Depth estimation/stereo matching/optical flow @CVPR 2017 Unsupervised Learning of Depth and Ego-Motion from Video https://people.eecs.berkeley.edu/%7Etinghuiz/projects/SfMLearner/ https://www.reddit.com/r/MachineLearning/comments/6u06y8/p_selfsupervi…

The Brain vs Deep Learning Part I: Computational Complexity — Or Why the Singularity Is Nowhere Near July 27, 2015July 27, 2015 Tim Dettmers Deep Learning, NeuroscienceDeep Learning, dendritic spikes, high performance computing, neuroscience, singula…

Deep Learning是机器学习中一个非常接近AI的领域,其动机在于建立.模拟人脑进行分析学习的神经网络,近期研究了机器学习中一些深度学习的相关知识,本文给出一些非常实用的资料和心得. Key Words:有监督学习与无监督学习.分类.回归.密度预计.聚类,深度学习,Sparse DBN, 1. 有监督学习和无监督学习 给定一组数据(input,target)为Z=(X,Y). 有监督学习:最常见的是regression & classification. regression:Y是实数ve…

catalogue . 引言 . Neural Networks Transform Space - 神经网络内部的空间结构 . Understand the data itself by visualizing high-dimensional input dataset - 输入样本内隐含的空间结构 . Example : Word Embeddings in NLP - text word文本词语串内隐含的空间结构 . Example : Paragraph Vectors in NLP…

Towards real-time unsupervised monocular depth estimation on CPU Matteo Poggi , Filippo Aleotti , Fabio Tosi , Stefano Mattoccia 在CPU上进行实时无监督单目深度估计 Abstract— Unsupervised depth estimation from a single image is a very attractive technique with severa…

Reading List List of reading lists and survey papers: Books Deep Learning, Yoshua Bengio, Ian Goodfellow, Aaron Courville, MIT Press, In preparation. Review Papers Representation Learning: A Review and New Perspectives, Yoshua Bengio, Aaron Courville…

from:http://blog.csdn.net/abcjennifer/article/details/7826917 Deep Learning是机器学习中一个非常接近AI的领域,其动机在于建立.模拟人脑进行分析学习的神经网络,最近研究了机器学习中一些深度学习的相关知识,本文给出一些很有用的资料和心得. Key Words:有监督学习与无监督学习,分类.回归,密度估计.聚类,深度学习,Sparse DBN, 1. 有监督学习和无监督学习 给定一组数据(input,target)为Z=(X,…

About this Course If you want to break into cutting-edge AI, this course will help you do so. Deep learning engineers are highly sought after, and mastering deep learning will give you numerous new career opportunities. Deep learning is also a new "s…

Research Guide for Video Frame Interpolation with Deep Learning This blog is from: https://heartbeat.fritz.ai/research-guide-for-video-frame-interpolation-with-deep-learning-519ab2eb3dda In this research guide, we’ll look at deep learning papers aime…

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…