Tien-Ju Yang

Orcid: 0000-0003-4728-0321

According to our database¹, Tien-Ju Yang authored at least 23 papers between 2011 and 2023.

Collaborative distances:

Dijkstra number² of four.
Erdős number³ of three.

Timeline

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PhD thesis

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On csauthors.net:

Bibliography

2023

Heterogeneous Federated Learning Using Knowledge Codistillation.

[BibT_eX]

[DOI]

CoRR, 2023

Online Model Compression for Federated Learning with Large Models.

[BibT_eX]

[DOI]

Proceedings of the IEEE International Conference on Acoustics, 2023

2022

Federated Pruning: Improving Neural Network Efficiency with Federated Learning.

[BibT_eX]

[DOI]

Proceedings of the Interspeech 2022, 2022

Partial Variable Training for Efficient on-Device Federated Learning.

[BibT_eX]

[DOI]

Proceedings of the IEEE International Conference on Acoustics, 2022

Enabling On-Device Training of Speech Recognition Models With Federated Dropout.

[BibT_eX]

[DOI]

Proceedings of the IEEE International Conference on Acoustics, 2022

2021

NetAdaptV2: Efficient Neural Architecture Search With Fast Super-Network Training and Architecture Optimization.

[BibT_eX]

[DOI]

Tien-Ju Yang

Yi-Lun Liao

Vivienne Sze

Proceedings of the IEEE Conference on Computer Vision and Pattern Recognition, 2021

2020

Efficient Processing of Deep Neural Networks

[BibT_eX]

[DOI]

Synthesis Lectures on Computer Architecture, Morgan & Claypool Publishers, ISBN: 978-3-031-01766-7, 2020

2019

Eyeriss v2: A Flexible Accelerator for Emerging Deep Neural Networks on Mobile Devices.

[BibT_eX]

[DOI]

IEEE J. Emerg. Sel. Topics Circuits Syst., 2019

Design Considerations for Efficient Deep Neural Networks on Processing-in-Memory Accelerators.

[BibT_eX]

[DOI]

Tien-Ju Yang

Vivienne Sze

CoRR, 2019

DeeperLab: Single-Shot Image Parser.

[BibT_eX]

[DOI]

CoRR, 2019

FastDepth: Fast Monocular Depth Estimation on Embedded Systems.

[BibT_eX]

[DOI]

Proceedings of the International Conference on Robotics and Automation, 2019

SegSort: Segmentation by Discriminative Sorting of Segments.

[BibT_eX]

[DOI]

Proceedings of the 2019 IEEE/CVF International Conference on Computer Vision, 2019

2018

NetAdapt: Platform-Aware Neural Network Adaptation for Mobile Applications.

[BibT_eX]

[DOI]

CoRR, 2018

NetAdapt: Platform-Aware Neural Network Adaptation for Mobile Applications.

[BibT_eX]

[DOI]

Proceedings of the Computer Vision - ECCV 2018, 2018

MorphNet: Fast & Simple Resource-Constrained Structure Learning of Deep Networks.

[BibT_eX]

[DOI]

Proceedings of the 2018 IEEE Conference on Computer Vision and Pattern Recognition, 2018

2017

Efficient Processing of Deep Neural Networks: A Tutorial and Survey.

[BibT_eX]

[DOI]

Proc. IEEE, 2017

MorphNet: Fast & Simple Resource-Constrained Structure Learning of Deep Networks.

[BibT_eX]

[DOI]

CoRR, 2017

Designing Energy-Efficient Convolutional Neural Networks Using Energy-Aware Pruning.

[BibT_eX]

[DOI]

Tien-Ju Yang

Yu-Hsin Chen

Vivienne Sze

Proceedings of the 2017 IEEE Conference on Computer Vision and Pattern Recognition, 2017

A method to estimate the energy consumption of deep neural networks.

[BibT_eX]

[DOI]

Proceedings of the 51st Asilomar Conference on Signals, Systems, and Computers, 2017

2012

A 69mW 140-meter/60fps and 60-meter/300fps intelligent vision SoC for versatile automotive applications.

[BibT_eX]

[DOI]

Proceedings of the Symposium on VLSI Circuits, 2012

WarmL1: A warm-start homotopy-based reconstruction algorithm for sparse signals.

[BibT_eX]

[DOI]

Proceedings of the 2012 IEEE International Symposium on Information Theory, 2012

A high speed feature matching architecture for real-time video stabilization.

[BibT_eX]

[DOI]

Proceedings of the 2012 IEEE International Symposium on Circuits and Systems, 2012

2011

Smart display: A mobile self-adaptive projector-camera system.

[BibT_eX]

[DOI]

Tien-Ju Yang

Yi-Min Tsai

Liang-Gee Chen

Proceedings of the 2011 IEEE International Conference on Multimedia and Expo, 2011

Tien-Ju Yang

Timeline

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On csauthors.net:

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