Architectures of Deep Networks

• CMD: Controllable Matrix Decomposition with Global Optimization for Deep Neural Network Compression
  Haonan Zhang (Institute of Artificial Intelligence and Robotics, Xi'an Jiaotong University); Longjun Liu (Institute of Artificial Intelligence and Robotics, Xi'an Jiaotong University)*; Hengyi Zhou (Institute of Artificial Intelligence and Robotics, Xi'an Jiaotong University); Hongbin Sun (Institute of Artificial Intelligence and Robotics, Xi'an Jiaotong University); Nanning Zheng (Xi'an Jiaotong University)
• Multi-stream based Marked Point Process
  Sujun Hong (Graduate School of System Engineering, Wakayama University)*; Hirotaka Hachiya (Wakayama University)
• NAS-HPO-Bench-II: A Benchmark Dataset on Joint Optimization of Convolutional Neural Network Architecture and Training Hyperparameters
  Yoichi Hirose (Yokohama National University)*; Nozomu Yoshinari (Yokohama National University); Shinichi Shirakawa (Yokohama National University)
• DDSAS: Dynamic and Differentiable Space-Architecture Search
  Longxing Yang (Institute of Computing Technology, Chinese Academy of Sciences); Yu Hu (Institute of Computing Technology, Chinese Academy of Sciences)*; Shun Lu (Institute of Computing Technology, Chinese Academy of Sciences); Zihao Sun (Institute of Computing Technology, Chinese Academy of Sciences); Jilin Mei (Institute of Computing Technology, Chinese Academy of Sciences); Yiming Zeng (Tecent ADlab); Zhiping Shi (Capital Normal University); Yinhe Han (Institute of Computing Technology Chinese Academy of Sciences); Xiaowei Li (Institute Of Computing Technology Chinese Academy Of Sciences)
• S2TNet: Spatio-Temporal Transformer Networks for Trajectory Prediction in Autonomous Driving
  Weihuang Chen (Xi'an Jiaotong University); Fangfang Wang (Xi'an Jiaotong University); Hongbin Sun (Xi'an Jiaotong University)*
• Video Action Recognition with Neural Architecture Search
  Yuanding Zhou (Dalian University of Technology); Baopu Li (BAIDU USA LLC)*; zhihui wang (Dalian University of Technology); Haojie Li (Dalian University of Technology)
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• Multi-Branch Network for Cross-Subject EEG-based Emotion Recognition
  Guang Lin (Hangzhou Dianzi University); Li Zhu (Hangzhou Dianzi University); Bin Ren (Hangzhou Dianzi University); YiTeng Hu (Hangzhou Dianzi University); Jianhai Zhang (Hangzhou Dianzi University)*
• Greedy Search Algorithm for Mixed Precision in Post-Training Quantization of Convolutional Neural Network Inspired by Submodular Optimization
  Satoki Tsuji (Fujitsu Labratories Ltd.)*; Hiroshi Kawaguchi (Kobe University); Atsuki Inoue (Kobe University); Yasufumi Sakai (Fujitsu Laboratories Ltd.); Fuyuka Yamada (Fujitsu Laboratories Ltd.)