Zenglin Shi

Publication Activity (10 Years)

Years Active: 2016-2024
Publications (10 Years): 39

Top Topics

Nonlinear Regression

Information Bottleneck

Diffusion Model

Negative Correlation Learning

Top Venues

IEEE Trans. Pattern Anal. Mach. Intell.

IEEE Trans. Neural Networks Learn. Syst.

Int. J. Comput. Vis.

Publications

Zenglin Shi, Pei Liu, Tong Su, Yunpeng Wu, Kuien Liu, Yu Song, Meng Wang
Densely Distilling Cumulative Knowledge for Continual Learning. CoRR (2024)
Zenglin Shi, Pascal Mettes, Cees G. M. Snoek
Focus for Free in Density-Based Counting. Int. J. Comput. Vis. 132 (7) (2024)
Yimin Luo, Qinyu Yang, Ziyi Liu, Zenglin Shi, Weimin Huang, Guoyan Zheng, Jun Cheng
Target-Guided Diffusion Models for Unpaired Cross-Modality Medical Image Translation. IEEE J. Biomed. Health Informatics 28 (7) (2024)
Zenglin Shi, Tong Su, Pei Liu, Yunpeng Wu, Le Zhang, Meng Wang
Learning Frequency-Aware Dynamic Transformers for All-In-One Image Restoration. CoRR (2024)
Zenglin Shi, Ying Sun, Mengmi Zhang
Training-free Object Counting with Prompts. WACV (2024)
Shizhe Hu, Zenglin Shi, Xiaoqiang Yan, Zhengzheng Lou, Yangdong Ye
Multiview Clustering With Propagating Information Bottleneck. IEEE Trans. Neural Networks Learn. Syst. 35 (7) (2024)
Wenjing Chu, Shuo Chen, Marcello M. Bonsangue, Zenglin Shi
Approximately Learning Quantum Automata. TASE (2023)
Zenglin Shi, Pascal Mettes, Cees G. M. Snoek
Focus for Free in Density-Based Counting. CoRR (2023)
Zenglin Shi, Ying Sun, Mengmi Zhang
Training-free Object Counting with Prompts. CoRR (2023)
Cong Wang, Xiaofeng Cao, Lanzhe Guo, Zenglin Shi
DualMatch: Robust Semi-supervised Learning with Dual-Level Interaction. ECML/PKDD (5) (2023)
Cong Wang, Xiaofeng Cao, Lanzhe Guo, Zenglin Shi
DualMatch: Robust Semi-Supervised Learning with Dual-Level Interaction. CoRR (2023)
Shizhe Hu, Zenglin Shi, Yangdong Ye
DMIB: Dual-Correlated Multivariate Information Bottleneck for Multiview Clustering. IEEE Trans. Cybern. 52 (6) (2022)
Jia-Hong Huang, Ting-Wei Wu, Chao-Han Huck Yang, Zenglin Shi, I-Hung Lin, Jesper Tegnér, Marcel Worring
Non-local Attention Improves Description Generation for Retinal Images. WACV (2022)
Mingshu Wang, Zheyan Chen, Helena Hang Rong, Lan Mu, Pengyu Zhu, Zenglin Shi
Ridesharing accessibility from the human eye: Spatial modeling of built environment with street-level images. Comput. Environ. Urban Syst. 97 (2022)
Xiao Liu, Ankur Sikarwar, Joo Hwee Lim, Gabriel Kreiman, Zenglin Shi, Mengmi Zhang
Reason from Context with Self-supervised Learning. CoRR (2022)
Zenglin Shi, Ying Sun, Joo Hwee Lim, Mengmi Zhang
On the Robustness, Generalization, and Forgetting of Shape-Texture Debiased Continual Learning. CoRR (2022)
Zenglin Shi, Pascal Mettes, Subhransu Maji, Cees G. M. Snoek
On Measuring and Controlling the Spectral Bias of the Deep Image Prior. Int. J. Comput. Vis. 130 (4) (2022)
Le Zhang, Zenglin Shi, Ming-Ming Cheng, Yun Liu, Jia-Wang Bian, Joey Tianyi Zhou, Guoyan Zheng, Zeng Zeng
Nonlinear Regression via Deep Negative Correlation Learning. IEEE Trans. Pattern Anal. Mach. Intell. 43 (3) (2021)
Shuo Chen, Zenglin Shi, Pascal Mettes, Cees G. M. Snoek
Social Fabric: Tubelet Compositions for Video Relation Detection. ICCV (2021)
Zenglin Shi, Pascal Mettes, Guoyan Zheng, Cees Snoek
Frequency-Supervised MR-to-CT Image Synthesis. CoRR (2021)
Zenglin Shi, Yunlu Chen, Efstratios Gavves, Pascal Mettes, Cees G. M. Snoek
