Zhengyang Shen

According to our database, Zhengyang Shen authored at least 31 papers between 2015 and 2024.

Collaborative distances:

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

2024

Efficient learning of Scale-Adaptive Nearly Affine Invariant Networks.

Zhengyang Shen, Yeqing Qiu, Jialun Liu, Lingshen He, Zhouchen Lin

Neural Networks, 2024

HD-Fusion: Detailed Text-to-3D Generation Leveraging Multiple Noise Estimation.

Jinbo Wu, Xiaobo Gao, Xing Liu, Zhengyang Shen, Chen Zhao, Haocheng Feng, Jingtuo Liu, Errui Ding

Proceedings of the IEEE/CVF Winter Conference on Applications of Computer Vision, 2024

FltLM: An Intergrated Long-Context Large Language Model for Effective Context Filtering and Understanding.

Jingyang Deng, Zhengyang Shen, Boyang Wang, Lixin Su, Suqi Cheng, Ying Nie, Junfeng Wang, Dawei Yin, Jinwen Ma

Proceedings of the ECAI 2024 - 27th European Conference on Artificial Intelligence, 19-24 October 2024, Santiago de Compostela, Spain, 2024

2023

Optimization-inspired manual architecture design and neural architecture search.

Yibo Yang, Zhengyang Shen, Huan Li, Zhouchen Lin

Sci. China Inf. Sci., November, 2023

Neural ePDOs: Spatially Adaptive Equivariant Partial Differential Operator Based Networks.

Lingshen He, Yuxuan Chen, Zhengyang Shen, Yibo Yang, Zhouchen Lin

Proceedings of the Eleventh International Conference on Learning Representations, 2023

Spectral Graphormer: Spectral Graph-based Transformer for Egocentric Two-Hand Reconstruction using Multi-View Color Images.

Tze Ho Elden Tse, Franziska Mueller, Zhengyang Shen, Danhang Tang, Thabo Beeler, Mingsong Dou, Yinda Zhang, Sasa Petrovic, Hyung Jin Chang, Jonathan Taylor, Bardia Doosti

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

2022

Accurate, Fast and Controllable Image and Point Cloud Registration.

Zhengyang Shen

PhD thesis, 2022

Geo-Metric: A Perceptual Dataset of Distortions on Faces.

Krzysztof Wolski, Laura C. Trutoiu, Zhao Dong, Zhengyang Shen, Kevin Mackenzie, Alexandre Chapiro

ACM Trans. Graph., 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

PDO-s3DCNNs: Partial Differential Operator Based Steerable 3D CNNs.

Zhengyang Shen, Tao Hong, Qi She, Jinwen Ma, Zhouchen Lin

Proceedings of the International Conference on Machine Learning, 2022

2021

How Incomplete is Contrastive Learning? An Inter-intra Variant Dual Representation Method for Self-supervised Video Recognition.

Lin Zhang, Qi She, Zhengyang Shen, Changhu Wang

CoRR, 2021

PDO-eS²CNNs: Partial Differential Operator Based Equivariant Spherical CNNs.

Zhengyang Shen, Tiancheng Shen, Zhouchen Lin, Jinwen Ma

CoRR, 2021

Accurate Point Cloud Registration with Robust Optimal Transport.

Zhengyang Shen, Jean Feydy, Peirong Liu, Ariel Hernán Curiale, Rubén San José Estépar, Raúl San José Estépar, Marc Niethammer

Proceedings of the Advances in Neural Information Processing Systems 34: Annual Conference on Neural Information Processing Systems 2021, 2021

Efficient Equivariant Network.

Lingshen He, Yuxuan Chen, Zhengyang Shen, Yiming Dong, Yisen Wang, Zhouchen Lin

Proceedings of the Advances in Neural Information Processing Systems 34: Annual Conference on Neural Information Processing Systems 2021, 2021

Inter-intra Variant Dual Representations for Self-supervised Video Recognition.

Lin Zhang, Qi She, Zhengyang Shen, Changhu Wang

Proceedings of the 32nd British Machine Vision Conference 2021, 2021

PDO-eS2CNNs: Partial Differential Operator Based Equivariant Spherical CNNs.

Zhengyang Shen, Tiancheng Shen, Zhouchen Lin, Jinwen Ma

Proceedings of the Thirty-Fifth AAAI Conference on Artificial Intelligence, 2021

2020

Weakly Supervised Temporal Action Localization by Multi-Stage Fusion Network.

Zhengyang Shen, Feng Wang, Jin Dai

IEEE Access, 2020

Fluid Registration Between Lung CT and Stationary Chest Tomosynthesis Images.

Lin Tian, Connor Puett, Peirong Liu, Zhengyang Shen, Stephen R. Aylward, Yueh Z. Lee, Marc Niethammer

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

PDO-eConvs: Partial Differential Operator Based Equivariant Convolutions.

Zhengyang Shen, Lingshen He, Zhouchen Lin, Jinwen Ma

Proceedings of the 37th International Conference on Machine Learning, 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

Region-specific Diffeomorphic Metric Mapping.

Zhengyang Shen, François-Xavier Vialard, Marc Niethammer

Proceedings of the Advances in Neural Information Processing Systems 32: Annual Conference on Neural Information Processing Systems 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

End-to-end subtitle detection and recognition for videos in East Asian languages via CNN ensemble.

Yan Xu, Siyuan Shan, Ziming Qiu, Zhipeng Jia, Zhengyang Shen, Yipei Wang, Mengfei Shi, Eric I-Chao Chang

Signal Process. Image Commun., 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

2017

Learning multi-level features for sensor-based human action recognition.

Yan Xu, Zhengyang Shen, Xin Zhang, Yifan Gao, Shujian Deng, Yipei Wang, Yubo Fan, Eric I-Chao Chang

Pervasive Mob. Comput., 2017

Parallel multiple instance learning for extremely large histopathology image analysis.

Yan Xu, Yeshu Li, Zhengyang Shen, Ziwei Wu, Teng Gao, Yubo Fan, Maode Lai, Eric I-Chao Chang

BMC Bioinform., 2017

2016

End-to-End Subtitle Detection and Recognition for Videos in East Asian Languages via CNN Ensemble with Near-Human-Level Performance.

Yan Xu, Siyuan Shan, Ziming Qiu, Zhipeng Jia, Zhengyang Shen, Yipei Wang, Mengfei Shi, Eric I-Chao Chang

CoRR, 2016

2015

Order Picking with Head-Up Displays.

Anhong Guo, Xiaolong Wu, Zhengyang Shen, Thad Starner, Hannes Baumann, Scott M. Gilliland

Computer, 2015

Comparing order picking assisted by head-up display versus pick-by-light with explicit pick confirmation.

Xiaolong Wu, Malcolm Gibran Haynes, Yixin Zhang, Ziyi Jiang, Zhengyang Shen, Anhong Guo, Thad Starner, Scott M. Gilliland

Proceedings of the 2015 ACM International Symposium on Wearable Computers, 2015