Get our free extension to see links to code for papers anywhere online!

Chrome logo Add to Chrome

Firefox logo Add to Firefox

Picture for Xiaoliang Dai

FP-NAS: Fast Probabilistic Neural Architecture Search


Nov 24, 2020
Zhicheng Yan, Xiaoliang Dai, Peizhao Zhang, Yuandong Tian, Bichen Wu, Matt Feiszli


  Access Paper or Ask Questions

Fully Dynamic Inference with Deep Neural Networks


Jul 29, 2020
Wenhan Xia, Hongxu Yin, Xiaoliang Dai, Niraj K. Jha


  Access Paper or Ask Questions

Visual Transformers: Token-based Image Representation and Processing for Computer Vision


Jul 02, 2020
Bichen Wu, Chenfeng Xu, Xiaoliang Dai, Alvin Wan, Peizhao Zhang, Masayoshi Tomizuka, Kurt Keutzer, Peter Vajda


  Access Paper or Ask Questions

FBNetV3: Joint Architecture-Recipe Search using Neural Acquisition Function


Jun 07, 2020
Xiaoliang Dai, Alvin Wan, Peizhao Zhang, Bichen Wu, Zijian He, Zhen Wei, Kan Chen, Yuandong Tian, Matthew Yu, Peter Vajda, Joseph E. Gonzalez


  Access Paper or Ask Questions

FBNetV2: Differentiable Neural Architecture Search for Spatial and Channel Dimensions


Apr 12, 2020
Alvin Wan, Xiaoliang Dai, Peizhao Zhang, Zijian He, Yuandong Tian, Saining Xie, Bichen Wu, Matthew Yu, Tao Xu, Kan Chen, Peter Vajda, Joseph E. Gonzalez

* 8 pages, 10 figures, accepted to CVPR 2020 

  Access Paper or Ask Questions

STEERAGE: Synthesis of Neural Networks Using Architecture Search and Grow-and-Prune Methods


Dec 12, 2019
Shayan Hassantabar, Xiaoliang Dai, Niraj K. Jha

* 12 pages, 4 figures 

  Access Paper or Ask Questions

DiabDeep: Pervasive Diabetes Diagnosis based on Wearable Medical Sensors and Efficient Neural Networks


Oct 11, 2019
Hongxu Yin, Bilal Mukadam, Xiaoliang Dai, Niraj K. Jha


  Access Paper or Ask Questions

Incremental Learning Using a Grow-and-Prune Paradigm with Efficient Neural Networks


May 27, 2019
Xiaoliang Dai, Hongxu Yin, Niraj K. Jha


  Access Paper or Ask Questions

ChamNet: Towards Efficient Network Design through Platform-Aware Model Adaptation


Dec 21, 2018
Xiaoliang Dai, Peizhao Zhang, Bichen Wu, Hongxu Yin, Fei Sun, Yanghan Wang, Marat Dukhan, Yunqing Hu, Yiming Wu, Yangqing Jia, Peter Vajda, Matt Uyttendaele, Niraj K. Jha


  Access Paper or Ask Questions

FBNet: Hardware-Aware Efficient ConvNet Design via Differentiable Neural Architecture Search


Dec 14, 2018
Bichen Wu, Xiaoliang Dai, Peizhao Zhang, Yanghan Wang, Fei Sun, Yiming Wu, Yuandong Tian, Peter Vajda, Yangqing Jia, Kurt Keutzer


  Access Paper or Ask Questions

NeST: A Neural Network Synthesis Tool Based on a Grow-and-Prune Paradigm


Jun 01, 2018
Xiaoliang Dai, Hongxu Yin, Niraj K. Jha


  Access Paper or Ask Questions

Grow and Prune Compact, Fast, and Accurate LSTMs


May 31, 2018
Xiaoliang Dai, Hongxu Yin, Niraj K. Jha


  Access Paper or Ask Questions