Research

Publications

Papers published at top conferences and journals.

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

TCSVT

2022 1 paper
Source-Free Open Compound Domain Adaptation in Semantic Segmentation

Source-Free Open Compound Domain Adaptation in Semantic Segmentation

Yuyang Zhao, Zhun Zhong, Zhiming Luo, Gim Hee Lee, Nicu Sebe

TPAMI

2022 1 paper

Uncertainty-aware Contrastive Distillation for Incremental Semantic Segmentation

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

WACV

2022 1 paper
Dual-Head Contrastive Domain Adaptation for Video Action Recognition

Dual-Head Contrastive Domain Adaptation for Video Action Recognition

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

AAAI

2021 1 paper
Learning to Attack Real-World Models for Person Re-identification via Virtual-Guided Meta-Learning

Learning to Attack Real-World Models for Person Re-identification via Virtual-Guided Meta-Learning

Fengxiang Yang, Zhun Zhong, Hong Liu, Zheng Wang, Zhiming Luo, Shaozi Li, Nicu Sebe, Shin'ichi Satoh