Our Publications

Selected work

WACV

2023

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, Niculae Sebe

BMVC

2022

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

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

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

CVIU

2022

Low-budget label query through domain alignment enforcement

CVPR

2022

Hyperbolic Vision Transformers: Combining Improvements in Metric Learning

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

Novel Class Discovery in Semantic Segmentation

Yuyang Zhao, Zhun Zhong, Niculae 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