Our Publications

Selected work

ICML

2023

Latent Traversals in Generative Models as Potential Flows

Latent Traversals in Generative Models as Potential Flows

Yue Song, T. Anderson Keller, Niculae Sebe, Max Welling

IEEE Access

2023

Unleashing the Transferability Power of Unsupervised Pre-Training for Emotion Recognition in Masked and Unmasked Facial Images

Unleashing the Transferability Power of Unsupervised Pre-Training for Emotion Recognition in Masked and Unmasked Facial Images

Moreno D'Incà, Cigdem Beyan, Radoslaw Niewiadomski, Simone Barattin, Niculae Sebe

IEEE TPAMI

2023

A Memorizing and Generalizing Framework for Lifelong Person Re-Identification

A Memorizing and Generalizing Framework for Lifelong Person Re-Identification

Nan Pu, Zhun Zhong, Niculae Sebe, Michael S. Lew
Compositional Semantic Mix for Domain Adaptation in Point Cloud Segmentation

Compositional Semantic Mix for Domain Adaptation in Point Cloud Segmentation

Cristiano Saltori, Fabio Galasso, Giuseppe Fiameni, Niculae Sebe, Fabio Poiesi, Elisa Ricci
Towards Robust Person Re-Identification by Defending Against Universal Attackers

Towards Robust Person Re-Identification by Defending Against Universal Attackers

Fengxiang Yang, Juanjuan Weng, Zhun Zhong, Hong Liu, Zheng Wang, Zhiming Luo, Donglin Cao, Shaozi Li, Shin'ichi Satoh, Niculae Sebe

NeurIPS

2023

Flow Factorized Representation Learning

Flow Factorized Representation Learning

Yue Song, T. Anderson Keller, Niculae Sebe, Max Welling
Transitivity Recovering Decompositions: Interpretable and Robust Fine-Grained Relationships

Transitivity Recovering Decompositions: Interpretable and Robust Fine-Grained Relationships

Abhra Chaudhuri, Massimiliano Mancini, Anjan Dutta
Vocabulary-free Image Classification

Vocabulary-free Image Classification

Alessandro Conti, Enrico Fini, Massimiliano Mancini, Yiming Wang, Elisa Ricci