逛汉宸ユ鸿解澶т浠垛锛2017骞村澶ф涓猴

璋锋AlphaGo灏5杩琛涔璁哄娑涓浠璁┾存涓虹癸翠护氨澶х浜哄伐鸿解搴娓┿

2016骞3AlphaGo昏触存涓涔ㄤ瀵逛汉宸ユ鸿界浼间褰诲圭锛灞轰绌风澶т浠垛淇杩绉棰娣辫┿灏涓2016骞52017骞5锛浜哄伐鸿藉ㄥ绌舵归㈠寰瑕绐达浠ュ藉澶绉骇浼璁腑惧虹充涓娌胯癸姝ゅ浜哄伐鸿藉2017骞寸琛ㄧ杩琛灞

瀛绌堕锛

瀛宸ㄥぇ浼ㄤ骇涓蹇灞锛浜哄伐鸿戒骇涓瀛宸茬骇寰澶姝ｅ瀛搴锛濡娣卞害瀛虹涓轰汉宸ユ鸿界灞渚浜ソ′欢锛缁杩浜浼琚箍娉杩ㄥ版村琛涓锛浠ヤ浜瑕瀛绌剁达

绁缁哄ㄧ炕璇

2016骞9搴锛璋锋 ArXiv.org 涓琛ㄨGoogle`s Neural Machine Translation System: Bridging the Gap between Human and Machine Translation锛浠缁璋锋绁缁哄ㄧ炕璇绯荤锛GNMT锛Google Neural Machine Translation锛璇ョ郴缁浣跨ㄤ褰杩璁瀹浜哄ㄧ炕璇棰澶х淬缁ㄦヨ淮虹剧伴荤绔锋瀛涓娴瀹锛GNMT ㄥ涓富瑕璇瀵圭缈昏涓缈昏璇樊浣55%-85%浠ヤ

11 锛璋锋璁烘瀹ｅ浜跺ㄥ璇哄ㄧ炕璇涓绐达瀹浜 zero-shot 缈昏锛杩琛ㄦ浠ヤ娆℃х炕璇涓存瀛锛涓涓峰戒涓涓涓扮炕璇

璇宠

2016骞1019ョ涓绡璁烘Achieving Human Parity in Conversational Speech Recognition涓寰蒋浜哄伐鸿戒绌堕ㄩㄧ涓涓绌惰宸ョ甯㈤ュ轰浠璇宠郴缁瀹浜涓涓褰稿虫翠璇锛WER锛锛杈惧颁5.9%锛杩涓板宸茬浜汉璁板蜂娈靛璇姘村钩杩涓绋纰灏涓鸿界ㄨ宠ュ寮虹娑璐瑰浼涓浜у甯ュ箍娉褰卞

煎涓2017骞3锛 IBM瀹瑰瀹㈠瀹ｇОIBM 绯荤璇宸茬瓒浜涔寰蒋ュ浣虫按骞筹杈惧颁5.5%IBM硅〃绀衡瑕杈惧板汉涓凤浠惰浠烘村

璇冲

2016骞9锛璋锋 DeepMind 甯瀹缁浠浠ㄦ浆璇崇郴缁涓寰澶ц灞DeepMind 琛ㄧず锛浠浠扮娣卞害妯″ WaveNet 灏哄ㄨ冲琛ㄧ涓汉绫讳存按骞崇宸冲缂╁50%

杩2017骞村璇冲缁х画涓烘繁搴涔绀惧虹绌剁瑕棰涔涓锛涓哥户琛ㄦ宠涓璇鹃绌惰锛惧害Deep VoiceYoshua Bengio㈤虹Char2Wav浠ュ璋锋Tacotron绛

娣卞害瀛璇ょ

や涓㈡颁绌朵绐达娣卞害瀛ㄥ搴ㄤ腑涔澶х绌惰灞朵腑锛煎涓灏辨ぇ瀛绌惰璁浜涓涓浠ヨょ绠娉璇ョ绌剁稿宠Dermatologist-level classification of skin cancer with deep neural networks琛ㄤ2017骞1Nature 灏锛璇ョ娉澶甫涓涓稿崇剧绛剧惧濮涓朵璁绠娉规告锛璇ユ规瑕澶甯稿锛涔涓瑕ㄥ绫讳瀵瑰惧琛缁锛杩璁哥娉澶绉绫绘村箍娉版璇ョ宸茬浜21浣璁よょ荤瀵规娴璇ㄨ涓甯歌村界ょ璇锛璇ョ娉琛ㄧ宸茶藉缇ょ荤

藉瑕浼璁癸

介椤跺琛涓浼璁ㄦ宸茬涓虹ラㄧ讲杩灞椋锛浜哄伐鸿借圭纰版瀵瑰惰跨棰娴锛涓娆℃杩浜虹被鸿界娲荤杩锛

寰蒋Build2016寮澶т锛浜哄伐鸿藉ㄨ挎腑瑕瑙

2016骞331ヤ妇Build 2016寮澶т涓锛寰蒋CEO绾冲痉琛ㄧず锛浜哄伐鸿藉ㄨ挎腑瑕瑙层绾冲痉绉板井杞AI璁″涓衡瀵硅冲钩锛杩棰涓缁琚藉涓哄井杞Bot舵锛ュ╃ㄨ宸ュ峰绉澶╂哄ㄤ汉村杩繁搴ㄣ

