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。
- 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、碰上問題之後的分享討論（畢竟，在大多數學術/企業裡做AI 就是一條寂寞且惶恐的道路)
- 本讀書會由台灣雪豹科技無償贊助位於台北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台灣雪豹科技、中強光電、中研院、Deep Q、安碁資訊 等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 @ 台灣雪豹科技
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
Affiliation: 台灣雪豹科技 (Leopard Mobile)
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 @ 2019/12/13 @ 台灣雪豹科技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
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Deep Learning 101 2週年
Live @ No. 25 @ Deep Learning 101 @ 2018/11/09 @ 台灣雪豹科技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
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Autoencoders @ 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 @ 2017/08/11 @ 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