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Xiaoliang Dai
Xiaoliang Dai
Research Scientist, Facebook
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Title
Cited by
Cited by
Year
FBNet: Hardware-Aware Efficient ConvNet Design via Differentiable Neural Architecture Search
B Wu, X Dai, P Zhang, Y Wang, F Sun, Y Wu, Y Tian, P Vajda, Y Jia, ...
Proceedings of the IEEE Conference on Computer Vision and Pattern …, 2019
9462019
Visual Transformers: Where Do Transformers Really Belong in Vision Models?
B Wu, C Xu, X Dai, A Wan, P Zhang, Z Yan, M Tomizuka, JE Gonzalez, ...
Proceedings of the IEEE/CVF International Conference on Computer Vision, 599-609, 2021
230*2021
Chamnet: Towards efficient network design through platform-aware model adaptation
X Dai, P Zhang, B Wu, H Yin, F Sun, Y Wang, M Dukhan, Y Hu, Y Wu, ...
Proceedings of the IEEE Conference on computer vision and pattern …, 2019
1962019
NeST: A neural network synthesis tool based on a grow-and-prune paradigm
X Dai, H Yin, NK Jha
IEEE Transactions on Computers, 2019
1902019
FBNetV2: Differentiable Neural Architecture Search for Spatial and Channel Dimensions
A Wan, X Dai, P Zhang, Z He, Y Tian, S Xie, B Wu, M Yu, T Xu, K Chen, ...
Proceedings of the IEEE Conference on Computer Vision and Pattern …, 2020
1832020
Grow and prune compact, fast, and accurate LSTMs
X Dai, H Yin, NK Jha
IEEE Transactions on Computers, 2019
752019
FBNetV3: Joint Architecture-Recipe Search using Predictor Pretraining
X Dai, A Wan, P Zhang, B Wu, Z He, Z Wei, K Chen, Y Tian, M Yu, P Vajda, ...
Proceedings of the IEEE/CVF Conference on Computer Vision and Pattern …, 2021
70*2021
Pinme: Tracking a smartphone user around the world
A Mosenia, X Dai, P Mittal, NK Jha
IEEE Transactions on Multi-Scale Computing Systems 4 (3), 420-435, 2017
422017
DiabDeep: Pervasive Diabetes Diagnosis based on Wearable Medical Sensors and Efficient Neural Networks
H Yin, B Mukadam, X Dai, NK Jha
IEEE Transactions on Emerging Topics in Computing, 2019
312019
STEERAGE: Synthesis of Neural Networks Using Architecture Search and Grow-and-Prune Methods
S Hassantabar, X Dai, NK Jha
arXiv preprint arXiv:1912.05831, 2019
292019
Incremental Learning Using a Grow-and-Prune Paradigm with Efficient Neural Networks
X Dai, H Yin, NK Jha
arXiv preprint arXiv:1905.10952, 2019
222019
Erbium fiber laser-based direct frequency comb spectroscopy of Rb two-photon transitions
J Wu, D Hou, Z Qin, X Dai, Z Zhang, J Zhao
Optics letters 38 (23), 5028-5031, 2013
142013
FP-NAS: Fast Probabilistic Neural Architecture Search
Z Yan, X Dai, P Zhang, Y Tian, B Wu, M Feiszli
Proceedings of the IEEE/CVF Conference on Computer Vision and Pattern …, 2021
112021
Improving convergence and simulation time of quantum hydrodynamic simulation: Application to extraction of best 10-nm FinFET parameter values
X Dai, NK Jha
IEEE Transactions on Very Large Scale Integration (VLSI) Systems 25 (1), 319-329, 2016
92016
Fully Dynamic Inference with Deep Neural Networks
W Xia, H Yin, X Dai, NK Jha
arXiv preprint arXiv:2007.15151, 2020
82020
Rethinking the self-attention in vision transformers
K Kim, B Wu, X Dai, P Zhang, Z Yan, P Vajda, SJ Kim
Proceedings of the IEEE/CVF Conference on Computer Vision and Pattern …, 2021
62021
Fbnetv5: Neural architecture search for multiple tasks in one run
B Wu, C Li, H Zhang, X Dai, P Zhang, M Yu, J Wang, Y Lin, P Vajda
arXiv preprint arXiv:2111.10007, 2021
52021
Cross-Domain Adaptive Teacher for Object Detection
YJ Li, X Dai, CY Ma, YC Liu, K Chen, B Wu, Z He, K Kitani, P Vajda
Proceedings of the IEEE/CVF Conference on Computer Vision and Pattern …, 2022
3*2022
YSUY: Your Smartphone Understands You--Using Machine Learning to Address Fundamental Human Needs
AO Akmandor, X Dai, NK Jha
IEEE Transactions on Systems, Man, and Cybernetics: Systems, 2019
22019
CURIOUS: Efficient Neural Architecture Search Based on a Performance Predictor and Evolutionary Search
S Hassantabar, X Dai, NK Jha
IEEE Transactions on Computer-Aided Design of Integrated Circuits and Systems, 2022
12022
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