UnderstandingDeepLearning-ZH-CN Understanding DeepLearning 中文翻译 原版来自:https://udlbook.github.io/udlbook/by Simon J.D. Prince Published by MIT Press Dec 5th 2023. 本仓库1-9章基于2023-12-23版本,第10章开始基于2024-02-15版本的原书进行翻译,只翻译正文部分,不包括前言和附录。使用ChatGPT进行...
该书是由 Simon J.D. Prince 编写的一本关于深度学习的专业书籍,内容涵盖深度学习的理论基础、性能评估、卷积网络、Transformers、图神经网络、生成对抗网络(GANs)、扩散模型(Diffusion Models)、强化学习等主题,并附有大量练习题。 收录于: 第103 期 标签: 深度学习 书籍 AI...
Learning non-maximum suppression intro: CVPR 2017 project page: https://www.mpi-inf.mpg.de/departments/computer-vision-and-multimodal-computing/research/object-recognition-and-scene-understanding/learning-nms/ arxiv: https://arxiv.org/abs/1705.02950 github: https://github.com/hosang/gossipnet Relat...
[0] Bengio, Yoshua, Ian J. Goodfellow, and Aaron Courville. "Deep learning." An MIT Press book. (2015). [html] (Deep Learning Bible, you can read this book while reading following papers.) ⭐️⭐️⭐️⭐️⭐️ 1.1 回顾 [1] LeCun, Yann, Yoshua Bengio, and Geoffrey...
论文标题:Multi-task Self-Supervised Visual Learning (2017) 论文链接: 网页链接 笔记链接: 网页链接 论文标题:Split-Brain Autoencoders: Unsupervised Learning by Cross-Channel Prediction (2017) 论文链接: 网页链接 笔记链接: 网页链接 论文标题:Colorization as a Proxy Task for Visual Understanding (2017) ...
Designing, Visualizing and Understanding Deep Neural Networks-UC Berkeley UVA Deep Learning CourseMSc in Artificial Intelligence for the University of Amsterdam. MIT 6.S094: Deep Learning for Self-Driving Cars MIT 6.S191: Introduction to Deep Learning ...
30. star:74|Understanding and Robustifying Differentiable Architecture Search(图像分类) 论文:https://arxiv.org/pdf/1909.09656v2.pdf 代码:https://github.com/automl/RobustDARTS 31. star:72|Fast Neural Network Adaptation via Parameter Remapping and Architecture Search(图像分类/目标检测/语义分割) ...
[0] Bengio, Yoshua, Ian J. Goodfellow, and Aaron Courville. "Deep learning." An MIT Press book. (2015). [html] (Deep Learning Bible, you can read this book while reading following papers.) 1.1 回顾 [1] LeCun, Yann, Yoshua Bengio, and Geoffrey Hinton. "Deep learning." Nature 521.75...
资料:Document Understanding Conferences(文书理解会议):http://www-nlpir.nist.gov/projects/duc/data.html 共指消解 信息:共指消解:https://nlp.stanford.edu/projects/coref.shtml 论文:Deep Reinforcement Learning for Mention-Ranking Coreference Models(对Mention-Ranking的共指模型进行深度强化学习:https://ar...
UnderstandingDeepLearning-ZH-CN Understanding DeepLearning 中文翻译 原版来自:https://udlbook.github.io/udlbook/by Simon J.D. Prince Published by MIT Press Dec 5th 2023. 本仓库暂时基于2023-12-23版本的原书进行翻译,只翻译正文部分,不包括前言和附录。使用ChatGPT进行机翻并进行人工审核,如有翻译错误还...