11785 Deep Learning 这门课是享誉业界的神课,课程内容由浅入深,老师会从最基本的NN和SGD一直讲到 Reinforcement Learning,并且在学习过程中配置丰富的学习材料和Project来让学生巩固所学。 如果你将来比较想做Data Scientist的话,这门课功力尚浅,满足不了之后的任职需要。但是如果你想做DL及其相关方向的话,我会推荐...
回去翻了翻上课的slides还是一样地困惑，所以最后只能迷迷糊糊地搞出一个结果交上去，但并不知道自己在...
每一次易用的 deep learning 框架的出现,都会带来一次新的 deep learning 热度的爆发,例如 TensorFlow、Pytorch、JAX 等等。三个具体的理由: 开发dlsys 更高效地利用现有系统 dlsys 非常有趣 dlsys 的组成部分 组合多个张量操作以构建现代机器学习模型 通过自动微分来执行一系列操作 通过专用硬件加速计算 扩展更多硬件...
去过硅谷，大概总共待过1个月左右，多是出差顺便看一下硅谷。对CMU挺熟悉的，有几个同学和朋友去CMU...
CMU DLSys 课程笔记 1 - Introduction and Logistics CMU Deep Learning System,教你如何实现一个深度学习系统。 CS 自学指南课程介绍页面 | 课程主页 本节 Slides | 本节课程视频 目前(2024.01.06)课程在线评测账号和
The next offering will be Spring 2024. In the mean time, there is plenty of material here to self-study here (slides, book, readings, assignments, ...). For researchers, educators, or others interested in this topic, we share all course material, including slides and assignments, under a...
CMU deeplearning PPT 2017 深度学习 slides CMU CMU CMU 上传者:qq_37404532时间:2018-02-10 基于CMU 10-714 Deep Learning Systems课程实现的深度学习框架needle源码.zip 基于CMU 10-714 Deep Learning Systems课程实现的深度学习框架needle源码.zip 上传者:RuanJian_GC时间:2024-10-10 ...
On the Feasibility of Wi-Fi Based Material Sensing, Diana Zhang, Jingxian Wang, Junsu Jang, Junbo Zhang, Swarun Kumar, MobiCom 2019 [PAPER] [SLIDES] [WEBSITE] Pushing the Range Limits of Commercial Passive RFIDs, Jingxian Wang, Junbo Zhang, Rajarshi Saha, Haojian Jin, Swarun Kumar, NSDI...
https://zhuanlan.zhihu.com/p/22810533 L2 -> Regression Problems KL -> Classification Problems http://deeplearning.cs.cmu.edu/slides/lec8.stochas
Demystifying Contrastive Self-Supervised Learning: Invariances, Augmentations and Dataset Biases Senthil Purushwalkam,Abhinav Gupta Advances in Neural Information Processing Systems 33 (NeurIPS 2020) PDFSlides Aligning Videos in Space and Time Senthil Purushwalkam,Tian Ye,Saurabh Gupta,Abhinav Gupta ...