Jiawei Yang

Affiliations:
  • Tencent AI Lab, Bellevue, USA
  • University of California, Los Angeles, Los Angeles, USA


According to our database1, Jiawei Yang authored at least 20 papers between 2020 and 2023.

Collaborative distances:
  • Dijkstra number2 of five.
  • Erdős number3 of four.

Timeline

Legend:

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PhD thesis 
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Links

On csauthors.net:

Bibliography

2023
Oral-NeXF: 3D Oral Reconstruction with Neural X-ray Field from Panoramic Imaging.
CoRR, 2023

Human-Machine Interactive Tissue Prototype Learning for Label-Efficient Histopathology Image Segmentation.
Proceedings of the Information Processing in Medical Imaging, 2023

2022
Decoupled Pyramid Correlation Network for Liver Tumor Segmentation from CT images.
CoRR, 2022

Towards better understanding and better generalization of few-shot classification in histology images with contrastive learning.
CoRR, 2022

TreeMoCo: Contrastive Neuron Morphology Representation Learning.
Proceedings of the Advances in Neural Information Processing Systems 35: Annual Conference on Neural Information Processing Systems 2022, 2022

mmFormer: Multimodal Medical Transformer for Incomplete Multimodal Learning of Brain Tumor Segmentation.
Proceedings of the Medical Image Computing and Computer Assisted Intervention - MICCAI 2022, 2022

ReMix: A General and Efficient Framework for Multiple Instance Learning Based Whole Slide Image Classification.
Proceedings of the Medical Image Computing and Computer Assisted Intervention - MICCAI 2022, 2022

Towards Better Understanding and Better Generalization of Low-shot Classification in Histology Images with Contrastive Learning.
Proceedings of the Tenth International Conference on Learning Representations, 2022

ConCL: Concept Contrastive Learning for Dense Prediction Pre-training in Pathology Images.
Proceedings of the Computer Vision - ECCV 2022, 2022

2021
Atlas-aware ConvNetfor Accurate yet Robust Anatomical Segmentation.
CoRR, 2021

OralViewer: 3D Demonstration of Dental Surgeries for Patient Education with Oral Cavity Reconstruction from a 2D Panoramic X-ray.
CoRR, 2021

Modality-Aware Mutual Learning for Multi-modal Medical Image Segmentation.
Proceedings of the Medical Image Computing and Computer Assisted Intervention - MICCAI 2021 - 24th International Conference, Strasbourg, France, September 27, 2021

TumorCP: A Simple but Effective Object-Level Data Augmentation for Tumor Segmentation.
Proceedings of the Medical Image Computing and Computer Assisted Intervention - MICCAI 2021 - 24th International Conference, Strasbourg, France, September 27, 2021

OralViewer: 3D Demonstration of Dental Surgeries for Patient Education with Oral Cavity Reconstruction from a 2D Panoramic X-ray.
Proceedings of the IUI '21: 26th International Conference on Intelligent User Interfaces, 2021

Exploring Instance-Level Uncertainty for Medical Detection.
Proceedings of the 18th IEEE International Symposium on Biomedical Imaging, 2021

T-Net: Learning Feature Representation With Task-Specific Supervision For Biomedical Image Analysis.
Proceedings of the 18th IEEE International Symposium on Biomedical Imaging, 2021

Oral-3D: Reconstructing the 3D Structure of Oral Cavity from Panoramic X-ray.
Proceedings of the Thirty-Fifth AAAI Conference on Artificial Intelligence, 2021

2020
Semi-supervised Cardiac Image Segmentation via Label Propagation and Style Transfer.
Proceedings of the Statistical Atlases and Computational Models of the Heart. M&Ms and EMIDEC Challenges, 2020

X2Teeth: 3D Teeth Reconstruction from a Single Panoramic Radiograph.
Proceedings of the Medical Image Computing and Computer Assisted Intervention - MICCAI 2020, 2020

Atlas-aware ConvNet for Accurate yet Robust Anatomical Segmentation.
Proceedings of The 12th Asian Conference on Machine Learning, 2020


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