Tien-Ju Yang
Title
Cited by
Cited by
Year
Efficient processing of deep neural networks: A tutorial and survey
V Sze, YH Chen, TJ Yang, JS Emer
Proceedings of the IEEE 105 (12), 2295-2329, 2017
10542017
Designing energy-efficient convolutional neural networks using energy-aware pruning
TJ Yang, YH Chen, V Sze
Proceedings of the IEEE Conference on Computer Vision and Pattern …, 2017
3382017
Netadapt: Platform-aware neural network adaptation for mobile applications
TJ Yang, A Howard, B Chen, X Zhang, A Go, M Sandler, V Sze, H Adam
Proceedings of the European Conference on Computer Vision (ECCV), 285-300, 2018
1712018
Morphnet: Fast & simple resource-constrained structure learning of deep networks
A Gordon, E Eban, O Nachum, B Chen, H Wu, TJ Yang, E Choi
Proceedings of the IEEE conference on computer vision and pattern …, 2018
1352018
Eyeriss v2: A flexible accelerator for emerging deep neural networks on mobile devices
YH Chen, TJ Yang, J Emer, V Sze
IEEE Journal on Emerging and Selected Topics in Circuits and Systems 9 (2 …, 2019
832019
Eyeriss v2: A flexible and high-performance accelerator for emerging deep neural networks
YH Chen, J Emer, V Sze
arXiv preprint arXiv:1807.07928, 2018
662018
A method to estimate the energy consumption of deep neural networks
TJ Yang, YH Chen, J Emer, V Sze
2017 51st asilomar conference on signals, systems, and computers, 1916-1920, 2017
492017
Understanding the limitations of existing energy-efficient design approaches for deep neural networks
Y Chen, TJ Yang, J Emer, V Sze
Energy 2 (L1), L3, 2018
422018
Deeperlab: Single-shot image parser
TJ Yang, MD Collins, Y Zhu, JJ Hwang, T Liu, X Zhang, V Sze, ...
arXiv preprint arXiv:1902.05093, 2019
402019
Hardware Architectures for Deep Neural Networks at CICS/MTL Tutorial
J Emer
Mar 27, 258, 2017
352017
Fastdepth: Fast monocular depth estimation on embedded systems
D Wofk, F Ma, TJ Yang, S Karaman, V Sze
2019 International Conference on Robotics and Automation (ICRA), 6101-6108, 2019
282019
A 69mW 140-meter/60fps and 60-meter/300fps intelligent vision SoC for versatile automotive applications
YM Tsai, TJ Yang, CC Tsai, KY Huang, LG Chen
2012 Symposium on VLSI Circuits (VLSIC), 152-153, 2012
142012
Smart display: A mobile self-adaptive projector-camera system
TJ Yang, YM Tsai, LG Chen
2011 IEEE International Conference on Multimedia and Expo, 1-6, 2011
82011
Design Considerations for Efficient Deep Neural Networks on Processing-in-Memory Accelerators
TJ Yang, V Sze
2019 IEEE International Electron Devices Meeting (IEDM), 22.1. 1-22.1. 4, 2019
52019
WarmL1: A warm-start homotopy-based reconstruction algorithm for sparse signals
TJ Yang, YM Tsai, CT Li, LG Chen
2012 IEEE International Symposium on Information Theory Proceedings, 2226-2230, 2012
32012
A 401gflops/w 16-cores signal reconstruction platform with a 4g entries/s matrix generation engine for compressed sensing and sparse representation
YM Tsai, TJ Yang, LG Chen
2013 Symposium on VLSI Circuits, C256-C257, 2013
22013
SegSort: Segmentation by Discriminative Sorting of Segments
JJ Hwang, SX Yu, J Shi, MD Collins, TJ Yang, X Zhang, LC Chen
Proceedings of the IEEE International Conference on Computer Vision, 7334-7344, 2019
12019
A high speed feature matching architecture for real-time video stabilization
KY Huang, YM Tsai, TJ Yang, LG Chen
2012 IEEE International Symposium on Circuits and Systems (ISCAS), 1436-1439, 2012
12012
Efficient Processing of Deep Neural Networks
V Sze, YH Chen, TJ Yang, JS Emer
Synthesis Lectures on Computer Architecture 15 (2), 1-341, 2020
2020
SegSort: Segmentation by Discriminative Sorting of Segments
J Shi, JJ Hwang, L Chen, M Collins, S Yu, TJ Yang, X Zhang
2019
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