Deep Learning Papers Translation(CV) Image Classification AlexNetImageNet Classification with Deep Convolutional Neural Networks 中文版 中英文对照 VGGVery Deep Convolutional Networks for Large-Scale Image Recognition 中文版 中英文对照 ResNetDeep Residual Learning fo…

转自:https://github.com/terryum/awesome-deep-learning-papers Awesome - Most Cited Deep Learning Papers A curated list of the most cited deep learning papers (since 2010) I believe that there exist classic deep learning papers which are worth reading re…

Adit Deshpande CS Undergrad at UCLA ('19) Blog About The 9 Deep Learning Papers You Need To Know About (Understanding CNNs Part 3) Introduction Link to Part 1Link to Part 2 In this post, we’ll go into summarizing a lot of the new and important develo…

Deep Reinforcement Learning Papers A list of recent papers regarding deep reinforcement learning. The papers are organized based on manually-defined bookmarks. They are sorted by time to see the recent papers first. Any suggestions and pull requests…

Deep Learning Papers Reading Roadmap https://github.com/songrotek/Deep-Learning-Papers-Reading-Roadmap.git Courses: Data Science: Deep Learning in Python https://www.udemy.com/data-science-deep-learning-in-python/#instructor Bay Area Deep Learning Sc…

一.Image Classification(Recognition) lenet: http://yann.lecun.com/exdb/publis/pdf/lecun-01a.pdf alexnet: http://www.cs.toronto.edu/~fritz/absps/imagenet.pdf overfeat: http://arxiv.org/pdf/1312.6229v4.pdf vgg: http://arxiv.org/pdf/1409.1556.pdf googlen…

What's the most effective way to get started with deep learning?       29 Answers     Yoshua Bengio, My lab has been one of the three that started the deep learning approach, back in 2006, along with Hinton's... Answered Jan 20, 2016   Originally Ans…

最近在学深度学习相关的东西,在网上搜集到了一些不错的资料,现在汇总一下: Free Online Books  by Yoshua Bengio, Ian Goodfellow and Aaron Courville Neural Networks and Deep Learning42 by Michael Nielsen Deep Learning27 by Microsoft Research Deep Learning Tutorial23 by LISA lab, University…

Awesome Deep Learning  Table of Contents Free Online Books Courses Videos and Lectures Papers Tutorials Researchers WebSites Datasets Frameworks Miscellaneous Contributing Free Online Books Deep Learning by Yoshua Bengio, Ian Goodfellow and Aaron Cou…

Targeted learning methods build machine-learning-based estimators of parameters defined as features of the probability distribution of the data, while also providing influence-curve or bootstrap-based confidence internals. The theory offers a general…