Research

Publications

Papers published at top conferences and journals.

IEEE TPAMI

2022 4 papers

Fast Differentiable Matrix Square Root and Inverse Square Root

On the Eigenvalues of Global Covariance Pooling for Fine-grained Visual Recognition

On the Eigenvalues of Global Covariance Pooling for Fine-grained Visual Recognition

Orthogonal SVD Covariance Conditioning and Latent Disentanglement.

Orthogonal SVD Covariance Conditioning and Latent Disentanglement.

Revisiting Viewing Graph Solvability: an Effective Approach Based on Cycle Consistency

Federica Arrigoni, Andrea Fusiello, Romeo Rizzi, Elisa Ricci, Tomas Pajdla

IEEE ToH

2022 1 paper

Affect Recognition in Hand-Object Interaction Using Object-Sensed Tactile and Kinematic Data

Radoslaw Niewiadomski, Cigdem Beyan, ra Sciutti

IEEE Trans. Image Process.

2022 2 papers

Joint Representation Learning and Keypoint Detection for Cross-view Geo-localization

Jinliang Lin, Zhedong Zheng, Zhun Zhong, Zhiming Luo, Shaozi Li, Yi Yang, Nicu Sebe

Variational Structured Attention Networks for Deep Visual Representation Learning

Guanglei Yang, Paolo Rota, Xavier Alameda-Pineda, Dan Xu, Mingli Ding, Elisa Ricci

IEEE Trans. Multimedia

2022 2 papers
Continual Attentive Fusion for Incremental Learning in Semantic Segmentation

Continual Attentive Fusion for Incremental Learning in Semantic Segmentation

Guanglei Yang, Enrico Fini, Dan Xu, Paolo Rota, Mingli Ding, Hao Tang, Xavier Alameda-Pineda, Elisa Ricci

ISF-GAN: An Implicit Style Function for High Resolution Image-to-Image Translation

Yahui Liu, Yajing Chen, Linchao Bao, Nicu Sebe, Bruno Lepri, Marco De Nadai

IJCV

2022 2 papers
Curriculum Learning: A Survey

Curriculum Learning: A Survey

Petru Soviany, Radu Tudor Ionescu, Paolo Rota, Nicu Sebe

Multi-frame motion segmentation by combining two-frame results