Research

Publications

Papers published at top conferences and journals.

3DV

2020 1 paper
SF-UDA<sup>3D</sup>: Source-Free Unsupervised Domain Adaptation for LiDAR-Based 3D Object Detection

SF-UDA3D: Source-Free Unsupervised Domain Adaptation for LiDAR-Based 3D Object Detection

Cristiano Saltori, Stéphane Lathuiliére, Nicu Sebe, Elisa Ricci, Fabio Galasso

AAAI

2020 3 papers
Bi-Directional Generation for Unsupervised Domain Adaptation

Bi-Directional Generation for Unsupervised Domain Adaptation

Guanglei Yang, Haifeng Xia, Mingli Ding, Zhengming Ding
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Business Entity Matching with Siamese Graph Convolutional Networks

Business Entity Matching with Siamese Graph Convolutional Networks

Evgeny Krivosheev, Mattia Atzeni, Katsiaryna Mirylenka, Paolo Scotton, Christoph Miksovic, Anton Zorin
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Random Erasing Data Augmentation

Random Erasing Data Augmentation

Zhun Zhong, Liang Zheng, Guoliang Kang, Shaozi Li, Yi Yang

ACM Multimedia

2020 1 paper
Class-Aware Modality Mix and Center-Guided Metric Learning for Visible-Thermal Person Re-Identification

Class-Aware Modality Mix and Center-Guided Metric Learning for Visible-Thermal Person Re-Identification

Yongguo Ling, Zhun Zhong, Zhiming Luo, Paolo Rota, Shaozi Li, Nicu Sebe
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ECCV

2020 4 papers
Learning to Cluster under Domain Shift

Learning to Cluster under Domain Shift

On the usage of the trifocal tensor in motion segmentation

On the usage of the trifocal tensor in motion segmentation

Federica Arrigoni, Luca Magri, Tomas Pajdla
Online Continual Learning under Extreme Memory Constraints

Online Continual Learning under Extreme Memory Constraints

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Towards Generalization Across Depth for Monocular 3D Object Detection

Towards Generalization Across Depth for Monocular 3D Object Detection

Andrea Simonelli, Samuel Rota Bulò, Lorenzo Porzi, Elisa Ricci, Peter Kontschieder
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ICASSP

2020 1 paper
Supervised online diarization with sample mean loss for multi-domain data

Supervised online diarization with sample mean loss for multi-domain data

Enrico Fini, Alessio Brutti
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