随笔分类 - Awesome Tutorials
摘要：How NAS was improved. From days to hours in search time 2020-03-29 21:18:08 Source: https://medium.com/peltarion/how-nas-was-improved-from-days-to-hou
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摘要：Recent Advances in Vision and Language PreTrained Models (VL-PTMs) Maintained by WANG Yue (yuewang@cse.cuhk.edu.hk). Last update on 2020/03/26. Source
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摘要：A Survey of Long-Term Context in Transformers 2020-03-17 10:08:32 Source: https://www.pragmatic.ml/a-survey-of-methods-for-incorporating-long-term-con
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摘要：Approaching literature review for academic purposes: The Literature Review Checklist Debora F.B. LeiteI II III http://orcid.org/0000-0001-8839-3934 Ma
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摘要：The year in AI: 2019 ML/AI advances recap 2020-01-26 11:47:14 Source: https://medium.com/@xamat/the-year-in-ai-2019-ml-ai-advances-recap-c6cc1d902d5 I
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摘要：Self-supervised learning and computer vision 2020-01-15 08:05:47 Source: https://www.fast.ai//2020/01/13/self_supervised/ Introduction to self-supervi
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摘要：Deep Reinforcement Learning is a waste of time Published Mon, Dec 30, 2019 Source: http://www.jtoy.net/blog/deep-reinforcement-learning-is-a-waste-of-
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摘要：The Decade of Deep Learning 2020-01-01 12:10:25 Source: https://leogao.dev/2019/12/31/The-Decade-of-Deep-Learning/ As the 2010’s draw to a close, it’s
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摘要：A Survey of Visual Attention Mechanisms in Deep Learning 2019-12-11 15:51:59 Source: https://mc.ai/a-survey-of-visual-attention-mechanisms-in-deep-lea
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摘要：Awesome Knowledge-Distillation 2019-11-26 19:02:16 Source: https://github.com/FLHonker/Awesome-Knowledge-Distillation Awesome Knowledge-Distillation D
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摘要：python PIL 图像处理 This blog is from: https://www.jianshu.com/p/e8d058767dfa Image读出来的是PIL的类型，而skimage.io读出来的数据是numpy格式的 输出可以看出Img读图片的大小是图片的(width, heigh
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摘要：python skimage图像处理(一) This blog is from: https://www.jianshu.com/p/f2e88197e81d 基于python脚本语言开发的数字图片处理包，比如PIL,Pillow, opencv, scikit-image等。PIL和Pillow只
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摘要：python skimage图像处理(二) This blog is from: https://www.jianshu.com/p/66e6261f0279 图像简单滤波 对图像进行滤波，可以有两种效果：一种是平滑滤波，用来抑制噪声；另一种是微分算子，可以用来检测边缘和特征提取。skimage库中
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摘要：python skimage图像处理(三) This blog is from: https://www.jianshu.com/p/7693222523c0 霍夫线变换 在图片处理中，霍夫变换主要是用来检测图片中的几何形状，包括直线、圆、椭圆等。在skimage中，霍夫变换是放在tranform模
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摘要：An overview of time series forecasting models 2019-10-04 09:47:05 This blog is from: https://towardsdatascience.com/an-overview-of-time-series-forecas
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摘要：PyTorch 实战：计算 Wasserstein 距离 2019-09-23 18:42:56 This blog is copied from: https://mp.weixin.qq.com/s/nTUKYNxdiPK3xdOoSXvTJQ 最优传输理论及 Wasserstein 距离是很多
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摘要：Research Guide for Neural Architecture Search 2019-09-19 09:29:04 This blog is from: https://heartbeat.fritz.ai/research-guide-for-neural-architecture
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摘要：MetaPruning: Meta Learning for Automatic Neural Network Channel Pruning 2019-08-11 19:48:17 Paper: https://arxiv.org/pdf/1903.10258.pdf Code: https://
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摘要：A3C 算法资料收集 2019-07-26 21:37:55 Paper: https://arxiv.org/pdf/1602.01783.pdf Code: 1. 超级马里奥：https://github.com/vietnguyen91/Super-mario-bros-A3C-pytorch
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