Pengxiang Wu

Publication Activity (10 Years)

Years Active: 2015-2024
Publications (10 Years): 59

Top Topics

Weakly Supervised

Histopathology Images

Top Venues

Medical Image Anal.

Publications

Hanyu Wang, Pengxiang Wu, Kevin Dela Rosa, Chen Wang, Abhinav Shrivastava
Multimodality-guided Image Style Transfer using Cross-modal GAN Inversion. WACV (2024)
Yikai Zhang, Songzhu Zheng, Mina Dalirrooyfard, Pengxiang Wu, Anderson Schneider, Anant Raj, Yuriy Nevmyvaka, Chao Chen
Learning to Abstain From Uninformative Data. Trans. Mach. Learn. Res. 2024 (2024)
Pengxiang Wu, Siman Wang, Kevin Dela Rosa, Derek Hao Hu
FORB: A Flat Object Retrieval Benchmark for Universal Image Embedding. NeurIPS (2023)
Pengxiang Wu, Siman Wang, Kevin Dela Rosa, Derek Hao Hu
FORB: A Flat Object Retrieval Benchmark for Universal Image Embedding. CoRR (2023)
Shishira R. Maiya, Sharath Girish, Max Ehrlich, Hanyu Wang, Kwot Sin Lee, Patrick Poirson, Pengxiang Wu, Chen Wang, Abhinav Shrivastava
NIRVANA: Neural Implicit Representations of Videos with Adaptive Networks and Autoregressive Patch-Wise Modeling. CVPR (2023)
Hanyu Wang, Pengxiang Wu, Kevin Dela Rosa, Chen Wang, Abhinav Shrivastava
Multimodality-guided Image Style Transfer using Cross-modal GAN Inversion. CoRR (2023)
Yikai Zhang, Songzhu Zheng, Mina Dalirrooyfard, Pengxiang Wu, Anderson Schneider, Anant Raj, Yuriy Nevmyvaka, Chao Chen
Learning to Abstain From Uninformative Data. CoRR (2023)
Shishira R. Maiya, Sharath Girish, Max Ehrlich, Hanyu Wang, Kwot Sin Lee, Patrick Poirson, Pengxiang Wu, Chen Wang, Abhinav Shrivastava
NIRVANA: Neural Implicit Representations of Videos with Adaptive Networks and Autoregressive Patch-wise Modeling. CoRR (2022)
Qiaoying Huang, Yikun Xian, Dong Yang, Hui Qu, Jingru Yi, Pengxiang Wu, Dimitris N. Metaxas
Dynamic MRI reconstruction with end-to-end motion-guided network. Medical Image Anal. 68 (2021)
Jingru Yi, Pengxiang Wu, Bo Liu, Qiaoying Huang, Hui Qu, Dimitris N. Metaxas
Oriented Object Detection in Aerial Images with Box Boundary-Aware Vectors. WACV (2021)
Jingru Yi, Pengxiang Wu, Hui Tang, Bo Liu, Qiaoying Huang, Hui Qu, Lianyi Han, Wei Fan, Daniel J. Hoeppner, Dimitris N. Metaxas
Object-Guided Instance Segmentation With Auxiliary Feature Refinement for Biological Images. IEEE Trans. Medical Imaging 40 (9) (2021)
Yikai Zhang, Songzhu Zheng, Pengxiang Wu, Mayank Goswami, Chao Chen
Learning with Feature-Dependent Label Noise: A Progressive Approach. ICLR (2021)
Yiming Li, Shunli Ren, Pengxiang Wu, Siheng Chen, Chen Feng, Wenjun Zhang
Learning Distilled Collaboration Graph for Multi-Agent Perception. CoRR (2021)
Yikai Zhang, Songzhu Zheng, Pengxiang Wu, Mayank Goswami, Chao Chen
Learning with Feature-Dependent Label Noise: A Progressive Approach. CoRR (2021)
Yiming Li, Shunli Ren, Pengxiang Wu, Siheng Chen, Chen Feng, Wenjun Zhang
Learning Distilled Collaboration Graph for Multi-Agent Perception. NeurIPS (2021)
Jingru Yi, Pengxiang Wu, Hui Tang, Bo Liu, Qiaoying Huang, Hui Qu, Lianyi Han, Wei Fan, Daniel J. Hoeppner, Dimitris N. Metaxas
Object-Guided Instance Segmentation With Auxiliary Feature Refinement for Biological Images. CoRR (2021)
Jingru Yi, Pengxiang Wu, Bo Liu, Qiaoying Huang, Hui Qu, Dimitris N. Metaxas
Oriented Object Detection in Aerial Images with Box Boundary-Aware Vectors. CoRR (2020)
Meng Ye, Qiaoying Huang, Dong Yang, Pengxiang Wu, Jingru Yi, Leon Axel, Dimitris N. Metaxas
PC-U Net: Learning to Jointly Reconstruct and Segment the Cardiac Walls in 3D from CT Data. M&Ms and EMIDEC/STACOM@MICCAI (2020)
