Publications (since 2022)

C.I. Ugwu, E. Caruso, O. Lanz: Fractals as Pre-Training Datasets for Anomaly Detection and Localization. Fractal and Fractional, Vol. 8(11), 2024.

E. Caruso, F. Pelosin, A. Simoni, M. Boscetti: Dynamic Label Injection for Imbalanced Industrial Defect Segmentation. Workshop on Vision-based Industrial Inspection, European Conference on Computer Vision, VISION @ ECCV 2024.

S. Casarin, C.I. Ugwu, S. Escalera, O. Lanz: Your Image is My Video: Reshaping the Receptive Field via Image-To-Video Differentiable AutoAugmentation and Fusion. IEEE/CVF International Conference on Computer Vision and Pattern Recognition, CVPR 2024.

S. Casarin, E. Caruso, O. Lanz: GRASP-GCN: Graph-Shape Prioritization for Neural Architecture Search under Distribution Shifts. Fifth Workshop on Neural Architecture Search, IEEE/CVF International Conference on Computer Vision and Pattern Recognition, NAS @ CVPR 2024.

C.I. Ugwu, S. Casarin, O. Lanz: Fractals as Pre-training Datasets for Anomaly Detection and Localization. Workshop on Fair, Data-efficient and Trusted Computer Vision, IEEE/CVF International Conference on Computer Vision and Pattern Recognition, TCV @ CVPR 2024.

A. Falcon, G. Serra, O. Lanz: Improving Semantic Video Retrieval Models by Training with a Relevance-aware Online Mining Strategy. Computer Vision and Image Understanding, Vol. 245, 2024.

G. Cavaliere, O. Lanz, Y. Borgianni, E. Savio: Deep learning-supported machine vision-based hybrid system combining inhomogeneous 2D and 3D data for the identification of surface defects. Production & Manufacturing Research, Vol. 12(1), 2024.

E. Caruso, S. Casarin, T. Pfund, F. Schupp, O. Lanz: Automated visual inspection via differentiable physically-based rendering under unknown illumination. International Symposium on Industrial Engineering and Automation, ISIEA 2024.

E. Bianchi, O. Lanz: Egocentric video-based human action recognition in industrial environments. International Symposium on Industrial Engineering and Automation, ISIEA 2024.

A. Rosani, I. Donadello, M. Calvanese, A. Torcinovich, G. Di Fatta, M. Montali and O. Lanz: Video Analytics for Volleyball: Preliminary Results and Future Prospects of the 5VREAL Project. Workshop AI per l’Industria, Convegno Nazionale CINI sull’Intelligenza Artificiale, Ital-IA 2024.

S. Casarin, E. Caruso, O. Lanz: GRASP-GCN: Graph-Shape Prioritization for Neural Architecture Search under Distribution Shifts. Fifth Workshop on Neural Architecture Search, International Conference on Learning Representations, presentation at DMLR @ ICLR 2024.

C.I. Ugwu, S. Casarin, O. Lanz: Fractals as Pre-training Datasets for Anomaly Detection and Localization. Workshop on Fair, Data-efficient and Trusted Computer Vision, International Conferrence on Learning Representations, presentation at DMLR @ ICLR 2024.

J. Rabensteiner, C.I. Ugwu, O. Lanz: Improving Semantic Segmentation Models through Synthetic Data Generation via Diffusion Models. Workshop on Data-centric Machine Learning Research, International Conference on Learning Representations, presentation at DMLR @ ICLR 2024.

S. Casarin, C.I. Ugwu: DDS-NAS-Bench: Towards predictors under Data Distribution Shift. International Conference on Machine Vision and Applications, ICMVA 2024.

C.I. Ugwu, S. Casarin, O. Lanz: Spatiotemporal Modeling Encounters 3D Medical Image Analysis: Slice-Shift UNet with Multi-View Fusion. International Conference on Machine Vision and Applications, ICMVA 2024.

S. Sudhakaran, S. Escalera, O. Lanz: Gate-Shift-Fuse for Video Action Recognition. IEEE Transactions on Pattern Analysis and Machine Intelligence, Vol. 45(9), 2023.

S. Sudhakaran, S. Escalera, O. Lanz: Learning to Recognize Actions on Objects in Egocentric Video with Attention Dictionaries. IEEE Transactions on Pattern Analysis and Machine Intelligence, Vol. 45(6), 2023.

A. Falcon, G. Serra, O. Lanz: Video Question Answering supported by a Multi-task Learning Objective. Multimedia Tools and Applications, Vol. 82, 2023.

M. Lakhal, O. Lanz, A. Cavallaro: Multi-View Video Synthesis through Progressive Synthesis and Refinement. International Conference on Computer Vision Theory and Applications, VISAPP 2023.

A. Falcon, G. D’Agostino, O. Lanz, G. Brajnik, C. Tasso, G. Serra: Neural Turing Machines for the Remaining Useful Life estimation problem. Computers in Industry, Vol. 143, 2022.

A. Falcon, G. Serra, O. Lanz: A Feature-Space Multimodal Data Augmentation Technique for Text-Video Retrieval. ACM International Conference on Multimedia, ACMMM 2022.

T-M. Tai, G. Fiameni, C-K. Lee, Simon See, O. Lanz: Unified Recurrence Modeling for Video Action Anticipation. International Conference on Pattern Recognition, ICPR 2022.

A. Falcon, S. Sudhakaran, G. Serra, S. Escalera, O. Lanz: Relevance-based Margin for Contrastively-trained Video Retrieval Models. International Conference on Multimedia Retrieval, ICMR 2022.

T-M. Tai, G. Fiameni, C-K. Lee, O. Lanz: Higher Order Recurrent Network with Space-Time Attention for Video Early Action Recognition. IEEE International Conference on Image Processing, ICIP 2022.

M. Lakhal, O. Lanz, A. Cavallaro: Implicit Texture Mapping for Multi-View Video Synthesis. British Machine Vision Conference, BMVC 2022.