Our Publications

Selected work

ICLR

2024

A Lie Group Approach to Riemannian Batch Normalization

A Lie Group Approach to Riemannian Batch Normalization

Democratizing Fine-grained Visual Recognition with Large Language Models

Democratizing Fine-grained Visual Recognition with Large Language Models

Mingxuan Liu, Subhankar Roy, Wenjing Li, Zhun Zhong, Niculae Sebe, Elisa Ricci

ICPR

2024

Conditioned Prompt-Optimization for Continual Deepfake Detection

Conditioned Prompt-Optimization for Continual Deepfake Detection

Text-Enhanced Zero-Shot Action Recognition: A training-free approach

Text-Enhanced Zero-Shot Action Recognition: A training-free approach

Massimo Bosetti, Shibingfeng Zhang, Bendetta Liberatori, Giacomo Zara, Elisa Ricci, Paolo Rota

NeurIPS

2024

Frustratingly Easy Test-Time Adaptation of Vision-Language Models

Frustratingly Easy Test-Time Adaptation of Vision-Language Models

Matteo Farina, Gianni Franchi, Giovanni Iacca, Massimiliano Mancini, Elisa Ricci

TIP

2024

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, Niculae Sebe

TMLR

2024

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

WACV

2024

Improving Fairness using Vision-Language Driven Image Augmentation

Improving Fairness using Vision-Language Driven Image Augmentation

Moreno D'Incà, Christos Tzelepis, Ioannis Patras, Niculae Sebe