Qiaoying Huang, Dong Yang, Yikun Xian, Pengxiang Wu, Jingru Yi, Hui Qu, Dimitris N. Metaxas
Enhanced MRI Reconstruction Network Using Neural Architecture Search. MLMI@MICCAI (2020)
Jingru Yi, Pengxiang Wu, Qiaoying Huang, Hui Qu, Dimitris N. Metaxas
Vertebra-Focused Landmark Detection for Scoliosis Assessment. CoRR (2020)
Pengxiang Wu, Qiaoying Huang, Jingru Yi, Hui Qu, Meng Ye, Leon Axel, Dimitris N. Metaxas
Cardiac MR Image Sequence Segmentation with Temporal Motion Encoding. ECCV Workshops (1) (2020)
Hui Qu, Pengxiang Wu, Qiaoying Huang, Jingru Yi, Zhennan Yan, Kang Li, Gregory M. Riedlinger, Subhajyoti De, Shaoting Zhang, Dimitris N. Metaxas
Weakly Supervised Deep Nuclei Segmentation Using Partial Points Annotation in Histopathology Images. CoRR (2020)
Yingheng Tang, Keisuke Kojima, Toshiaki Koike-Akino, Ye Wang, Pengxiang Wu, Mohammad H. Tahersima, Devesh K. Jha, Kieran Parsons, Minghao Qi
Generative Deep Learning Model for a Multi-Level Nano-Optic Broadband Power Splitter. OFC (2020)
Songzhu Zheng, Pengxiang Wu, Aman Goswami, Mayank Goswami, Dimitris N. Metaxas, Chao Chen
Error-Bounded Correction of Noisy Labels. ICML (2020)
Hui Qu, Pengxiang Wu, Qiaoying Huang, Jingru Yi, Zhennan Yan, Kang Li, Gregory M. Riedlinger, Subhajyoti De, Shaoting Zhang, Dimitris N. Metaxas
Weakly Supervised Deep Nuclei Segmentation Using Partial Points Annotation in Histopathology Images. IEEE Trans. Medical Imaging 39 (11) (2020)
Qiaoying Huang, Dong Yang, Yikun Xian, Pengxiang Wu, Jingru Yi, Hui Qu, Dimitris N. Metaxas
Enhanced MRI Reconstruction Network using Neural Architecture Search. CoRR (2020)
Pengxiang Wu, Siheng Chen, Dimitris N. Metaxas
MotionNet: Joint Perception and Motion Prediction for Autonomous Driving Based on Bird's Eye View Maps. CVPR (2020)
Pengxiang Wu, Siheng Chen, Dimitris N. Metaxas
MotionNet: Joint Perception and Motion Prediction for Autonomous Driving Based on Bird's Eye View Maps. CoRR (2020)
Jingru Yi, Pengxiang Wu, Qiaoying Huang, Hui Qu, Dimitris N. Metaxas
Vertebra-Focused Landmark Detection for Scoliosis Assessment. ISBI (2020)
Jingru Yi, Hui Tang, Pengxiang Wu, Bo Liu, Daniel J. Hoeppner, Dimitris N. Metaxas, Lianyi Han, Wei Fan
Object-Guided Instance Segmentation for Biological Images. AAAI (2020)
Meng Ye, Qiaoying Huang, Dong Yang, Pengxiang Wu, Jingru Yi, Leon Axel, Dimitris N. Metaxas
PC-U Net: Learning to Jointly Reconstruct and Segment the Cardiac Walls in 3D from CT Data. CoRR (2020)
Pengxiang Wu, Songzhu Zheng, Mayank Goswami, Dimitris N. Metaxas, Chao Chen
A Topological Filter for Learning with Label Noise. NeurIPS (2020)
Hui Qu, Jingru Yi, Qiaoying Huang, Pengxiang Wu, Dimitris N. Metaxas
Nuclei Segmentation Using Mixed Points and Masks Selected From Uncertainty. ISBI (2020)
Songzhu Zheng, Pengxiang Wu, Aman Goswami, Mayank Goswami, Dimitris N. Metaxas, Chao Chen
Error-Bounded Correction of Noisy Labels. CoRR (2020)
Pengxiang Wu, Songzhu Zheng, Mayank Goswami, Dimitris N. Metaxas, Chao Chen
A Topological Filter for Learning with Label Noise. CoRR (2020)
Hui Qu, Pengxiang Wu, Qiaoying Huang, Jingru Yi, Gregory M. Riedlinger, Subhajyoti De, Dimitris N. Metaxas
Weakly Supervised Deep Nuclei Segmentation using Points Annotation in Histopathology Images. MIDL (2019)
Jingru Yi, Hui Tang, Pengxiang Wu, Bo Liu, Daniel J. Hoeppner, Dimitris N. Metaxas, Lianyi Han, Wei Fan
Object-Guided Instance Segmentation for Biological Images. CoRR (2019)
Pengxiang Wu, Chao Chen, Jingru Yi, Dimitris N. Metaxas
Point Cloud Processing via Recurrent Set Encoding. AAAI (2019)
Hui Qu, Gregory M. Riedlinger, Pengxiang Wu, Qiaoying Huang, Jingru Yi, Subhajyoti De, Dimitris N. Metaxas
