Zhun Zhong

External Researcher

Zhun Zhong

Nottingham University (UK) zhun.zhong@unitn.it

Papers (32)

2026

Generalizable Knowledge Distillation from Vision Foundation Models for Semantic Segmentation
CVPR 2026

Generalizable Knowledge Distillation from Vision Foundation Models for Semantic Segmentation

Chonghua Lv, Dong Zhao, Shuang Wang, Dou Quan, Ning Huyan, Nicu Sebe, Zhun Zhong
PDF
Open-Vocabulary Domain Generalization in Urban-Scene Segmentation
CVPR 2026

Open-Vocabulary Domain Generalization in Urban-Scene Segmentation

Dong Zhao, Qi Zang, Nan Pu, Wenjing Li, Nicu Sebe, Zhun Zhong
PDF
The Devil Is in Gradient Entanglement: Energy-Aware Gradient Coordinator for Robust Generalized Category Discovery
CVPR 2026

The Devil Is in Gradient Entanglement: Energy-Aware Gradient Coordinator for Robust Generalized Category Discovery

Haiyang Zheng, Nan Pu, Yaqi Cai, Teng Long, Wenjing Li, Nicu Sebe, Zhun Zhong
PDF
Organizing Unstructured Image Collections using Natural Language
CVPR Findings 2026

Organizing Unstructured Image Collections using Natural Language

Mingxuan Liu, Zhun Zhong, Jun Li, Gianni Franchi, Subhankar Roy, Elisa Ricci
PDF Website
AAAI 2026

Open-World Deepfake Attribution via Confidence-Aware Asymmetric Learning

Haiyang Zheng, Nan Pu, Wenjing Li, Teng Long, Nicu Sebe, Zhun Zhong

2025

ICCV 2025

Generate, Refine, and Encode: Leveraging Synthesized Novel Samples for On-the-Fly Fine-Grained Category Discovery

Xiao Liu, Nan Pu, Haiyang Zheng, Wenjing Li, Nicu Sebe, Zhun Zhong
ICCV 2025

Pseudo-SD: Pseudo Controlled Stable Diffusion for Semi-Supervised and Cross-Domain Semantic Segmentation

Dong Zhao, Qi Zang, Shuang Wang, Nicu Sebe, Zhun Zhong
IEEE PAMI 2025

SeCoV2: Semantic Connectivity-Driven Pseudo-Labeling for Robust Cross-Domain Semantic Segmentation

Dong Zhao, Qi Zang, Nan Pu, Shuang Wang, Nicu Sebe, Zhun Zhong
Pattern Recognition 2025

Cross-modality average precision optimization for visible thermal person re-identification

Yongguo Ling, Zhiming Luo, Dazhen Lin, Shaozi Li, Min Jiang, Nicu Sebe, Zhun Zhong

2024

Democratizing Fine-grained Visual Recognition with Large Language Models
ICLR 2024

Democratizing Fine-grained Visual Recognition with Large Language Models

Mingxuan Liu, Subhankar Roy, Wenjing Li, Zhun Zhong, Nicu Sebe, Elisa Ricci
PDF Website

2023

FedVQA: Personalized Federated Visual Question Answering over Heterogeneous Scenes
ACM MM 2023

FedVQA: Personalized Federated Visual Question Answering over Heterogeneous Scenes

Mingrui Lao, Nan Pu, Zhun Zhong, Nicu Sebe, Michael S. Lew
PDF
Multi-Domain Lifelong Visual Question Answering via Self-Critical Distillation
ACM MM 2023

Multi-Domain Lifelong Visual Question Answering via Self-Critical Distillation

Mingrui Lao, Nan Pu, Yu Liu, Zhun Zhong, Erwin M. Bakker, Nicu Sebe, Michael S. Lew
PDF
Dynamic Conceptional Contrastive Learning for Generalized Category Discovery
CVPR 2023

Dynamic Conceptional Contrastive Learning for Generalized Category Discovery

Nan Pu, Zhun Zhong, Nicu Sebe
PDF Website
Dynamically Instance-Guided Adaptation: A Backward-Free Approach for Test-Time Domain Adaptive Semantic Segmentation
CVPR 2023

Dynamically Instance-Guided Adaptation: A Backward-Free Approach for Test-Time Domain Adaptive Semantic Segmentation

Wei Wang, Zhun Zhong, Xi Chen, Charles Ling, Boyu Wang, Nicu Sebe
PDF Website
A Memorizing and Generalizing Framework for Lifelong Person Re-Identification
IEEE TPAMI 2023

