Research

Publications

Papers published at top conferences and journals.

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

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

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