Research

Publications

Papers published at top conferences and journals.

ICLR

2022 1 paper
Fast Differentiable Matrix Square Root

Fast Differentiable Matrix Square Root

ICMI

2022 1 paper
Multimodal Across Domains Gaze Target Detection

Multimodal Across Domains Gaze Target Detection

ICPR

2022 3 papers
Multimodal Emotion Recognition with Modality-Pairwise Unsupervised Contrastive Loss

Multimodal Emotion Recognition with Modality-Pairwise Unsupervised Contrastive Loss

Temporal Alignment for History Representation in Reinforcement Learning

Temporal Alignment for History Representation in Reinforcement Learning

Aleksandr Ermolov, Enver Sangineto, Nicu Sebe

Unsupervised Domain Adaptation for Video Transformers in Action Recognition

Victor G. Turrisi da Costa, Giacomo Zara, Paolo Rota, Thiago Oliveira-Santos, Nicu Sebe, Vittorio Murino, Elisa Ricci

IEEE Access

2022 1 paper

Graph Laplacian-Improved Convolutional Residual Autoencoder for Unsupervised Human Action and Emotion Recognition

Giancarlo Paoletti, Cigdem Beyan, Alessio Del Bue

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