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AlphaNet: Improved Training of Supernet with Alpha-Divergence

Feb 16, 2021
Dilin Wang, Chengyue Gong, Meng Li, Qiang Liu, Vikas Chandra

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CPT: Efficient Deep Neural Network Training via Cyclic Precision

Jan 25, 2021
Yonggan Fu, Han Guo, Meng Li, Xin Yang, Yining Ding, Vikas Chandra, Yingyan Lin

* Accepted at ICLR 2021 (Spotlight) 

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Exploring wav2vec 2.0 on speaker verification and language identification

Jan 14, 2021
Zhiyun Fan, Meng Li, Shiyu Zhou, Bo Xu

* Self-supervised, speaker verification, language identification, multi-task learning, wav2vec 2.0 

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SID: Incremental Learning for Anchor-Free Object Detection via Selective and Inter-Related Distillation

Dec 31, 2020
Can Peng, Kun Zhao, Sam Maksoud, Meng Li, Brian C. Lovell

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ScaleNAS: One-Shot Learning of Scale-Aware Representations for Visual Recognition

Nov 30, 2020
Hsin-Pai Cheng, Feng Liang, Meng Li, Bowen Cheng, Feng Yan, Hai Li, Vikas Chandra, Yiran Chen

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Equivalence of Convergence Rates of Posterior Distributions and Bayes Estimators for Functions and Nonparametric Functionals

Nov 27, 2020
Zejian Liu, Meng Li

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KeepAugment: A Simple Information-Preserving Data Augmentation Approach

Nov 23, 2020
Chengyue Gong, Dilin Wang, Meng Li, Vikas Chandra, Qiang Liu

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AttentiveNAS: Improving Neural Architecture Search via Attentive Sampling

Nov 18, 2020
Dilin Wang, Meng Li, Chengyue Gong, Vikas Chandra

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Towards High-Performance Solid-State-LiDAR-Inertial Odometry and Mapping

Oct 31, 2020
Kailai Li, Meng Li, Uwe D. Hanebeck

* 15 pages 

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DNA: Differentiable Network-Accelerator Co-Search

Oct 28, 2020
Yongan Zhang, Yonggan Fu, Weiwen Jiang, Chaojian Li, Haoran You, Meng Li, Vikas Chandra, Yingyan Lin

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NASGEM: Neural Architecture Search via Graph Embedding Method

Jul 08, 2020
Hsin-Pai Cheng, Tunhou Zhang, Shiyu Li, Feng Yan, Meng Li, Vikas Chandra, Hai Li, Yiran Chen

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Non-asymptotic Analysis in Kernel Ridge Regression

Jun 02, 2020
Zejian Liu, Meng Li

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Three-branch and Mutil-scale learning for Fine-grained Image Recognition (TBMSL-Net)

Mar 27, 2020
Fan Zhang, Guisheng Zhai, Meng Li, Yizhao Liu

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SAFE: Scalable Automatic Feature Engineering Framework for Industrial Tasks

Mar 09, 2020
Qitao Shi, Ya-Lin Zhang, Longfei Li, Xinxing Yang, Meng Li, Jun Zhou

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Multi-Vehicle Routing Problems with Soft Time Windows: A Multi-Agent Reinforcement Learning Approach

Feb 13, 2020
Ke Zhang, Meng Li, Zhengchao Zhang, Xi Lin, Fang He

* 28 pages 

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Improving Efficiency in Neural Network Accelerator Using Operands Hamming Distance optimization

Feb 13, 2020
Meng Li, Yilei Li, Pierce Chuang, Liangzhen Lai, Vikas Chandra

* 12 pages, 10 figures, 6 tables 

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Co-Exploration of Neural Architectures and Heterogeneous ASIC Accelerator Designs Targeting Multiple Tasks

Feb 10, 2020
Lei Yang, Zheyu Yan, Meng Li, Hyoukjun Kwon, Liangzhen Lai, Tushar Krishna, Vikas Chandra, Weiwen Jiang, Yiyu Shi

* Accepted by DAC'20 

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PGU-net+: Progressive Growing of U-net+ for Automated Cervical Nuclei Segmentation

Nov 12, 2019
Jie Zhao, Lei Dai, Mo Zhang, Fei Yu, Meng Li, Hongfeng Li, Wenjia Wang, Li Zhang

* MICCAI workshop MMMI2019 Best Student Paper Award 

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Energy-Aware Neural Architecture Optimization with Fast Splitting Steepest Descent

Oct 07, 2019
Dilin Wang, Meng Li, Lemeng Wu, Vikas Chandra, Qiang Liu

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Uncertainty-Guided Domain Alignment for Layer Segmentation in OCT Images

Aug 30, 2019
Jiexiang Wang, Cheng Bian, Meng Li, Xin Yang, Kai Ma, Wenao Ma, Jin Yuan, Xinghao Ding, Yefeng Zheng

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Deep Instance-Level Hard Negative Mining Model for Histopathology Images

Jun 27, 2019
Meng Li, Lin Wu, Arnold Wiliem, Kun Zhao, Teng Zhang, Brian C. Lovell

* Accepted by MICCAI 2019 

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Automated segmentaiton and classification of arterioles and venules using Cascading Dilated Convolutional Neural Networks

Dec 01, 2018
Meng Li, Yan Zhang, Haicheng She, Jinqiong Zhou, Jia Jia, Danmei He, Li Zhang

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Multistep Speed Prediction on Traffic Networks: A Graph Convolutional Sequence-to-Sequence Learning Approach with Attention Mechanism

Oct 24, 2018
Zhengchao Zhang, Meng Li, Xi Lin, Yinhai Wang, Fang He

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Computed Tomography Image Enhancement using 3D Convolutional Neural Network

Jul 18, 2018
Meng Li, Shiwen Shen, Wen Gao, William Hsu, Jason Cong

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WARP: Wavelets with adaptive recursive partitioning for multi-dimensional data

Jul 10, 2018
Meng Li, Li Ma

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