The top private AI Meetup in Taiwan launched on 2016/11/11

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Deep Learning 101 Meetup

深度學習 101 讀書會

  1. 如果您是錄影裡面的講者，也願意將個人資料分享，麻煩再給訊息；感謝各位參與過的夥伴們。
  2. 如果是研究主題想要分享，或有產業相關的題目想分享與討論，歡迎報名 （讀書會1個月一次)
  3. 因為相關入門讀書會很多，deeep learnig 101 是屬於入門之後，研究/實作有了心得，產生了問題，或者有了想法之後的分享討論（畢竟，在大多數學術/企業裡做AI 也是一種寂寞惶恐的道路) 本讀書會不收費 但是主動分享積極參與是基本要求 歡迎報名參與 (只是掛名者會有除名機制）.

李宏毅 教授

Mail | Web

國立臺灣大學 電機工程學系

Deep Learning 101 - 大神 Q&A

Live @ No. 16@Deep Learning 101 @ 2018/02/02 @ 台灣雪豹科技

深度學習界的大神來台北101給大家解惑，疑難雜症都不用擔心

徐宏民 (Winston Hsu) 教授

Director for NVIDIA AI LAB

國立臺灣大學 資訊工程學系

Speaker: 顏志翰 (Bean)

Upcoming Events

HD @ No. 40 @ Deep Learning 101 @ 2020/04/XX

Speaker: Ian Wang, Kay Li & Hsiang Hsu

Upcoming Events

Affiliation: 台灣雪豹科技 (Leopard Mobile)

HD @ No. 41 @ Deep Learning 101 @ 2020/05/XX

Speaker: 杜岳華 (Yueh-Hua Tu)

Mail | Web

Ph.D. student, Academia Sinica

Introduction to geometric deep learning with implementation

Facebook Video PDF

HD @ No. 37@Deep Learning 101 @ 2020/01/10 @ 台灣雪豹科技

從基礎圖訊號處理，一路過關斬將，到圖神經網路，通往幾何深度學習的偉大航道

高維資料的降維演算法及視覺化

HD @ No. 39 @ Deep Learning 101 @ 2020/03/20

高維度的資料讓人難以理解及分析；近年來，資料視覺化及降維演算法在這邊扮演了重要的角色

Speaker: Mark Chang

Web: https://ckmarkoh.github.io

Affiliation: Research Fellow

DeepQ (HTC Research & Healthcare)

PAC Bayesian for Deep Learning

HD @ No. 38 @ Deep Learning 101 @ 2020/02/14

https://www.slideshare.net/ckmarkohchang/pac-bayesian-for-deep-learning

Transfer Learnings & Multitask Learning

Live @ No. 32 @ Deep Learning 101 @ 2019/07/19

Domain adaptation

Live @ No. 29 @ Deep Learning 101 @ 2019/03/08

Speaker: Jiero Ho

Mail: jieroyuho [ a t ] gmail.com

Affiliation: 安碁資訊股份有限公司 | Acer Cyber Security Inc. (ACSI)

Explanation Model on Machine Learning

HD @ No. 36 @ Deep Learning 101 @ 2019/12/13 @ 台灣雪豹科技

Speaker: Cecile Liu

Affiliation: NLP 工程師 @ 文境資科

arXiv | Facebook Video

High-Dimensional Continuous Control Using Generalized Advantage Estimation

HD @ No. 34 @ Deep Learning 101 @ 2019/10/04 @ 台灣雪豹科技

Speaker: 劉馬克 (Mark Liou)


中強光電

Machine Teaching

Live @ No. 31@Deep Learning 101 @ 2019/06/28 @ 台灣雪豹科技

深度學習界的金城武手把手教學，還不快點看。

Speaker: 林家銘

Affiliation: 博士生 @ 國立臺灣大學 電機工程學系

Hardware Accelerators for Machine Learning

Live @ No. 33 @ Deep Learning 101 @ 2019/08/23 @ 台灣雪豹科技

Speaker: Ryan Chao

Affiliation: PIXNET

The Hackathon/Formosa Grand Challenge Between Us

Live @ No. 30 @ Deep Learning 101 @ 2019/05/17 @ 台灣雪豹科技


Deep knowledge representation and reasoning

Live @ No. 28 @ Deep Learning 101 @ 2019/02/15 @ 台灣雪豹科技


Semi-Supervised Classification with Graph Convolutional Networks

Live @ No. 27 @ Deep Learning 101 @ 2019/01/11 @ 台灣雪豹科技

Speaker: Nat Lee, Alice Hong, Ian Wang

Web:https://github.com/NatLee

Affiliation: 台灣雪豹科技 (Leopard Mobile)

