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Dimitris N. Metaxas

Rutgers University

Mixed Supervision Learning for Whole Slide Image Classification


Jul 05, 2021
Jiahui Li, Wen Chen, Xiaodi Huang, Zhiqiang Hu, Qi Duan, Hongsheng Li, Dimitris N. Metaxas, Shaoting Zhang


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Improved Transformer for High-Resolution GANs


Jun 14, 2021
Long Zhao, Zizhao Zhang, Ting Chen, Dimitris N. Metaxas, Han Zhang

* Preprint 

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Object-Guided Instance Segmentation With Auxiliary Feature Refinement for Biological Images


Jun 14, 2021
Jingru Yi, Pengxiang Wu, Hui Tang, Bo Liu, Qiaoying Huang, Hui Qu, Lianyi Han, Wei Fan, Daniel J. Hoeppner, Dimitris N. Metaxas

* Accepted in TMI 

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More Than Just Attention: Learning Cross-Modal Attentions with Contrastive Constraints


May 20, 2021
Yuxiao Chen, Jianbo Yuan, Long Zhao, Rui Luo, Larry Davis, Dimitris N. Metaxas


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A Good Image Generator Is What You Need for High-Resolution Video Synthesis


Apr 30, 2021
Yu Tian, Jian Ren, Menglei Chai, Kyle Olszewski, Xi Peng, Dimitris N. Metaxas, Sergey Tulyakov

* Accepted to ICLR 2021 

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SCPM-Net: An Anchor-free 3D Lung Nodule Detection Network using Sphere Representation and Center Points Matching


Apr 12, 2021
Xiangde Luo, Tao Song, Guotai Wang, Jieneng Chen, Yinan Chen, Kang Li, Dimitris N. Metaxas, Shaoting Zhang

* An extension of this paper https://link.springer.com/chapter/10.1007/978-3-030-59725-2_53 (MICCAI2020 early accept), the first two authors contributed equally. Code: https://github.com/HiLab-git/SCPM-Net 

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Deep Animation Video Interpolation in the Wild


Apr 06, 2021
Li Siyao, Shiyu Zhao, Weijiang Yu, Wenxiu Sun, Dimitris N. Metaxas, Chen Change Loy, Ziwei Liu

* Accepted by CVPR21 

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FocusNetv2: Imbalanced Large and Small Organ Segmentation with Adversarial Shape Constraint for Head and Neck CT Images


Apr 05, 2021
Yunhe Gao, Rui Huang, Yiwei Yang, Jie Zhang, Kainan Shao, Changjuan Tao, Yuanyuan Chen, Dimitris N. Metaxas, Hongsheng Li, Ming Chen

* Accepted by Medical Image Analysis 

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Variational Bayesian Sequence-to-Sequence Networks for Memory-Efficient Sign Language Translation


Feb 11, 2021
Harris Partaourides, Andreas Voskou, Dimitrios Kosmopoulos, Sotirios Chatzis, Dimitris N. Metaxas


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Multi-modal AsynDGAN: Learn From Distributed Medical Image Data without Sharing Private Information


Dec 15, 2020
Qi Chang, Zhennan Yan, Lohendran Baskaran, Hui Qu, Yikai Zhang, Tong Zhang, Shaoting Zhang, Dimitris N. Metaxas

* arXiv admin note: text overlap with arXiv:2006.00080 

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Learning Trailer Moments in Full-Length Movies


Aug 19, 2020
Lezi Wang, Dong Liu, Rohit Puri, Dimitris N. Metaxas

* Accepted by ECCV2020 

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Weakly Supervised Deep Nuclei Segmentation Using Partial Points Annotation in Histopathology Images


Jul 10, 2020
Hui Qu, Pengxiang Wu, Qiaoying Huang, Jingru Yi, Zhennan Yan, Kang Li, Gregory M. Riedlinger, Subhajyoti De, Shaoting Zhang, Dimitris N. Metaxas

* 12 pages 

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Knowledge as Priors: Cross-Modal Knowledge Generalization for Datasets without Superior Knowledge


