Our Publications

Selected work

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BMVC

2022 2 papers

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, Nicu Sebe, Qiang Wu

CVIU

2022 1 paper

Low-budget label query through domain alignment enforcement

CVPR

2022 5 papers

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

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

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

ECCV

2022 7 papers
3D-Aware Semantic-Guided Generative Model for Human Synthesis

3D-Aware Semantic-Guided Generative Model for Human Synthesis

Jichao Zhang, Enver Sangineto, Hao Tang, Aliaksandr Siarohin, Zhun Zhong, Nicu Sebe, Wei Wang

Batch-efficient Eigen Decomposition for Small and Medium Matrices

Class-incremental Novel Class Discovery

Class-incremental Novel Class Discovery

CoSMix: Compositional Semantic Mix for Domain Adaptation in 3D LiDAR Segmentation

CoSMix: Compositional Semantic Mix for Domain Adaptation in 3D LiDAR Segmentation

Cristiano Saltori, Fabio Galasso, Giuseppe Fiameni, Nicu Sebe, Elisa Ricci, Fabio Poiesi
GIPSO: Geometrically Informed Propagation for Online Adaptation in 3D LiDAR Segmentation

GIPSO: Geometrically Informed Propagation for Online Adaptation in 3D LiDAR Segmentation

Cristiano Saltori, Evgeny Krivosheev, Stéphane Lathuilière, Nicu Sebe, Fabio Galasso, Giuseppe Fiameni, Elisa Ricci, Fabio Poiesi
Quantum Motion Segmentation

Quantum Motion Segmentation

Federica Arrigoni, Willi Menapace, Marcel Seelbach Benkner, Elisa Ricci, Vladislav Golyanik
Style-Hallucinated Dual Consistency Learning for Domain Generalized Semantic Segmentation.

Style-Hallucinated Dual Consistency Learning for Domain Generalized Semantic Segmentation.

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

ICLR

2022 1 paper

Fast Differentiable Matrix Square Root