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

ICLR

2025 2 papers
Gyrogroup Batch Normalization

Gyrogroup Batch Normalization

Ziheng Chen, Yue Song, Xiao-Jun Wu, Nicu Sebe
Understanding Matrix Function Normalizations in Covariance Pooling from the Lens of Riemannian Geometry

Understanding Matrix Function Normalizations in Covariance Pooling from the Lens of Riemannian Geometry

Ziheng Chen, Yue Song, Xiaojun Wu, Gaowen Liu, Nicu Sebe

TMLR

2025 2 papers

EMNLP

2024 1 paper
Retrieval-enriched zero-shot image classification in low-resource domains

Retrieval-enriched zero-shot image classification in low-resource domains