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Learning Distilled Collaboration Graph for Multi-Agent Perception


Nov 01, 2021
Yiming Li, Shunli Ren, Pengxiang Wu, Siheng Chen, Chen Feng, Wenjun Zhang

* Accepted to 35th Conference on Neural Information Processing Systems (NeurIPS 2021) 

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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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Learning with Feature-Dependent Label Noise: A Progressive Approach


Mar 27, 2021
Yikai Zhang, Songzhu Zheng, Pengxiang Wu, Mayank Goswami, Chao Chen

* ICLR 2021 (Spotlight) 

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A Topological Filter for Learning with Label Noise


Dec 09, 2020
Pengxiang Wu, Songzhu Zheng, Mayank Goswami, Dimitris Metaxas, Chao Chen

* NeurIPS 2020 

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Error-Bounded Correction of Noisy Labels


Nov 19, 2020
Songzhu Zheng, Pengxiang Wu, Aman Goswami, Mayank Goswami, Dimitris Metaxas, Chao Chen


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Oriented Object Detection in Aerial Images with Box Boundary-Aware Vectors


Aug 29, 2020
Jingru Yi, Pengxiang Wu, Bo Liu, Qiaoying Huang, Hui Qu, Dimitris Metaxas

* Accepted to WACV2021 

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Enhanced MRI Reconstruction Network using Neural Architecture Search


Aug 19, 2020
Qiaoying Huang, Dong Yang, Yikun Xian, Pengxiang Wu, Jingru Yi, Hui Qu, Dimitris Metaxas

* 10 pages. Code will be released soon 

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PC-U Net: Learning to Jointly Reconstruct and Segment the Cardiac Walls in 3D from CT Data


Aug 18, 2020
Meng Ye, Qiaoying Huang, Dong Yang, Pengxiang Wu, Jingru Yi, Leon Axel, Dimitris Metaxas


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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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MotionNet: Joint Perception and Motion Prediction for Autonomous Driving Based on Bird's Eye View Maps


Mar 15, 2020
Pengxiang Wu, Siheng Chen, Dimitris Metaxas

* CVPR 2020 

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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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Point Cloud Processing via Recurrent Set Encoding


Nov 25, 2019
Pengxiang Wu, Chao Chen, Jingru Yi, Dimitris Metaxas

* AAAI2019 

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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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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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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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MRI Reconstruction via Cascaded Channel-wise Attention Network


Oct 18, 2018
Qiaoying Huang, Dong Yang, Pengxiang Wu, Hui Qu, Jingru Yi, Dimitris Metaxas

* 4 pages, 2 figures 

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