Pengxiang Wu | DeepAI

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Featured Co-authors

Bo Liu
167 publications
Chao Chen
123 publications
Chen Feng
84 publications
Siheng Chen
75 publications
Yiming Li
71 publications
Dong Yang
63 publications
Shaoting Zhang
60 publications
Dimitris Metaxas
59 publications
Wei Fan
57 publications
Wenjun Zhang
55 publications
Dimitris N. Metaxas
46 publications

∙ 11/01/2021

Learning Distilled Collaboration Graph for Multi-Agent Perception

To promote better performance-bandwidth trade-off for multi-agent percep...

13 Yiming Li, et al. ∙

∙ 06/14/2021

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

Instance segmentation is of great importance for many biological applica...

10 Jingru Yi, et al. ∙

∙ 03/13/2021

Learning with Feature-Dependent Label Noise: A Progressive Approach

Label noise is frequently observed in real-world large-scale datasets. T...

9 Yikai Zhang, et al. ∙

∙ 12/09/2020

A Topological Filter for Learning with Label Noise

Noisy labels can impair the performance of deep neural networks. To tack...

9 Pengxiang Wu, et al. ∙

∙ 11/19/2020

Error-Bounded Correction of Noisy Labels

To collect large scale annotated data, it is inevitable to introduce lab...

2 Songzhu Zheng, et al. ∙

∙ 08/19/2020

Enhanced MRI Reconstruction Network using Neural Architecture Search

The accurate reconstruction of under-sampled magnetic resonance imaging ...

44 Qiaoying Huang, et al. ∙

∙ 08/18/2020

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

The 3D volumetric shape of the heart's left ventricle (LV) myocardium (M...

16 Meng Ye, et al. ∙

∙ 08/17/2020

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

Oriented object detection in aerial images is a challenging task as the ...

4 Jingru Yi, et al. ∙

∙ 07/10/2020

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

Nuclei segmentation is a fundamental task in histopathology image analys...

12 Hui Qu, et al. ∙

∙ 03/15/2020

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

The ability to reliably perceive the environmental states, particularly ...

13 Pengxiang Wu, et al. ∙

∙ 01/09/2020

Vertebra-Focused Landmark Detection for Scoliosis Assessment

Adolescent idiopathic scoliosis (AIS) is a lifetime disease that arises ...

46 Jingru Yi, et al. ∙

∙ 11/25/2019

Point Cloud Processing via Recurrent Set Encoding

We present a new permutation-invariant network for 3D point cloud proces...

34 Pengxiang Wu, et al. ∙

∙ 11/20/2019

Object-Guided Instance Segmentation for Biological Images

Instance segmentation of biological images is essential for studying obj...

21 Jingru Yi, et al. ∙

∙ 09/27/2019

ASSD: Attentive Single Shot Multibox Detector

This paper proposes a new deep neural network for object detection. The ...

12 Jingru Yi, et al. ∙

∙ 07/22/2019

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

Most existing methods handle cell instance segmentation problems directl...

0 Jingru Yi, et al. ∙

∙ 10/18/2018

MRI Reconstruction via Cascaded Channel-wise Attention Network

We consider an MRI reconstruction problem with input of k-space data at ...

0 Qiaoying Huang, et al. ∙

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