A Memorizing and Generalizing Framework for Lifelong Person Re-Identification

Nan Pu, Zhun Zhong, Nicu Sebe, Michael S. Lew
PDF Website
Towards Robust Person Re-Identification by Defending Against Universal Attackers
IEEE TPAMI 2023

Towards Robust Person Re-Identification by Defending Against Universal Attackers

Fengxiang Yang, Juanjuan Weng, Zhun Zhong, Hong Liu, Zheng Wang, Zhiming Luo, Donglin Cao, Shaozi Li, Shin'ichi Satoh, Nicu Sebe
PDF Website

2022

CVPR 2022

Novel Class Discovery in Semantic Segmentation

Yuyang Zhao, Zhun Zhong, Nicu Sebe, Gim Hee Lee
PDF Website
3D-Aware Semantic-Guided Generative Model for Human Synthesis
ECCV 2022

3D-Aware Semantic-Guided Generative Model for Human Synthesis

Jichao Zhang, Enver Sangineto, Hao Tang, Aliaksandr Siarohin, Zhun Zhong, Nicu Sebe, Wei Wang
PDF Website
Class-incremental Novel Class Discovery
ECCV 2022

Class-incremental Novel Class Discovery

Subhankar Roy, Mingxuan Liu, Zhun Zhong, Nicu Sebe, Elisa Ricci
PDF Website
Style-Hallucinated Dual Consistency Learning for Domain Generalized Semantic Segmentation.
ECCV 2022

Style-Hallucinated Dual Consistency Learning for Domain Generalized Semantic Segmentation.

Yuyang Zhao, Zhun Zhong, Na Zhao, Nicu Sebe, Gim Hee Lee
PDF Website
IEEE Trans. Image Process. 2022

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
PDF Website
Adversarial Style Augmentation for Domain Generalized Urban-Scene Segmentation
NeurIPS 2022

Adversarial Style Augmentation for Domain Generalized Urban-Scene Segmentation

Zhun Zhong, Yuyang Zhao, Gim Hee Lee, Nicu Sebe
PDF
Source-Free Open Compound Domain Adaptation in Semantic Segmentation
TCSVT 2022

Source-Free Open Compound Domain Adaptation in Semantic Segmentation

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

2021

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

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
PDF Website

2020

Random Erasing Data Augmentation
AAAI 2020

Random Erasing Data Augmentation

Zhun Zhong, Liang Zheng, Guoliang Kang, Shaozi Li, Yi Yang
PDF Website
Class-Aware Modality Mix and Center-Guided Metric Learning for Visible-Thermal Person Re-Identification
ACM Multimedia 2020

Class-Aware Modality Mix and Center-Guided Metric Learning for Visible-Thermal Person Re-Identification

Yongguo Ling, Zhun Zhong, Zhiming Luo, Paolo Rota, Shaozi Li, Nicu Sebe
PDF
Learning to Adapt Invariance in Memory for Person Re-identification
TPAMI 2020

Learning to Adapt Invariance in Memory for Person Re-identification

Zhun Zhong, Liang Zheng, Zhiming Luo, Shaozi Li, Yi Yang
PDF Website

2019

Invariance Matters: Exemplar Memory for Domain Adaptive Person Re-identification
CVPR 2019

Invariance Matters: Exemplar Memory for Domain Adaptive Person Re-identification

Zhun Zhong, Liang Zheng, Zhiming Luo, Shaozi Li, Yi Yang
PDF Website
CamStyle: A Novel Data Augmentation Method for Person Re-identification
TIP 2019

CamStyle: A Novel Data Augmentation Method for Person Re-identification

Zhun Zhong, Liang Zheng, Zhedong Zheng, Shaozi Li, Yi Yang
PDF Website

2018

Camera Style Adaptation for Person Re-identification
CVPR 2018

Camera Style Adaptation for Person Re-identification

Zhun Zhong, Liang Zheng, Zhedong Zheng, Shaozi Li, Yi Yang
PDF Website
Generalizing A Person Retrieval Model Hetero- and Homogeneously
ECCV 2018

Generalizing A Person Retrieval Model Hetero- and Homogeneously

Zhun Zhong, Liang Zheng, Shaozi Li, Yi Yang
PDF Website

2017

Re-ranking Person Re-identification with k-reciprocal Encoding
CVPR 2017

Re-ranking Person Re-identification with k-reciprocal Encoding

Zhun Zhong, Liang Zheng, Donglin Cao, Shaozi Li
PDF Website