Machine Reading Comprehension

Live @ No. 26 @ Deep Learning 101 @ 2018/12/07 @ 台灣雪豹科技

Speaker: TonTon

Web: http://TWMAN.ORG/NLP

Affiliation: 台灣雪豹科技 (Leopard Mobile)

Deep Learning 101 2週年

Live @ No. 25 @ Deep Learning 101 @ 2018/11/09 @ 台灣雪豹科技

Speaker: Nat Lee

Web:https://github.com/NatLee

Affiliation: 台灣雪豹科技 (Leopard Mobile)

SOC: Social-network Opinion and Comment

Live @ No. 24 @ Deep Learning 101 @ 2018/10/12 @ 台灣雪豹科技

Speaker: SAS

Affiliation: Appier

Recommender System

Live @ No. 23 @ Deep Learning 101 @ 2018/09/14 @ 台灣雪豹科技

Speaker: 黃俊仁 (Ken Huang)

Paper

VIVO

Deep Bilateral Learning for Real-Time Image Enhancement

Live @ No. 22 @ Deep Learning 101 @ 2018/08/17 @ 台灣雪豹科技

資深圖像演算法大神來分享

Dynamic Routing Between Capsules

HD @ No. 21 @ Deep Learning 101 @ 2018/07/06 @ 台灣雪豹科技

Speaker: Nat Lee, Boris Lo, Alice Hong, Ian Wang

Web: https://github.com/NatLee

Affiliation: 國立台灣科技大學 資訊工程學系

VAE: A generative model for 2D anime character faces

HD @ No. 20 @ Deep Learning 101 @ 2018/06/08 @ 台灣雪豹科技

Principled Methods for Training GAN

Live @ No. 19 @ Deep Learning 101 @ 2018/05/11 @ 台灣雪豹科技


Deep Generative Models @ Deep Learning Book

Live @ No.18 @ Chapter 20 @ Deep Learning 101 @ 2018/04/13 @ 台灣雪豹科技


Approximate Inference @ Deep Learning Book

Live @ No.17 @ Chapter 19 @ Deep Learning 101 @ 2018/03/16 @ 台灣雪豹科技


Confronting the Partition Function @ Deep Learning Book

Live @ No.15 @ Chapter 18 @ Deep Learning 101 @ 2018/01/12 @ 台灣雪豹科技

Speaker: 郭宗賢 (Larry Guo)


中強光電

Deep Learning 101 - 1週年 - A Walk in the GAN Zoo

Live @ No. 13 @ Deep Learning 101@ 2017/11/10 @ 台灣雪豹科技

社團大佬親自出馬，帶你入門 GAN，不聽對得起自己嗎？

Speaker: Ian Wang

Affiliation: 國立台灣科技大學 資訊工程學系

Monte Carlo Methods @ Deep Learning Book

Live @ No.14 @ Chapter 17 @ Deep Learning 101 @ 2017/12/15 @ 台灣雪豹科技


Structured Probabilistic Models @ Deep Learning Book

Live @ No. 12 @ Chapter 16 @ Deep Learning 101 @ 2017/10/27 @ 台灣雪豹科技

Speaker: Nat Lee

Web: https://github.com/NatLee

Affiliation: 國立台灣科技大學 資訊工程學系

Autoencoders @ Deep Learning Book

Live @ No. 11 @ Chapter 14 @ Deep Learning 101 @ 2017/09/08


Linear Factor Models @ Deep Learning Book

Live @ No. 10 @ Chapter 13 @ Deep Learning 101 @ 2017/08/11 @ 台灣雪豹科技


Representation Learning @ Deep Learning Book

Live @ No. 09 @ Chapter 15 @ Deep Learning 101 @ 2017/07/07 @ 台灣雪豹科技


Recurrent and Recursive Nets @ Deep Learning Book

Live @ No. 07 @ Chapter 10 @ Deep Learning 101 @ 2017/05/05 @ 台灣雪豹科技


Convolutional Networks @ Deep Learning Book

Live @ No. 06 @ Chapter 9 @ Deep Learning 101 @ 2017/04/14 @ 台灣雪豹科技


Optimization for Training Deep Models @ Deep Learning Book

Live @ No. 05 @ Chapter 8 @ Deep Learning 101 @ 2017/03/10 @ 台灣雪豹科技