# 2017台灣人工智慧年會 ###### tags: `learning` http://datasci.tw/agenda/?conf=AI - [AI 大會中研院盛大舉行,來看三大熱門現象](https://technews.tw/2017/11/10/big-ai-conference-hold-at-academia-sinica-lets-see-the-three-hot-phenomenons/) # Day1 ## Taiwan's Opportunities in the AI-First World 簡立峰 Google Taiwan 董事總經理 - [臺灣AI硬體有優勢,AI應用要跨領域](https://www.ithome.com.tw/news/118147) - [從工人智慧到人工智慧,期待又怕受傷害?](https://www.inside.com.tw/2017/11/09/machine-learning-month-ai-camp-2017) ![](https://i.imgur.com/mNvHIJa.png) ![](https://i.imgur.com/a2Fw22S.png) - [AI 時代,如果你家有兩個小孩,一個出國賺錢,另一個把家裡照顧好](https://www.inside.com.tw/2017/09/27/ai-industry) - [2017/05/03 清華大學科技管理學院_孫運璿科技講座演講- Google 台灣董事總經理簡立峰先生 主題:萬物聯網與台灣機會](https://www.youtube.com/watch?v=dZq6ispmC8E) ## 人工智慧運算系統的現況與展望 陳維超Skywatch CTO <iframe src="https://drive.google.com/file/d/1RDqfjO9qaQpvtiX27qNQy1go5pzU1ftw/preview" width="640" height="480"></iframe> ## Learn Data Science by Doing a Kaggle Competition 周志成台灣人工智慧實驗室研究員 <iframe src="https://drive.google.com/file/d/19A449DFxJbjkedo_hRbjjhoBPX3-AQTZ/preview" width="640" height="480"></iframe> ## 深度學習與 Kaggle 實戰 王淳恆聯發科技技術副理 <iframe src="https://drive.google.com/file/d/1N1eUWRcJmgt8azt6Kl7qpz7GxbU4AcY7/preview" width="640" height="480"></iframe> ## 深度學習於影像風格分類之應用 朱威達中正大學資訊工程系教授 <iframe src="https://drive.google.com/file/d/1fss3w0V0SXVTmL6riO-c3P90GjbZsNWi/preview" width="640" height="480"></iframe> ## 從資料競賽看應用實務 - KKV data game 17.06 1st place winner solution 曾凱聲KKBOX Research Develop Center Data Scientist <iframe src="https://drive.google.com/file/d/0B__CRtmLqhr1ZXhSRGl1NjBoSktJSDZDOF9FUzZxMVFxQ3p3/preview" width="640" height="480"></iframe> ## Real Time Human Body Segmentation on Mobile Device with Deep Learning 張宴晟雪豹科技 Senior Software Engineer <iframe src="https://drive.google.com/file/d/1eyMVZO106wz0C-tcZoMCc3IShAsuVVfM/preview" width="640" height="480"></iframe> ## Representation Learning on Big and Small Data 張智威 (Edward Y. Chang)HTC Research & Healthcare President ![](https://i.imgur.com/wsrktxq.png) ![](https://i.imgur.com/3EtSl7Y.png) ## Training a Deep Agent to See and Interact 孫民清華大學電機系助理教授 <iframe src="https://drive.google.com/file/d/1LMqQgdZlsP0LQriSoYLnUyavDZNZ-Rcs/preview" width="640" height="480"></iframe> ## 為 AI 打造系統、用 AI 設計系統 洪士灝台灣大學資訊工程學系教授 ![](https://i.imgur.com/LqmWg5c.png) ![](https://i.imgur.com/MykmUGh.png) ## Amazing GANs 莊鐵鴻KKStream Engineer <iframe src="https://drive.google.com/file/d/0B__CRtmLqhr1TGEtVzkzQ0pYX0o4d2dCRHlFcjVhaFA5dGE4/preview" width="640" height="480"></iframe> ## 