Zhenlin Xu

According to our database, Zhenlin Xu authored at least 23 papers between 2002 and 2024.

Collaborative distances:

• Dijkstra number of four.
• Erdős number of four.

2024

Benchmarking Zero-Shot Recognition with Vision-Language Models: Challenges on Granularity and Specificity.

Zhenlin Xu, Yi Zhu, Siqi Deng, Abhay Mittal, Yanbei Chen, Manchen Wang, Paolo Favaro, Joseph Tighe, Davide Modolo

Proceedings of the IEEE/CVF Conference on Computer Vision and Pattern Recognition, 2024

Self-Supervised Multi-Object Tracking with Path Consistency.

Zijia Lu, Bing Shuai, Yanbei Chen, Zhenlin Xu, Davide Modolo

Proceedings of the IEEE/CVF Conference on Computer Vision and Pattern Recognition, 2024

2023

Challenges of Zero-Shot Recognition with Vision-Language Models: Granularity and Correctness.

Zhenlin Xu, Yi Zhu, Tiffany Deng, Abhay Mittal, Yanbei Chen, Manchen Wang, Paolo Favaro, Joseph Tighe, Davide Modolo

CoRR, 2023

SimpleClick: Interactive Image Segmentation with Simple Vision Transformers.

Qin Liu, Zhenlin Xu, Gedas Bertasius, Marc Niethammer

Proceedings of the IEEE/CVF International Conference on Computer Vision, 2023

ScaleDet: A Scalable Multi-Dataset Object Detector.

Yanbei Chen, Manchen Wang, Abhay Mittal, Zhenlin Xu, Paolo Favaro, Joseph Tighe, Davide Modolo

Proceedings of the IEEE/CVF Conference on Computer Vision and Pattern Recognition, 2023

2022

Towards Deep Visual Learning in the Wild: Data-efficiency, Robustness and Generalization.

Zhenlin Xu

PhD thesis, 2022

DADP: Dynamic abnormality detection and progression for longitudinal knee magnetic resonance images from the Osteoarthritis Initiative.

Chao Huang, Zhenlin Xu, Zhengyang Shen, Tianyou Luo, Tengfei Li, Daniel Nissman, Amanda Nelson, Yvonne Golightly, Marc Niethammer, Hongtu Zhu

Medical Image Anal., 2022

Improving Dense Contrastive Learning with Dense Negative Pairs.

Berk Iskender, Zhenlin Xu, Simon Kornblith, Enhung Chu, Maryam Khademi

CoRR, 2022

Compositional Generalization in Unsupervised Compositional Representation Learning: A Study on Disentanglement and Emergent Language.

Zhenlin Xu, Marc Niethammer, Colin Raffel

Proceedings of the Advances in Neural Information Processing Systems 35: Annual Conference on Neural Information Processing Systems 2022, 2022

iSegFormer: Interactive Segmentation via Transformers with Application to 3D Knee MR Images.

Qin Liu, Zhenlin Xu, Yining Jiao, Marc Niethammer

Proceedings of the Medical Image Computing and Computer Assisted Intervention - MICCAI 2022, 2022

2021

Robust and Generalizable Visual Representation Learning via Random Convolutions.

Zhenlin Xu, Deyi Liu, Junlin Yang, Colin Raffel, Marc Niethammer

Proceedings of the 9th International Conference on Learning Representations, 2021

2020

Robust and Generalizable Visual Representation Learning via Random Convolutions.

Zhenlin Xu, Deyi Liu, Junlin Yang, Marc Niethammer

CoRR, 2020

Anatomical Data Augmentation via Fluid-Based Image Registration.

Zhengyang Shen, Zhenlin Xu, Sahin Olut, Marc Niethammer

Proceedings of the Medical Image Computing and Computer Assisted Intervention - MICCAI 2020, 2020

A Deep Network for Joint Registration and Reconstruction of Images with Pathologies.

Xu Han, Zhengyang Shen, Zhenlin Xu, Spyridon Bakas, Hamed Akbari, Michel Bilello, Christos Davatzikos, Marc Niethammer

Proceedings of the Machine Learning in Medical Imaging - 11th International Workshop, 2020

Adversarial Data Augmentation via Deformation Statistics.

Sahin Olut, Zhengyang Shen, Zhenlin Xu, Samuel Gerber, Marc Niethammer

Proceedings of the Computer Vision - ECCV 2020, 2020

2019

DeepAtlas: Joint Semi-supervised Learning of Image Registration and Segmentation.

Zhenlin Xu, Marc Niethammer

Proceedings of the Medical Image Computing and Computer Assisted Intervention - MICCAI 2019, 2019

Networks for Joint Affine and Non-Parametric Image Registration.

Zhengyang Shen, Xu Han, Zhenlin Xu, Marc Niethammer

Proceedings of the IEEE Conference on Computer Vision and Pattern Recognition, 2019

2018

Towards Fully Mobile 3D Face, Body, and Environment Capture Using Only Head-worn Cameras.

Young-Woon Cha, True Price, Zhen Wei, Xinran Lu, Nicholas Rewkowski, Rohan Chabra, Zihe Qin, Hyounghun Kim, Zhaoqi Su, Yebin Liu, Adrian Ilie, Andrei State, Zhenlin Xu, Jan-Michael Frahm, Henry Fuchs

IEEE Trans. Vis. Comput. Graph., 2018

Contextual Additive Networks to Efficiently Boost 3D Image Segmentations.

Zhenlin Xu, Zhengyang Shen, Marc Niethammer

Proceedings of the Deep Learning in Medical Image Analysis - and - Multimodal Learning for Clinical Decision Support, 2018

The Cognitive Features of Programming Language and Natural Language.

Wen Xu, Fangqu Xu, Xiaohui Zou, Zhenlin Xu

Proceedings of the Intelligence Science II, 2018

How to Understand the Basic Graphic Analysis Method.

Zhenlin Xu, Fangqu Xu, Wen Xu, Xiaohui Zou

Proceedings of the Cognitive Systems and Signal Processing - 4th International Conference, 2018

2002

A Neural Network Online Training Algorithm Based on Compound Gradient Vector.

Zaiping Chen, Jun Li, Youjun Yue, Qiang Gao, Hui Zhao, Zhenlin Xu

Proceedings of the AI 2002: Advances in Artificial Intelligence, 2002

The Flux-Oriented Control of an Induction Machine Utilizing an Online Controller Parameter Adaptation Scheme.

Zaiping Chen, Qiang Gao, Chao Dong, Hongjin Liu, Peng Zhang, Zhenlin Xu

Proceedings of the AI 2002: Advances in Artificial Intelligence, 2002