Research

Publications

Papers published at top conferences and journals.

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

ICIAP

2022 1 paper
Graph-based generative face anonymisation with pose preservation

Graph-based generative face anonymisation with pose preservation

BMVC

2022 2 papers
Cluster-level pseudo-labelling for source-free cross-domain facial expression recognition

Cluster-level pseudo-labelling for source-free cross-domain facial expression recognition

Data Augmentation-free Unsupervised Learning for 3D Point Cloud Understanding

Data Augmentation-free Unsupervised Learning for 3D Point Cloud Understanding

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

CVIU

2022 1 paper
Low-budget label query through domain alignment enforcement

Low-budget label query through domain alignment enforcement

CVPR

2022 5 papers
Hyperbolic Vision Transformers: Combining Improvements in Metric Learning

Hyperbolic Vision Transformers: Combining Improvements in Metric Learning

Aleksandr Ermolov, Leyla Mirvakhabova, Valentin Khrulkov, Nicu Sebe, Ivan Oseledets

Novel Class Discovery in Semantic Segmentation

Yuyang Zhao, Zhun Zhong, Nicu Sebe, Gim Hee Lee

Playable Environments: Video Manipulation in Space and Time

Willi Menapace, Stéphane Lathuilière, Aliaksandr Siarohin, Christian Theobalt, Sergey Tulyakov, Vladislav Golyanik, Elisa Ricci
Predict, Prevent, and Evaluate: Disentangled Text-Driven Image Manipulation Empowered by Pre-Trained Vision-Language Model

Predict, Prevent, and Evaluate: Disentangled Text-Driven Image Manipulation Empowered by Pre-Trained Vision-Language Model

Zipeng Xu, Tianwei Lin, Hao Tang, Fu Li, Dongliang He, Nicu Sebe, Radu Timofte, Luc Van Gool, Errui Ding
Self-Supervised Models are Continual Learners

Self-Supervised Models are Continual Learners

Enrico Fini, Victor G. Turrisi da Costa, Xavier Alameda-Pineda, Elisa Ricci, Karteek Alahari, Julien Mairal