以深度學習估算車牌競標成交價 周恩誌香港中文大學經濟系講師暨計算設施主任 <iframe src="https://drive.google.com/file/d/0B__CRtmLqhr1WG1oTVdzaUtNdmpxVjBtQmFmTHdVWmlJYy1n/preview" width="640" height="480"></iframe> ## 從雛形到千台連網相機的挑戰 吳亭範Umbo Computer Vision 科學家 <iframe src="https://drive.google.com/file/d/1hStE-37afftW72TiAL30bHiocE70-2Yg/preview" width="640" height="480"></iframe> ## 深度學習環境建置與模型訓練實務 宋政隆HTC Research & Healthcare Sr. Manager <iframe src="https://drive.google.com/file/d/1_jaYNNAfLm00GLPOfO-3S8S3n7yn9DZY/preview" width="640" height="480"></iframe> ## 影音大數據商機挖掘 陳彥呈Viscovery VP of R&D <iframe src="https://drive.google.com/file/d/0B__CRtmLqhr1VzNkUmVMMW1KdVk/preview" width="640" height="480"></iframe> ## Defect Inspection with Deep Learning 劉冠良NVIDIA / WWFO Deep Learning Solution Architect <iframe src="https://drive.google.com/file/d/0B__CRtmLqhr1TkUwYzAtUkdMOUEzcGdXQTZ3X1JuU3RrVzhn/preview" width="640" height="480"></iframe> ## 翻譯蒟蒻: 普羅大眾也聽得懂的 AI 趙式隆BravoAI Co., Ltd. 創辦人 <iframe src="https://drive.google.com/file/d/0B8Xqm0yJZ6DcRGFCeGZVbU9QQzg/preview" width="640" height="480"></iframe> --- # Day2 ## AlphaGo-深度學習與強化學習的勝利 黃士傑Google DeepMind Research Scientist - [一手打造AlphaGo傳奇首席工程師黃士傑回臺解密](https://www.ithome.com.tw/news/118163) - [AlphaGo Zero 只用了三天,就走過人類幾千年圍棋研究的歷程](https://www.inside.com.tw/2017/11/10/aja-alphago-zero) ![](https://i.imgur.com/sQicpAE.png) ![](https://i.imgur.com/5su4NRX.png) ![](https://i.imgur.com/52klhoN.png) ![](https://i.imgur.com/4z2XbzK.png) ![](https://i.imgur.com/md9pntj.png) ![](https://i.imgur.com/ZzVUqHZ.png) ![](https://i.imgur.com/aUy5U5D.png) ![](https://i.imgur.com/W1sqjdS.png) ![](https://i.imgur.com/sqslrst.png) ![](https://i.imgur.com/ec5bk4i.png) ![](https://i.imgur.com/sdgloJP.png) ![](https://i.imgur.com/A3pI6zC.png) ![](https://i.imgur.com/7a76Gc0.png) ![](https://i.imgur.com/renitYW.png) ![](https://i.imgur.com/9m1wvb6.png) ![](https://i.imgur.com/Rfbj4WD.png) ![](https://i.imgur.com/0SnQmhs.png) ![](https://i.imgur.com/yeK1boO.png) ![](https://i.imgur.com/6UYssPv.png) ![](https://i.imgur.com/qcffw2f.png) ![](https://i.imgur.com/NKAWkgC.png) ![](https://i.imgur.com/cSlkuL0.png) ![](https://i.imgur.com/TsXRJk5.png) ![](https://i.imgur.com/2kADd2V.png) ![](https://i.imgur.com/9MfM0jv.png) ![](https://i.imgur.com/WvmiBun.png) ![](https://i.imgur.com/FkKb5fg.png) ![](https://i.imgur.com/PM7MISd.png) ![](https://i.imgur.com/hEuM9nW.png) ## 文字分析在財務上的應用-以股價預測為例 