Dewen Zeng

According to our database1, Dewen Zeng authored at least 39 papers between 2012 and 2024.

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

Timeline

Legend:

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PhD thesis 
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Links

On csauthors.net:

Bibliography

2024
Contrastive Learning with Synthetic Positives.
CoRR, 2024

Enhancing 3D Transformer Segmentation Model for Medical Image with Token-level Representation Learning.
CoRR, 2024

Robust Implementation of Retrieval-Augmented Generation on Edge-based Computing-in-Memory Architectures.
CoRR, 2024

Achieving Fairness Through Channel Pruning for Dermatological Disease Diagnosis.
Proceedings of the Medical Image Computing and Computer Assisted Intervention - MICCAI 2024, 2024

2023
Self-Supervised On-Device Federated Learning From Unlabeled Streams.
IEEE Trans. Comput. Aided Des. Integr. Circuits Syst., December, 2023

Learning to Skip for Language Modeling.
CoRR, 2023

Additional Positive Enables Better Representation Learning for Medical Images.
Proceedings of the Medical Image Computing and Computer Assisted Intervention - MICCAI 2023, 2023

Synthetic Data Can Also Teach: Synthesizing Effective Data for Unsupervised Visual Representation Learning.
Proceedings of the Thirty-Seventh AAAI Conference on Artificial Intelligence, 2023

2022
Distributed contrastive learning for medical image segmentation.
Medical Image Anal., 2022

FedCoCo: A Memory Efficient Federated Self-supervised Framework for On-Device Visual Representation Learning.
CoRR, 2022

Federated Self-Supervised Contrastive Learning and Masked Autoencoder for Dermatological Disease Diagnosis.
CoRR, 2022

Federated Contrastive Learning for Dermatological Disease Diagnosis via On-device Learning.
CoRR, 2022

Learn by Challenging Yourself: Contrastive Visual Representation Learning with Hard Sample Generation.
CoRR, 2022

FairPrune: Achieving Fairness Through Pruning for Dermatological Disease Diagnosis.
Proceedings of the Medical Image Computing and Computer Assisted Intervention - MICCAI 2022, 2022

Decentralized Unsupervised Learning of Visual Representations.
Proceedings of the Thirty-First International Joint Conference on Artificial Intelligence, 2022

Maiby's Algorithm: A Two-Stage Deep Learning Approach for Murmur Detection in Mel Spectrograms for Automatic Auscultation of Congenital Heart Disease.
Proceedings of the Computing in Cardiology, 2022

2021
Distributed Unsupervised Visual Representation Learning with Fused Features.
CoRR, 2021

Hardware-aware Real-time Myocardial Segmentation Quality Control in Contrast Echocardiography.
CoRR, 2021

Positional Contrastive Learning for Volumetric Medical Image Segmentation.
Proceedings of the Medical Image Computing and Computer Assisted Intervention - MICCAI 2021 - 24th International Conference, Strasbourg, France, September 27, 2021

Federated Contrastive Learning for Volumetric Medical Image Segmentation.
Proceedings of the Medical Image Computing and Computer Assisted Intervention - MICCAI 2021 - 24th International Conference, Strasbourg, France, September 27, 2021

Semi-supervised Contrastive Learning for Label-Efficient Medical Image Segmentation.
Proceedings of the Medical Image Computing and Computer Assisted Intervention - MICCAI 2021 - 24th International Conference, Strasbourg, France, September 27, 2021

Towards Efficient Human-Machine Collaboration: Real-Time Correction Effort Prediction for Ultrasound Data Acquisition.
Proceedings of the Medical Image Computing and Computer Assisted Intervention - MICCAI 2021 - 24th International Conference, Strasbourg, France, September 27, 2021

Segmentation with Multiple Acceptable Annotations: A Case Study of Myocardial Segmentation in Contrast Echocardiography.
Proceedings of the Information Processing in Medical Imaging, 2021

Contrastive Learning with Temporal Correlated Medical Images: A Case Study using Lung Segmentation in Chest X-Rays (Invited Paper).
Proceedings of the IEEE/ACM International Conference On Computer Aided Design, 2021

Federated Contrastive Learning for Dermatological Disease Diagnosis via On-device Learning (Invited Paper).
Proceedings of the IEEE/ACM International Conference On Computer Aided Design, 2021

Invited: Hardware-aware Real-time Myocardial Segmentation Quality Control in Contrast Echocardiography.
Proceedings of the 58th ACM/IEEE Design Automation Conference, 2021

Enabling On-Device Self-Supervised Contrastive Learning with Selective Data Contrast.
Proceedings of the 58th ACM/IEEE Design Automation Conference, 2021

2020
Myocardial Segmentation of Cardiac MRI Sequences with Temporal Consistency for Coronary Artery Disease Diagnosis.
CoRR, 2020

Towards Cardiac Intervention Assistance: Hardware-aware Neural Architecture Exploration for Real-Time 3D Cardiac Cine MRI Segmentation.
Proceedings of the IEEE/ACM International Conference On Computer Aided Design, 2020

2019
MDA: A Reconfigurable Memristor-Based Distance Accelerator for Time Series Mining on Data Centers.
IEEE Trans. Comput. Aided Des. Integr. Circuits Syst., 2019

Accurate Congenital Heart Disease Model Generation for 3D Printing.
Proceedings of the 2019 IEEE International Workshop on Signal Processing Systems, 2019

Efficacy of N-acetyl-L-cysteine and Budesonide/Formoterol Combination for the Treatment of Patients with BCO from China.
Proceedings of the ICBBE '19: 2019 6th International Conference on Biomedical and Bioinformatics Engineering, 2019

2017
An Efficient Memristor-based Distance Accelerator for Time Series Data Mining on Data Centers.
Proceedings of the 54th Annual Design Automation Conference, 2017

2013
Study of intelligent bio-feedback therapy system based on transcutaneous electrical nerve stimulation and surface EMG signals.
Proceedings of the IEEE International Conference on Information and Automation, 2013

A Survey on Sensor Deployment in Underwater Sensor Networks.
Proceedings of the Advances in Wireless Sensor Networks, 2013

2012
An improved ant colony optimization algorithm based on dynamically adjusting ant number.
Proceedings of the 2012 IEEE International Conference on Robotics and Biomimetics, 2012

A spectral clustering method combining path with density.
Proceedings of the 2012 IEEE International Conference on Robotics and Biomimetics, 2012

An electrical muscle simulator based on functional electrical stimulation.
Proceedings of the 2012 IEEE International Conference on Robotics and Biomimetics, 2012

Moving target detection based on the properties of corners.
Proceedings of the 2012 IEEE International Conference on Robotics and Biomimetics, 2012


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