Research

Publications

Papers published at top conferences and journals.

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

NeurIPS

2022 2 papers
Adversarial Style Augmentation for Domain Generalized Urban-Scene Segmentation

Adversarial Style Augmentation for Domain Generalized Urban-Scene Segmentation

Zhun Zhong, Yuyang Zhao, Gim Hee Lee, Nicu Sebe
RankFeat: Rank-1 Feature Removal for Out-of-distribution Detection

RankFeat: Rank-1 Feature Removal for Out-of-distribution Detection