楊立偉台灣大學工商管理學系教授 ![](https://i.imgur.com/7zbn5bm.png) ![](https://i.imgur.com/29ladjW.png) ![](https://i.imgur.com/CH0KUEX.png) ![](https://i.imgur.com/LrZ88hf.png) ![](https://i.imgur.com/DtvdMxv.png) ![](https://i.imgur.com/ebSuGLg.png) ![](https://i.imgur.com/DWDTRbW.png) ![](https://i.imgur.com/tW9bvjT.png) ![](https://i.imgur.com/TT6xtpX.png) ![](https://i.imgur.com/xgiolwR.png) ![](https://i.imgur.com/LgznYv5.png) ![](https://i.imgur.com/0AhnwYQ.png) ![](https://i.imgur.com/6iIGJYI.png) ![](https://i.imgur.com/fB4oPZ6.png) ![](https://i.imgur.com/LamXyXw.png) ![](https://i.imgur.com/5lKZFqo.png) ![](https://i.imgur.com/4LyCpla.png) ![](https://i.imgur.com/hsYf4Q6.png) ## 人工智慧在金融領域的應用 顧家祈 hiHedge CEO <iframe src="https://drive.google.com/file/d/0B__CRtmLqhr1QU0xX1pZaDZLdV80bFN3T0FGVDF0Z0pWTHdV/preview" width="640" height="480"></iframe> ## GAN (不是髒話) 李宏毅台灣大學電機工程系助理教授 - [李宏毅個人網站](http://speech.ee.ntu.edu.tw/~tlkagk/index.html) - [一日搞懂生成式對抗網路(GAN)](https://www.slideshare.net/tw_dsconf/ss-78795326) - [一天搞懂深度學習](https://www.slideshare.net/tw_dsconf/ss-62245351) ## AI and ME: 智慧人機互動 許永真 臺灣大學資訊工程學系教授 - [人工智慧的時代,這樣栽培小孩才對!](https://www.inside.com.tw/2017/11/13/intelligent-agents) ## 人工智慧第三波革命 林守德台灣大學資工系教授 <iframe src="https://drive.google.com/file/d/0B__CRtmLqhr1VTZTWnF6RlI2b255VjV5VnNGaE8yYzc3bG9n/preview" width="640" height="480"></iframe> ## 從手解演算法看 AI,搶錢搶糧搶未來 林國銘遠時數位科技 Sr. Manager <iframe src="https://drive.google.com/file/d/1wu-r-HVrtY5ii79lLTEmN8Ipvp-KNMdC/preview" width="640" height="480"></iframe> ## Machine Learning and Signal Processing for Assistive Hearing and Speaking Devices 曹昱資創中心副研究員 <iframe src="https://drive.google.com/file/d/1lZFpJatzAZ-ivsibZnf-UjdXa0XcW8wB/preview" width="640" height="480"></iframe> ## 使用少量標記資料訓練聊天機器人的語意模型 朱柏憲優拓資訊 Data Scientist Lead <iframe src="https://drive.google.com/file/d/0B__CRtmLqhr1VFFWaE1wR1FkWlJ1bUNpUHp4bENFUk5NNGww/preview" width="640" height="480"></iframe> ## 大數據情緒分析的經驗分享 陳宜欣清華大學資工系副教授 <iframe src="https://drive.google.com/file/d/1OR44pOhH4rUmiIOUEL4mZGfxXh7IZD3s/preview" width="640" height="480"></iframe> ## 深度學習實作上的各種卡關 蔡炎龍政治大學應用數學系副教授 ![](https://i.imgur.com/LHzPFpp.png) ![](https://i.imgur.com/LpKtqFL.png) ![](https://i.imgur.com/YNgub3f.png) ![](https://i.imgur.com/AyvoMlq.png) ## Machine Learning in Cyber Security 張佳彥趨勢科技研究開發部 Data Scientist <iframe src="https://drive.google.com/file/d/12R_8vNtl5MvTQ1JWFU211YHbF09VcdmN/preview" width="640" height="480"></iframe>