Apr 01, 2020
Long Zhao, Xi Peng, Yuxiao Chen, Mubbasir Kapadia, Dimitris N. Metaxas

* In CVPR 2020. (15 pages including supplementary material) 

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Vertebra-Focused Landmark Detection for Scoliosis Assessment


Jan 09, 2020
Jingru Yi, Pengxiang Wu, Qiaoying Huang, Hui Qu, Dimitris N. Metaxas

* Accepted to ISBI2020 

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Object-Guided Instance Segmentation for Biological Images


Nov 20, 2019
Jingru Yi, Hui Tang, Pengxiang Wu, Bo Liu, Daniel J. Hoeppner, Dimitris N. Metaxas, Lianyi Han, Wei Fan

* accepted to AAAI2020 

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Rethinking Kernel Methods for Node Representation Learning on Graphs


Oct 06, 2019
Yu Tian, Long Zhao, Xi Peng, Dimitris N. Metaxas

* Accepted to NeurIPS 2019. The first two authors contributed equally. The source code is publicly available at https://github.com/bluer555/KernelGCN 

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ASSD: Attentive Single Shot Multibox Detector


Sep 27, 2019
Jingru Yi, Pengxiang Wu, Dimitris N. Metaxas

* accepted by Computer Vision and Image Understanding 

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2nd Place Solution to the GQA Challenge 2019


Aug 16, 2019
Shijie Geng, Ji Zhang, Hang Zhang, Ahmed Elgammal, Dimitris N. Metaxas


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Collaborative Multi-agent Learning for MR Knee Articular Cartilage Segmentation


Aug 13, 2019
Chaowei Tan, Zhennan Yan, Shaoting Zhang, Kang Li, Dimitris N. Metaxas


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Greedy AutoAugment


Aug 02, 2019
Alireza Naghizadeh, Mohammadsajad Abavisani, Dimitris N. Metaxas


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Multi-scale Cell Instance Segmentation with Keypoint Graph based Bounding Boxes


Jul 25, 2019
Jingru Yi, Pengxiang Wu, Qiaoying Huang, Hui Qu, Bo Liu, Daniel J. Hoeppner, Dimitris N. Metaxas

* accepted by MICCAI 2019 

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Construct Dynamic Graphs for Hand Gesture Recognition via Spatial-Temporal Attention


Jul 20, 2019
Yuxiao Chen, Long Zhao, Xi Peng, Jianbo Yuan, Dimitris N. Metaxas


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Semantic Graph Convolutional Networks for 3D Human Pose Regression


Apr 06, 2019
Long Zhao, Xi Peng, Yu Tian, Mubbasir Kapadia, Dimitris N. Metaxas

* In IEEE Conference on Computer Vision and Pattern Recognition (CVPR), 2019. (13 pages including supplementary material) 

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CU-Net: Coupled U-Nets


Aug 20, 2018
Zhiqiang Tang, Xi Peng, Shijie Geng, Yizhe Zhu, Dimitris N. Metaxas

* BMVC 2018 (Oral) 

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CR-GAN: Learning Complete Representations for Multi-view Generation


Jun 28, 2018
Yu Tian, Xi Peng, Long Zhao, Shaoting Zhang, Dimitris N. Metaxas

* 7 pages, 9 figures, accepted by IJCAI 2018 

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Sketch-Based Face Editing in Videos Using Identity Deformation Transfer


May 31, 2018
Long Zhao, Fangda Han, Xi Peng, Xun Zhang, Mubbasir Kapadia, Vladimir Pavlovic, Dimitris N. Metaxas


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Scenarios: A New Representation for Complex Scene Understanding


Feb 16, 2018
Zachary A. Daniels, Dimitris N. Metaxas


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RED-Net: A Recurrent Encoder-Decoder Network for Video-based Face Alignment


Jan 17, 2018
Xi Peng, Rogerio S. Feris, Xiaoyu Wang, Dimitris N. Metaxas

* International Journal of Computer Vision. arXiv admin note: text overlap with arXiv:1608.05477 

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