Jiawei Zhan

I'm a Researcher in Computer Vision and Machine Learning at Tencent Youtu Lab, focusing on advancing deep learning methods for image understanding, anomaly detection, and cross-modal retrieval.

My work bridges foundational algorithms and practical applications, with a specialization in weakly supervised learning, hashing techniques, and collaborative frameworks for tasks like instance segmentation and object detection.

My research also spans refining anomaly detection through diffusion-based methods and developing continual learning strategies for industrial applications.

Publications

BoxSeg: Quality-Aware and Peer-Assisted Learning for Box-supervised Instance Segmentation

Jinxiang Lai, Wenlong Wu, Jiawei Zhan, Jian Li, Bin-Bin Gao, Jun Liu, Jie Zhang, Song Guo

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Enhancing Multi-Class Anomaly Detection via Diffusion Refinement with Dual Conditioning

Jiawei Zhan, Jinxiang Lai, Bin-Bin Gao, Jun Liu, Xiaochen Chen, Chengjie Wang

arXiv.org 2024

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MatchDet: A Collaborative Framework for Image Matching and Object Detection

Jinxiang Lai, Wenlong Wu, Bin-Bin Gao, Jun Liu, Jiawei Zhan, Congchong Nie, Yi Zeng, Chengjie Wang

AAAI Conference on Artificial Intelligence 2023

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Towards Continual Adaptation in Industrial Anomaly Detection

Wu-Jun Li, Jiawei Zhan, Jinbao Wang, Bizhong Xia, Bin-Bin Gao, Jun Liu, Chengjie Wang, Feng Zheng

ACM Multimedia 2022

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Global Meets Local: Effective Multi-Label Image Classification via Category-Aware Weak Supervision

Jiawei Zhan, J. Liu, Wei Tang, Guannan Jiang, Xi Wang, Bin-Bin Gao, Tianliang Zhang, Wenlong Wu, Wei Zhang, Chengjie Wang, Yuan Xie

ACM Multimedia 2022

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Deep Self-Learning Hashing for Image Retrieval

Jiawei Zhan, Zhaoguo Mo, Yuesheng Zhu

International Conference on Information Photonics 2020

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Joint-modal Distribution-based Similarity Hashing for Large-scale Unsupervised Deep Cross-modal Retrieval

Song Liu, Shengsheng Qian, Yang Guan, Jiawei Zhan, Long Ying

Annual International ACM SIGIR Conference on Research and Development in Information Retrieval 2020

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Multi-Similarity Semantic Correctional Hashing For Cross Modal Retrieval

Jiawei Zhan, Song Liu, Zhaoguo Mo, Yuesheng Zhu

IEEE International Conference on Multimedia and Expo 2020

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Robust deep supervised hashing for image retrieval

Zhaoguo Mo, Yuesheng Zhu, Jiawei Zhan

International Conference on Digital Image Processing 2020

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Deep Captioning Hashing Network for Complex Scene Image Retrieval

Song Liu, Jiawei Zhan, Zhengding Luo, Gege Qi, Zhiqiang Bai, Yuesheng Zhu

IEEE International Conference on Tools with Artificial Intelligence 2019

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Multimodal Mild Depression Recognition Based on EEG-EM Synchronization Acquisition Network

Jing Zhu, Ying Wang, Rong La, Jiawei Zhan, Junhong Niu, Shuai Zeng, Xiping Hu

IEEE Access 2019

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