Mattoccia; Luigi Di Stefano (ICCV, 2023)

Multimodal Industrial Anomaly Detection by Crossmodal Feature Mapping. - Alex Costanzino; Pierluigi Zama Ramirez; Giuseppe Lisanti; Luigi Di Stefano (CVPR, 2024)

Test Time Training for Industrial Anomaly Segmentation. - Alex Costanzino; Pierluigi Zama Ramirez; Mirko Del Moro; Agostino Aiezzo; Giuseppe Lisanti; Samuele Salti; Luigi Di Stefano (CVPR Workshops, 2024)

NTIRE 2024 Challenge on HR Depth from Images of Specular and Transparent Surfaces. - Pierluigi Zama Ramirez; Fabio Tosi; Luigi Di Stefano; Radu Timofte; Alex Costanzino; Matteo Poggi; Samuele Salti; Stefano Mattoccia; Yangyang Zhang; Cailin Wu; Zhuangda He; Shuangshuang Yin; et al. (CVPR Workshops, 2024)

TRICKY 2024 Challenge on Monocular Depth from Images of Specular and Transparent Surfaces. - Pierluigi Zama Ramirez; Alex Costanzino; Fabio Tosi; Matteo Poggi; Luigi Di Stefano; Jean-Baptiste Weibel; Dominik Bauer; Doris Antensteiner; Markus Vincze; Jiaqi Li 007; Yachuan Huang; Junrui Zhang 003; et al. (ECCV Workshops (1), 2024)

Looking for Tiny Defects via Forward-Backward Feature Transfer. - Alex Costanzino; Pierluigi Zama Ramirez; Giuseppe Lisanti; Luigi Di Stefano (CoRR, 2024)

Booster: A Benchmark for Depth From Images of Specular and Transparent Surfaces. - Pierluigi Zama Ramirez; Alex Costanzino; Fabio Tosi; Matteo Poggi; Samuele Salti; Stefano Mattoccia; Luigi Di Stefano (IEEE Trans. Pattern Anal. Mach. Intell., 2024)

NTIRE 2025 Challenge on HR Depth from Images of Specular and Transparent Surfaces. - Pierluigi Zama Ramirez; Fabio Tosi; Luigi Di Stefano; Radu Timofte; Alex Costanzino; Matteo Poggi; Samuele Salti; Stefano Mattoccia; Zhe Zhang; Yang Yang 009; Wu Chen; Anlong Ming; et al. (CVPR Workshops, 2025)

Learning to Be a Transformer to Pinpoint Anomalies. - Alex Costanzino; Pierluigi Zama Ramirez; Giuseppe Lisanti; Luigi Di Stefano (IEEE Access, 2025)

Towards Reliable Identification of Diffusion-based Image Manipulations. - Alex Costanzino; Woody Bayliss; Juil Sock; Marc Górriz Blanch; Danijela Horak; Ivan Laptev; Philip Torr 001; Fabio Pizzati (CoRR, 2025)

SiM3D: Single-instance Multiview Multimodal and Multisetup 3D Anomaly Detection Benchmark. - Alex Costanzino; Pierluigi Zama Ramirez; Luigi Lella; Matteo Ragaglia; Alessandro Oliva; Giuseppe Lisanti; Luigi Di Stefano (CoRR, 2025)