Zhun Zhong

Zhun Zhong

External Researcher

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

Papers (32)

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

Open-Vocabulary Domain Generalization in Urban-Scene Segmentation

Dong Zhao, Qi Zang, Nan Pu, Wenjing Li, Nicu Sebe, Zhun Zhong

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

Organizing Unstructured Image Collections using Natural Language

Mingxuan Liu, Zhun Zhong, Jun Li, Gianni Franchi, Subhankar Roy, Elisa Ricci

Open-World Deepfake Attribution via Confidence-Aware Asymmetric Learning

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

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

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

Dong Zhao, Qi Zang, Shuang Wang, Nicu Sebe, Zhun Zhong

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

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

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

Democratizing Fine-grained Visual Recognition with Large Language Models

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

2023

FedVQA: Personalized Federated Visual Question Answering over Heterogeneous Scenes

FedVQA: Personalized Federated Visual Question Answering over Heterogeneous Scenes

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

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
Dynamic Conceptional Contrastive Learning for Generalized Category Discovery

Dynamic Conceptional Contrastive Learning for Generalized Category Discovery

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

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
A Memorizing and Generalizing Framework for Lifelong Person Re-Identification

A Memorizing and Generalizing Framework for Lifelong Person Re-Identification

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

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

2022

Novel Class Discovery in Semantic Segmentation

Yuyang Zhao, Zhun Zhong, Nicu Sebe, Gim Hee Lee
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
Class-incremental Novel Class Discovery

Class-incremental Novel Class Discovery

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

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

Adversarial Style Augmentation for Domain Generalized Urban-Scene Segmentation

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

Source-Free Open Compound Domain Adaptation in Semantic Segmentation

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

2021

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

2020

Random Erasing Data Augmentation

Random Erasing Data Augmentation

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

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
Learning to Adapt Invariance in Memory for Person Re-identification

Learning to Adapt Invariance in Memory for Person Re-identification

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

2019

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

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

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

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

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

2018

Camera Style Adaptation for Person Re-identification

Camera Style Adaptation for Person Re-identification

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

Generalizing A Person Retrieval Model Hetero- and Homogeneously

Zhun Zhong, Liang Zheng, Shaozi Li, Yi Yang

2017

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

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

Zhun Zhong, Liang Zheng, Donglin Cao, Shaozi Li