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Computer Science

D-Index
47
Citations
8205
World Ranking
6541
National Ranking
877

Overview

Mingli Song is affiliated with Zhejiang University in China, contributing extensively to the field of computer science. Their research spans various subfields including artificial intelligence, computer vision and pattern recognition, electrical and electronic engineering, radiology, nuclear medicine and imaging, as well as computer networks and communications.

Their scholarly output includes numerous papers published in recognized venues such as:

  • arXiv (Cornell University)
  • Proceedings of the AAAI Conference on Artificial Intelligence
  • SSRN Electronic Journal
  • IEEE Transactions on Knowledge and Data Engineering
  • Neurocomputing

Among the recent publications associated with Mingli Song are:

  • "Dynamic Instance Normalization for Arbitrary Style Transfer" (2020), published in Proceedings of the AAAI Conference on Artificial Intelligence
  • "Online Knowledge Distillation for Efficient Pose Estimation" (2021), published at the 2021 IEEE/CVF International Conference on Computer Vision (ICCV)
  • "Hearing Lips: Improving Lip Reading by Distilling Speech Recognizers" (2020), published in Proceedings of the AAAI Conference on Artificial Intelligence
  • "Spot-Adaptive Knowledge Distillation" (2022), published in IEEE Transactions on Image Processing
  • "Label Matching Semi-Supervised Object Detection" (2022), published at the 2022 IEEE/CVF Conference on Computer Vision and Pattern Recognition (CVPR)

Frequent coauthors collaborating with Mingli Song include:

  • Zunlei Feng
  • Xinchao Wang
  • Jie Song
  • Shunyu Liu
  • Haofei Zhang

The main fields of study and topics covered by Mingli Song's work are:

  • Computer Science

  • Artificial Intelligence
  • Computer Vision and Pattern Recognition
  • Electrical and Electronic Engineering
  • Radiology, Nuclear Medicine and Imaging
  • Computer Networks and Communications

Key research topics explored include:

  • Advanced Neural Network Applications
  • Domain Adaptation and Few-Shot Learning
  • Multimodal Machine Learning Applications
  • Advanced Graph Neural Networks
  • Anomaly Detection Techniques and Applications
  • Human Pose and Action Recognition
  • Adversarial Robustness in Machine Learning

Best Publications

  • Neural Style Transfer: A Review

    Yongcheng Jing;Yezhou Yang;Zunlei Feng;Jingwen Ye

  • Semi-supervised Coupled Dictionary Learning for Person Re-identification

    Xiao Liu;Mingli Song;Dacheng Tao;Xingchen Zhou

  • Distilling Knowledge From Graph Convolutional Networks

    Yiding Yang;Jiayan Qiu;Mingli Song;Dacheng Tao

  • Discovering Discriminative Graphlets for Aerial Image Categories Recognition

    Luming Zhang;Yahong Han;Yi Yang;Mingli Song

  • Transductive Unbiased Embedding for Zero-Shot Learning

    Jie Song;Chengchao Shen;Yezhou Yang;Yang Liu

  • Probabilistic Graphlet Transfer for Photo Cropping

    Luming Zhang;Mingli Song;Qi Zhao;Xiao Liu

  • Dynamic Instance Normalization for Arbitrary Style Transfer

    Yongcheng Jing;Xiao Liu;Yukang Ding;Xinchao Wang

  • Probabilistic Exposure Fusion

    Mingli Song;Dacheng Tao;Chun Chen;Jiajun Bu

  • Audio-visual based emotion recognition - a new approach

    Mingli Song;Jiajun Bu;Chun Chen;Nan Li

  • Probabilistic Graphlet Cut: Exploiting Spatial Structure Cue for Weakly Supervised Image Segmentation

    Luming Zhang;Mingli Song;Zicheng Liu;Xiao Liu

  • Bayesian Tensor Approach for 3-D Face Modeling

    Dacheng Tao;Mingli Song;Xuelong Li;Jialie Shen

  • Weakly Supervised Photo Cropping

    Luming Zhang;Mingli Song;Yi Yang;Qi Zhao

  • Algorithm-Dependent Generalization Bounds for Multi-Task Learning

    Tongliang Liu;Dacheng Tao;Mingli Song;Stephen J. Maybank

  • Person Re-Identification by Dual-Regularized KISS Metric Learning

    Dapeng Tao;Yanan Guo;Mingli Song;Yaotang Li

  • Image Ratio Features for Facial Expression Recognition Application

    Mingli Song;Dacheng Tao;Zicheng Liu;Xuelong Li

  • Color to Gray: Visual Cue Preservation

    Mingli Song;Dacheng Tao;Chun Chen;Xuelong Li

  • Data-Free Adversarial Distillation

    Gongfan Fang;Jie Song;Chengchao Shen;Xinchao Wang

  • Stroke Controllable Fast Style Transfer with Adaptive Receptive Fields

    Yongcheng Jing;Yang Liu;Yezhou Yang;Zunlei Feng

  • Manifold Ranking-Based Matrix Factorization for Saliency Detection

    Dapeng Tao;Jun Cheng;Mingli Song;Xu Lin

  • NTIRE 2019 Challenge on Real Image Super-Resolution: Methods and Results

    Jianrui Cai;Shuhang Gu;Radu Timofte;Lei Zhang

  • Factorizable Graph Convolutional Networks

    Yiding Yang;Zunlei Feng;Mingli Song;Xinchao Wang

Frequent Co-Authors

Chun Chen
Chun Chen Zhejiang University
Jiajun Bu
Jiajun Bu Zhejiang University
Xinchao Wang
Xinchao Wang National University of Singapore
Dacheng Tao
Dacheng Tao Nanyang Technological University
Jie Song
Jie Song Emory University
Xiao Liu
Xiao Liu Baidu (China)
Dapeng Tao
Dapeng Tao Yunnan University
Zicheng Liu
Zicheng Liu Microsoft (United States)
Qi Zhao
Qi Zhao University of Minnesota
Ming-Ting Sun
Ming-Ting Sun University of Washington

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