Joint Segmentation and Fine-Grained Classification of Nuclei in Histopathology Images. ISBI (2019)
Jingru Yi, Pengxiang Wu, Dimitris N. Metaxas
ASSD: Attentive single shot multibox detector. Comput. Vis. Image Underst. 189 (2019)
Qiaoying Huang, Dong Yang, Pengxiang Wu, Hui Qu, Jingru Yi, Dimitris N. Metaxas
MRI Reconstruction Via Cascaded Channel-Wise Attention Network. ISBI (2019)
Jingru Yi, Pengxiang Wu, Qiaoying Huang, Hui Qu, Daniel J. Hoeppner, Dimitris N. Metaxas
Online Neural Cell Tracking Using Blob-Seed Segmentation and Optical Flow. CVPR Workshops (2019)
Jingru Yi, Pengxiang Wu, Qiaoying Huang, Hui Qu, Bo Liu, Daniel J. Hoeppner, Dimitris N. Metaxas
Multi-scale Cell Instance Segmentation with Keypoint Graph Based Bounding Boxes. MICCAI (1) (2019)
Qiaoying Huang, Dong Yang, Hui Qu, Jingru Yi, Pengxiang Wu, Dimitris N. Metaxas
Dynamic MRI Reconstruction with Motion-Guided Network. MIDL (2019)
Pengxiang Wu, Chao Chen, Jingru Yi, Dimitris N. Metaxas
Point Cloud Processing via Recurrent Set Encoding. CoRR (2019)
Pengxiang Wu, Hui Qu, Jingru Yi, Qiaoying Huang, Chao Chen, Dimitris N. Metaxas
Deep Attentive Feature Learning for Histopathology Image Classification. ISBI (2019)
Jingru Yi, Pengxiang Wu, Menglin Jiang, Qiaoying Huang, Daniel J. Hoeppner, Dimitris N. Metaxas
Attentive neural cell instance segmentation. Medical Image Anal. 55 (2019)
Jingru Yi, Pengxiang Wu, Qiaoying Huang, Hui Qu, Daniel J. Hoeppner, Dimitris N. Metaxas
Context-Refined Neural Cell Instance Segmentation. ISBI (2019)
Jingru Yi, Pengxiang Wu, Dimitris N. Metaxas
ASSD: Attentive Single Shot Multibox Detector. CoRR (2019)
Jingru Yi, Pengxiang Wu, Qiaoying Huang, Hui Qu, Bo Liu, Daniel J. Hoeppner, Dimitris N. Metaxas
Multi-scale Cell Instance Segmentation with Keypoint Graph based Bounding Boxes. CoRR (2019)
Xudong Zhang, Pengxiang Wu, Changhe Yuan, Yusu Wang, Dimitris N. Metaxas, Chao Chen
Heuristic Search for Homology Localization Problem and Its Application in Cardiac Trabeculae Reconstruction. IJCAI (2019)
Qiaoying Huang, Dong Yang, Pengxiang Wu, Hui Qu, Jingru Yi, Dimitris N. Metaxas
MRI Reconstruction via Cascaded Channel-wise Attention Network. CoRR (2018)
Jingru Yi, Pengxiang Wu, Menglin Jiang, Daniel J. Hoeppner, Dimitris N. Metaxas
Instance Segmentation of Neural Cells. ECCV Workshops (6) (2018)
Jingru Yi, Pengxiang Wu, Daniel J. Hoeppner, Dimitris N. Metaxas
Pixel-wise neural cell instance segmentation. ISBI (2018)
Chaowei Tan, Kang Li, Zhennan Yan, Jingru Yi, Pengxiang Wu, Hui Jing Yu, Klaus Engelke, Dimitris N. Metaxas
Towards large-scale MR thigh image analysis via an integrated quantification framework. Neurocomputing 229 (2017)
Jingru Yi, Pengxiang Wu, Daniel J. Hoeppner, Dimitris N. Metaxas
Fast Neural Cell Detection Using Light-Weight SSD Neural Network. CVPR Workshops (2017)
Pengxiang Wu, Chao Chen, Yusu Wang, Shaoting Zhang, Changhe Yuan, Zhen Qian, Dimitris N. Metaxas, Leon Axel
Optimal Topological Cycles and Their Application in Cardiac Trabeculae Restoration. IPMI (2017)
Chao Chen, Dimitris N. Metaxas, Yusu Wang, Pengxiang Wu
Cardiac Trabeculae Segmentation: an Application of Computational Topology (Multimedia Contribution). SoCG (2017)
Dong Yang, Pengxiang Wu, Chaowei Tan, Kilian M. Pohl, Leon Axel, Dimitris N. Metaxas
3D Motion Modeling and Reconstruction of Left Ventricle Wall in Cardiac MRI. FIMH (2017)
Pengxiang Wu, Jingru Yi, Gang Zhao, Zhangjin Huang, Bensheng Qiu, Dayong Gao
Active Contour-Based Cell Segmentation During Freezing and Its Application in Cryopreservation. IEEE Trans. Biomed. Eng. 62 (1) (2015)