The top private AI Meetup in Taiwan launched on 2016
Deep Learning 101 Meetup (深度學習 101 讀書會)
- 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。
- 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。
- 讀書會很多，Deeep Learnig 101 屬於入門，研究/實作有心得、問題的分享討論（畢竟，在大多數學術/企業裡，AI是條寂寞且惶恐的道路)
- 本讀書會無償贊助位於台北101大樓83樓的場地及茶水點心已近4年，且無任何其它 Co-organizer.
- 本讀書會目前主要參與者分別來自不同公司的相關人工智慧研發團隊成員。
Deep Learning 101 - 大神 Q&A I & II
Live @ No. 16@Deep Learning 101 @ 2018/02/02
深度學習界的大神們來台北101給大家解惑，疑難雜症都不用擔心
Speaker: Mark Chang
Web: https://ckmarkoh.github.io
Affiliation: Research Fellow
DeepQ (HTC Research & Healthcare)
Transfer Learnings & Multitask Learning
Live @ No. 32 @ Deep Learning 101 @ 2019/07/19Domain adaptation
Live @ No. 29 @ Deep Learning 101 @ 2019/03/08
Introduction to geometric deep learning with implementation
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: Jiero Ho
Mail: jieroyuho [ a t ] gmail.com
Affiliation: 安碁資訊股份有限公司 | Acer Cyber Security Inc. (ACSI)
Explainable Artificial Intelligence
HD @ No. 36 @ Deep Learning 101 @ 2019/12/13High-Dimensional Continuous Control Using Generalized Advantage Estimation
HD @ No. 34 @ Deep Learning 101 @ 2019/10/04
Speaker: 劉馬克 (Mark Liou)
中強光電
Machine Teaching
Live @ No. 31@Deep Learning 101 @ 2019/06/28
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 @ 2019/08/23Speaker: Ryan Chao
Affiliation: PIXNET
The Hackathon/Formosa Grand Challenge Between Us
Live @ No. 30 @ Deep Learning 101 @ 2019/05/17Deep knowledge representation and reasoning
Live @ No. 28 @ Deep Learning 101 @ 2019/02/15Semi-Supervised Classification with Graph Convolutional Networks
Live @ No. 27 @ Deep Learning 101 @ 2019/01/11Machine Reading Comprehension
Live @ No. 26 @ Deep Learning 101 @ 2018/12/07Deep Learning 101 2週年
Live @ No. 25 @ Deep Learning 101 @ 2018/11/09SOC: Social-network Opinion and Comment
Live @ No. 24 @ Deep Learning 101 @ 2018/10/12Speaker: SAS
Affiliation: Appier
Recommender System
Live @ No. 23 @ Deep Learning 101 @ 2018/09/14
Deep Bilateral Learning for Real-Time Image Enhancement
Live @ No. 22 @ Deep Learning 101 @ 2018/08/17
資深圖像演算法大神來分享
Dynamic Routing Between Capsules
HD @ No. 21 @ Deep Learning 101 @ 2018/07/06Speaker: 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 @ 2018/06/08Principled Methods for Training GAN
Live @ No. 19 @ Deep Learning 101 @ 2018/05/11Deep Generative Models @ Deep Learning Book
Live @ No.18 @ Chapter 20 @ Deep Learning 101 @ 2018/04/13Approximate Inference @ Deep Learning Book
Live @ No.17 @ Chapter 19 @ Deep Learning 101 @ 2018/03/16Confronting the Partition Function @ Deep Learning Book
Live @ No.15 @ Chapter 18 @ Deep Learning 101 @ 2018/01/12
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
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 @ 2017/12/15Structured Probabilistic Models @ Deep Learning Book
Live @ No. 12 @ Chapter 16 @ Deep Learning 101 @ 2017/10/27Autoencoders @ Deep Learning Book
Live @ No. 11 @ Chapter 14 @ Deep Learning 101 @ 2017/09/08Linear Factor Models @ Deep Learning Book
Live @ No. 10 @ Chapter 13 @ Deep Learning 101 @ 2017/08/11Representation Learning @ Deep Learning Book
Live @ No. 09 @ Chapter 15 @ Deep Learning 101 @ 2017/07/07Recurrent and Recursive Nets @ Deep Learning Book
Live @ No. 07 @ Chapter 10 @ Deep Learning 101 @ 2017/05/05Convolutional Networks @ Deep Learning Book
Live @ No. 06 @ Chapter 9 @ Deep Learning 101 @ 2017/04/14Optimization for Training Deep Models @ Deep Learning Book
Live @ No. 05 @ Chapter 8 @ Deep Learning 101 @ 2017/03/10