台灣人工智慧社團 FB | YouTube | Odysee | Deep Learning 101 FB
Deep Learning 101 Meetup (The top private AI Meetup in Taiwan launched on 2016)
http://DeepLearning101.TWMAN.ORG
https://interactionx.pse.is/DLBook101 | https://interactionx.pse.is/DL101MeetupFB | https://interactionx.pse.is/DLMeetup101
如果您是錄影裡的講者，願意分享個人資料，再給訊息；感謝各位參與過的夥伴們。
如果想分享研究心得或產業相關題目，歡迎報名。
讀書會很多，Deeep Learnig 101 屬於入門後，研究/實作有心得、問題的分享討論 (畢竟，在學術/企業裡，AI是條寂寞且惶恐的道路)。
本讀書會由 TonTon Huang Ph.D. 無償贊助場地及茶水點心已逾5年，無任何 Co-organizer。
本讀書會目前主要參與者分別來自不同公司的人工智慧研發團隊。
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
Modeling the Dynamics of SGD by Stochastic Differential Equation
HD @ No. 45 @ Deep Learning 101 @ 2020/09/11Transfer Learnings & Multitask Learning
Live @ No. 32 @ Deep Learning 101 @ 2019/07/19Domain adaptation
Live @ No. 29 @ Deep Learning 101 @ 2019/03/08
劉馬克 (Mark Liou)
a.k.a 深度學習界的金城武 / 金城馬克
Machine Teaching
Live @ No. 31@Deep Learning 101 @ 2019/06/28
Introduction to geometric deep learning with implementation
No. 47 @ Deep Learning 101 @ 2020/12/04
No. 39 @ Deep Learning 101 @ 2020/03/20
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 @ 2019/10/04Speaker: 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