self-supervised-relational-reasoning:PyTorch正式实施的论文“用于表示学习的自我监督关系推理”,NeurIPS 2020聚焦

时间:2021-05-22 17:57:11
【文件属性】:
文件名称:self-supervised-relational-reasoning:PyTorch正式实施的论文“用于表示学习的自我监督关系推理”,NeurIPS 2020聚焦
文件大小:987KB
文件格式:ZIP
更新时间:2021-05-22 17:57:11
deep-neural-networks deep-learning unsupervised-learning stl10 relational-reasoning PyTorch官方实施文件: “表示学习的自我监督关系推理” (2020年),M。Patacchiola和A. Storkey,神经信息处理系统(NeurIPS)的进展,聚焦(前3%) @inproceedings { patacchiola2020self , title = { Self-Supervised Relational Reasoning for Representation Learning } , author = { Patacchiola, Massimiliano and Storkey, Amos } , booktitle = { Advances in Neural Information Processing Systems } , year = { 2020 } } 摘要:在自我监督学习中,系统需要通过在一组未标记的数据上定义替
【文件预览】:
self-supervised-relational-reasoning-master
----datamanager.py(19KB)
----train_unsupervised.py(12KB)
----train_linear_evaluation.py(6KB)
----utils.py(1KB)
----test.py(4KB)
----LICENSE(1KB)
----essential_script.py(9KB)
----.gitignore(2KB)
----methods()
--------deepinfomax.py(11KB)
--------deepcluster.py(10KB)
--------relationnet.py(11KB)
--------simclr.py(4KB)
--------rotationnet.py(4KB)
--------standard.py(8KB)
----essential_notebook.ipynb(27KB)
----backbones()
--------resnet_large.py(8KB)
--------conv4.py(2KB)
--------resnet_small.py(5KB)
----README.md(11KB)
----etc()
--------banner.png(77KB)
--------model.png(644KB)
--------model_with_caption.png(236KB)

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