Research

Publications

Papers published at top conferences and journals.

ICML

2023 1 paper
Latent Traversals in Generative Models as Potential Flows

Latent Traversals in Generative Models as Potential Flows

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

IEEE Access

2023 1 paper
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, Nicu Sebe
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IEEE TPAMI

2023 3 papers
A Memorizing and Generalizing Framework for Lifelong Person Re-Identification

A Memorizing and Generalizing Framework for Lifelong Person Re-Identification

Nan Pu, Zhun Zhong, Nicu 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, Nicu 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, Nicu Sebe

NeurIPS

2023 3 papers
Flow Factorized Representation Learning

Flow Factorized Representation Learning

Yue Song, T. Anderson Keller, Nicu 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

WACV

2023 2 papers
ConfMix: Unsupervised Domain Adaptation for Object Detection via Confidence-based Mixing

ConfMix: Unsupervised Domain Adaptation for Object Detection via Confidence-based Mixing

Giulio Mattolin, Luca Zanella, Elisa Ricci, Yiming Wang
Overlap-guided Gaussian Mixture Model for Point Cloud Registration

Overlap-guided Gaussian Mixture Model for Point Cloud Registration

Guofeng Mei, Fabio Poiesi, Cristiano Saltori, Jian Zhang, Elisa Ricci, Nicu Sebe