Research

Publications

Papers published at top conferences and journals.

Pattern Recognition

2025 3 papers

Budget-aware pruning: Handling multiple domains with less parameters

Samuel Felipe dos Santos, Rodrigo Berriel, Thiago Oliveira-Santos, Nicu Sebe, Jurandy Almeida

Cross-modality average precision optimization for visible thermal person re-identification

Yongguo Ling, Zhiming Luo, Dazhen Lin, Shaozi Li, Min Jiang, Nicu Sebe, Zhun Zhong

GraphMLP: A graph MLP-like architecture for 3D human pose estimation

Wenhao Li, Mengyuan Liu, Hong Liu, Tianyu Guo, Ti Wang, Hao Tang, Nicu Sebe

Pattern Recognition Letters

2025 1 paper

GANzzle++: Generative approaches for jigsaw puzzle solving as local to global assignment in latent spatial representations

Davide Talon, Alessio Del Bue, Stuart James

CVIU

2024 1 paper
Delving into CLIP latent space for Video Anomaly Recognition

Delving into CLIP latent space for Video Anomaly Recognition

Luca Zanella*, Benedetta Liberatori*, Willi Menapace, Fabio Poiesi, Yiming Wang, Elisa Ricci * equal contribution

TIP

2024 1 paper
Adaptive Log-Euclidean Metrics for SPD Matrix Learning

Adaptive Log-Euclidean Metrics for SPD Matrix Learning

Ziheng Chen, Yue Song, Tianyang Xu, Zhiwu Huang, Xiao-Jun Wu, Nicu Sebe

TMLR

2024 1 paper
Understanding Sparse Neural Networks from their Topology via Multipartite Graph Representations

Understanding Sparse Neural Networks from their Topology via Multipartite Graph Representations

Elia Cunegatti, Matteo Farina, Doina Bucur, Giovanni Iacca