Unsharp Mask Guided Filtering. IEEE Trans. Image Process. 30 (2021)
Zenglin Shi, Pascal Mettes, Guoyan Zheng, Cees Snoek
Frequency-Supervised MR-to-CT Image Synthesis. DGM4MICCAI/DALI@MICCAI (2021)
Zenglin Shi, Yunlu Chen, Efstratios Gavves, Pascal Mettes, Cees G. M. Snoek
Unsharp Mask Guided Filtering. CoRR (2021)
Le Zhang, Zenglin Shi, Ming-Ming Cheng, Yun Liu, Jia-Wang Bian, Joey Tianyi Zhou, Guoyan Zheng, Zeng Zeng
Correction to "Nonlinear Regression via Deep Negative Correlation Learning". IEEE Trans. Pattern Anal. Mach. Intell. 43 (6) (2021)
Shuo Chen, Zenglin Shi, Pascal Mettes, Cees G. M. Snoek
Social Fabric: Tubelet Compositions for Video Relation Detection. CoRR (2021)
Le Zhang, Zenglin Shi, Joey Tianyi Zhou, Ming-Ming Cheng, Yun Liu, Jia-Wang Bian, Zeng Zeng, Chunhua Shen
Ordered or Orderless: A Revisit for Video Based Person Re-Identification. IEEE Trans. Pattern Anal. Mach. Intell. 43 (4) (2021)
Zenglin Shi, Pascal Mettes, Subhransu Maji, Cees G. M. Snoek
On Measuring and Controlling the Spectral Bias of the Deep Image Prior. CoRR (2021)
Zenglin Shi, Pascal Mettes, Cees Snoek
Counting With Focus for Free. ICCV (2019)
Xiahai Zhuang, Lei Li, Christian Payer, Darko Stern, Martin Urschler, Mattias P. Heinrich, Julien Oster, Chunliang Wang, Örjan Smedby, Cheng Bian, Xin Yang, Pheng-Ann Heng, Aliasghar Mortazi, Ulas Bagci, Guanyu Yang, Chenchen Sun, Gaetan Galisot, Jean-Yves Ramel, Thierry Brouard, Qianqian Tong, Weixin Si, Xiangyun Liao, Guodong Zeng, Zenglin Shi, Guoyan Zheng, Chengjia Wang, Tom J. MacGillivray, David E. Newby, Kawal S. Rhode, Sébastien Ourselin, Raad Mohiaddin, Jennifer Keegan, David N. Firmin, Guang Yang
Evaluation of Algorithms for Multi-Modality Whole Heart Segmentation: An Open-Access Grand Challenge. CoRR (2019)
Le Zhang, Zenglin Shi, Joey Tianyi Zhou, Ming-Ming Cheng, Yun Liu, Jia-Wang Bian, Zeng Zeng, Chunhua Shen
Ordered or Orderless: A Revisit for Video based Person Re-Identification. CoRR (2019)
Zenglin Shi, Pascal Mettes, Cees G. M. Snoek
Counting with Focus for Free. CoRR (2019)
Le Zhang, Zenglin Shi, Ming-Ming Cheng, Yun Liu, Jia-Wang Bian, Joey Tianyi Zhou, Guoyan Zheng, Zeng Zeng
Robust Regression via Deep Negative Correlation Learning. CoRR (2019)
Xiaofeng Cao, Baozhi Qiu, Xiangli Li, Zenglin Shi, Guandong Xu, Jianliang Xu
Multidimensional Balance-Based Cluster Boundary Detection for High-Dimensional Data. IEEE Trans. Neural Networks Learn. Syst. 30 (6) (2019)
Jia Qu, Zenglin Shi, Yangdong Ye
基于卷积特征的非平衡人群密度估计方法 (Unbalanced Crowd Density Estimation Based on Convolutional Features). 计算机科学 45 (8) (2018)
Zenglin Shi, Le Zhang, Yun Liu, Xiaofeng Cao, Yangdong Ye, Ming-Ming Cheng, Guoyan Zheng
Crowd Counting With Deep Negative Correlation Learning. CVPR (2018)
Zenglin Shi, Le Zhang, Yibo Sun, Yangdong Ye
Multiscale Multitask Deep NetVLAD for Crowd Counting. IEEE Trans. Ind. Informatics 14 (11) (2018)
Yunpeng Wu, Yangdong Ye, Chenyang Zhao, Zenglin Shi
Collective Density Clustering for Coherent Motion Detection. IEEE Trans. Multim. 20 (6) (2018)
Zenglin Shi, Guodong Zeng, Le Zhang, Xiahai Zhuang, Lei Li, Guang Yang, Guoyan Zheng
Bayesian VoxDRN: A Probabilistic Deep Voxelwise Dilated Residual Network for Whole Heart Segmentation from 3D MR Images. MICCAI (4) (2018)
Zenglin Shi, Yangdong Ye, Yunpeng Wu
Rank-based pooling for deep convolutional neural networks. Neural Networks 83 (2016)