Research

Publications

Papers published at top conferences and journals.

NeurIPS

2024 1 paper
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 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

WACV

2024 2 papers
Improving Fairness using Vision-Language Driven Image Augmentation

Improving Fairness using Vision-Language Driven Image Augmentation

Moreno D'Incà, Christos Tzelepis, Ioannis Patras, Nicu Sebe
SpectralCLIP: Preventing Artifacts in Text-Guided Style Transfer from a Spectral Perspective

SpectralCLIP: Preventing Artifacts in Text-Guided Style Transfer from a Spectral Perspective

ACM MM

2023 2 papers
FedVQA: Personalized Federated Visual Question Answering over Heterogeneous Scenes

FedVQA: Personalized Federated Visual Question Answering over Heterogeneous Scenes

Mingrui Lao, Nan Pu, Zhun Zhong, Nicu Sebe, Michael S. Lew
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Multi-Domain Lifelong Visual Question Answering via Self-Critical Distillation

Multi-Domain Lifelong Visual Question Answering via Self-Critical Distillation

Mingrui Lao, Nan Pu, Yu Liu, Zhun Zhong, Erwin M. Bakker, Nicu Sebe, Michael S. Lew
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