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homework0

Please write about a deep learning expert in your README.md. he/she can be a professor (e.g., Yann LeCun), a Ph.D student (e.g., Joseph Chet Redmon), a hacker (e.g., Flood Sung), a researcher (e.g., John Schulman), an enginner (e.g., Soumith Chintala), an entrepreneur (e.g., Matthew Zeiler), etc. To avoid writing the same person, please report the person's name in https://docs.google.com/spreadsheets/d/153XruMO7DPONzBTkxh8ZoYSto1E_2zO021vs0prWZ_Q/edit?usp=sharing First come first serve!

報告對象:

Andrej Karpathy

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選擇報告他的原因:

大多數人第一次知道Andrej Karpathy這個人,多半是因為2016年史丹佛的一堂課Convolutional Neural Network for Visual Recognition(課號:CS231n),該課程是李飛飛(Fei-Fei Li)教授所開設的,並且是史丹佛的第一堂深度學習課程。雖然是李飛飛教授開的課,但一大半的時間是由Andrej Karpathy這位Course Instructor授課,雖然他當時還是李飛飛教授的博士生,但是講起課來深入淺出,讓人能有效率的去學習、吸收,該課程在網路上也觀看的到,相信不少人跟我一樣是看了他的課程,才開始漸漸懂得何謂深度學習的。

介紹:

Andrej Karpathy目前是Tesla汽車公司的Director of AI,致力於研究自動車的精準度。他之前曾經是OpenAI的研究科學家,主要研究電腦視覺(CV)、Generative Modeling以及Reinforcement Learning。當他就讀博士時,主要和李飛飛教授一同研究CNN/RNN架構以及其於電腦視覺(CV)、自然語言處理(NLP)之應用Andrej Karpathy就讀博士時曾在Google做過兩次的intern,主要在做Youtube影片的large-scale feature learning;也曾在Deepmind做過一次intern,主要做Deep Reinforcement Learning。Andrej Karpathy參予了幾項Javascript的Deep Learning library的maintain(e.g. ConvNetJS , RecurrentJS , REINFORCEjs , t-sneJS)。總體而言他是一位研究、實作和教學能力都非常傑出的人。若是對他有興趣,可以去關注他的 WebsiteTwitterBlogGitHub

Representative Papers:

DenseCap: Fully Convolutional Localization Networks for Dense Captioning Justin Johnson*, Andrej Karpathy*, Li Fei-Fei CVPR 2016 (Oral)

Deep Visual-Semantic Alignments for Generating Image Descriptions Andrej Karpathy, Li Fei-Fei CVPR 2015 (Oral)

ImageNet Large Scale Visual Recognition Challenge Olga Russakovsky, Jia Deng, Hao Su, Jonathan Krause, Sanjeev Satheesh, Sean Ma, Zhiheng Huang, Andrej Karpathy, Aditya Khosla, Michael Bernstein, Alexander C. Berg, Li Fei-Fei IJCV 2015

Large-Scale Video Classification with Convolutional Neural Networks Andrej Karpathy, George Toderici, Sanketh Shetty, Thomas Leung, Rahul Sukthankar, Li Fei-Fei CVPR 2014 (Oral)

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