Unsupervised Discovery of Disentangled Interpretable Directions for Layer-Wise GAN

被引:0
|
作者
Hu, Haotian [1 ]
Jiang, Bin [1 ,2 ]
Zhou, Xinjiao [1 ]
Huo, Xiaofei [1 ]
Zhang, Bolin [1 ]
机构
[1] College of Computer Science and Electronic Engineering, Hunan University, Hunan, Changsha,410082, China
[2] Key Laboratory for Embedded and Network Computing of Hunan Province, Hunan University, Hunan, Changsha,410082, China
关键词
Compilation and indexing terms; Copyright 2024 Elsevier Inc;
D O I
10th CCF Big Data Conference, BigData 2022
中图分类号
学科分类号
摘要
Generative adversarial networks - Semantic Web - Unsupervised learning
引用
收藏
页码:21 / 39
相关论文
共 50 条
  • [41] Deep Learning Layer-Wise Learning of Feature Hierarchies
    Schulz, Hannes
    Behnke, Sven
    KUNSTLICHE INTELLIGENZ, 2012, 26 (04): : 357 - 363
  • [42] Layer-wise Searching for 1-bit Detectors
    Xu, Sheng
    Zhao, Junhe
    Lu, Jinhu
    Zhang, Baochang
    Han, Shumin
    Doermann, David
    2021 IEEE/CVF CONFERENCE ON COMPUTER VISION AND PATTERN RECOGNITION, CVPR 2021, 2021, : 5678 - 5687
  • [43] A Layer-Wise Ensemble Technique for Binary Neural Network
    Xi, Jiazhen
    Yamauchi, Hiroyuki
    INTERNATIONAL JOURNAL OF PATTERN RECOGNITION AND ARTIFICIAL INTELLIGENCE, 2021, 35 (08)
  • [44] Layer-wise Model Pruning based on Mutual Information
    Fan, Chun
    Li, Jiwei
    Ao, Xiang
    Wu, Fei
    Meng, Yuxian
    Sun, Xiaofei
    2021 CONFERENCE ON EMPIRICAL METHODS IN NATURAL LANGUAGE PROCESSING (EMNLP 2021), 2021, : 3079 - 3090
  • [45] ONE-SHOT LAYER-WISE ACCURACY APPROXIMATION FOR LAYER PRUNING
    Elkerdawy, Sara
    Elhoushi, Mostafa
    Singh, Abhineet
    Zhang, Hong
    Ray, Nilanjan
    2020 IEEE INTERNATIONAL CONFERENCE ON IMAGE PROCESSING (ICIP), 2020, : 2940 - 2944
  • [46] LSDDL: Layer-Wise Sparsification for Distributed Deep Learning
    Hong, Yuxi
    Han, Peng
    BIG DATA RESEARCH, 2021, 26
  • [47] A Layer-Wise Extreme Network Compression for Super Resolution
    Hwang, Jiwon
    Uddin, A. F. M. Shahab
    Bae, Sung-Ho
    IEEE ACCESS, 2021, 9 : 93998 - 94009
  • [48] Dynamic layer-wise sparsification for distributed deep learning
    Zhang, Hao
    Wu, Tingting
    Ma, Zhifeng
    Li, Feng
    Liu, Jie
    FUTURE GENERATION COMPUTER SYSTEMS-THE INTERNATIONAL JOURNAL OF ESCIENCE, 2023, 147 : 1 - 15
  • [49] Learning to Search Efficient DenseNet with Layer-wise Pruning
    Zhang, Xuanyang
    Liu, Hao
    Zhu, Zhanxing
    Xu, Zenglin
    2020 INTERNATIONAL JOINT CONFERENCE ON NEURAL NETWORKS (IJCNN), 2020,
  • [50] A layer-wise theory for laminated glass and photovoltaic panels
    Naumenko, Konstantin
    Eremeyev, Victor A.
    COMPOSITE STRUCTURES, 2014, 112 : 283 - 291