2016璋锋I/O寮澶т锛哄ㄥ涔浜哄伐鸿芥胺姝10骞寸

2016骞518ワ缇藉版堕达锛璋锋涓骞翠搴寮澶тI/O濡涓惧锛I/O澶т涓昏癸胺姝浜哄伐鸿戒骇杩璋锋灏璇冲╂Google Now村涓Google Assistant锛斥璋锋╂锛跺澶娲讳澶╁伐GoogleTalk锛灏剁涓轰涓瀛澶╄蒋浠Allo涓涓棰澶╄蒋浠Duo锛Allo褰涓浠ュ绉哄ㄤ汉杩琛浜ゆ锛涔跺璋锋╂妞ュ朵腑璋锋CEO Sundar Pichai涔ㄦ璁插涓存褰版猴哄ㄥ涔浜哄伐鸿芥胺姝10骞寸广

2016骞磋胺姝绉瀛ｆ板甯浼锛璋锋ヤMobile First杞AI First

缇藉版堕2016骞104ワ璋锋涓捐浜澶虫敞板甯浼锛璋锋CEO Sundar Pichai瀹ｅ璋锋ヤMobile First 锛绉诲ㄤ锛杞AI First锛浜哄伐鸿戒锛 Sundar Pichai绉帮界舵浠寮濮杩娈垫绋锛宸茬拌藉ㄦ哄ㄥ涔浜哄伐鸿戒宸ㄥぇ杩姝ワ瀹浠浜俊锛璁╂镐俊璋锋ㄦ涓10骞存ㄤ负ㄦ峰浜虹涓瑗裤

2016浜椹AWS re:invent澶т锛AWSMXNet浣涓哄舵涓昏娣卞害瀛妗

2016骞翠椹AWS re:invent澶т澶锛浜椹棣甯Werner Vogels瀹ｅ锛Amazon Web Services锛AWS锛涓MXNet浣涓哄舵涓昏娣卞害瀛妗讹Werner Vogels琛ㄧず锛AWS灏缁х画渚浠ｇ硅妗ｏ骞朵璧寸MXNet绯荤浠浠灏浼涓跺缁缁浣ヨ涓姝ユ硅MXNet

2017璋锋浜澶т锛椋瑙ｈAI姘涓诲

缇藉版堕2017骞38ヨ10ワGoogle Cloud NEXT '17 澶тㄧ芥ч灞变妇琛锛璋锋浜哄ㄥ涔涓汉宸ユ鸿介甯瀛椋浠ｈ〃璋锋甯浜澶涓胺姝浜 API 浜у锛骞惰В璇讳璋锋浜AI 姘涓诲ワ椋琛ㄧず锛浜哄伐鸿芥涓诲涓哄涓归姘涓诲璁＄姘涓诲绠娉姘涓诲版互姘涓诲浜烘杩崇锛璋锋灏杩浜哄伐鸿界锛璁╀汉浜洪藉浠モ涓杩ャ

2017 Facebook F8寮澶т锛寮婧Caffe2娣卞害瀛妗

2017Facebook F8寮澶т涓锛Facebook瀹ｅ寮婧Caffe2娣卞害瀛妗讹ㄤ汉宸ユ鸿芥ā搴ㄥFacebook涓变杈惧寮浣锛灏Caffe2杩惧舰娣卞害瀛寮搴锛杩锋跺浠ュ╃ㄨ变杈炬惧＄‖浠跺辩瑰寰蒋浜椹涔涓Facebook灞寮浣锛纭Caffe2ㄤ浠绯荤°

藉瑕宄颁瑙癸

浜哄伐鸿藉ㄥ藉锋璧蜂绉椋达やBAT涓褰卞浼涓烘涔ㄧН锛姹ㄧ瑙绾匡卞寮鸿芥朵唬澶ч

2016块浜澶т浜嘲浼锛浜哄伐鸿戒骇ET浠ｈ〃跺ョ搴

2016骞89ヤ妇块浜浜澶т浜嘲浼涓锛块浜甯ヤ朵汉宸ユ鸿戒骇ET锛惰ㄧぇ版AI瀹浼垮苟浠浠汉璇村憋村浣ㄥㄥ娲瀵瀹跺崇涓块浜昏℃〃绀猴ET浠ｈ〃块浜浜哄伐鸿芥朵块浜瀵规ョ搴涔璁稿20骞村绠＄块宸村反锛灏浣涓棰琚ET锛涓哄ぇ瀹惰琛剧棰娴ュ悍绠＄绉荤ET锛ET杩浠ョ簿板璇姘璇ョ浠涔绉绉澶灏锛筹浠ユ绠＄宸ヤ4.0朵唬版宸ュ

2016惧害涓澶т锛灞绀虹惧害浜哄伐鸿芥惧害澶ц

2016骞91ワ惧害涓澶тㄤ含涓捐惧害棣娆″澶ㄩ㈠绀虹惧害浜哄伐鸿芥惧害澶ц锛骞跺甯瀵瑰箍澶у涓浼缁浼涓寮惧舵稿藉搴灞惧害CEO溅瀹缁锛惧害澶ц灏涓琛涓缁锛琛轰棰琛涓澶ц锛姣濡荤澶ц浜ら澶ц澶ц绛绛

2017涓(娣卞)IT棰琚宄颁锛涓芥涓轰汉宸ユ鸿界搴璁镐扳

2017骞4涓惧2017涓(娣卞)IT棰琚宄颁涓锛BAT绛宸ㄥご涓瀹剁辫浜哄伐鸿芥朵唬褰锛ㄤ藉ㄧН灏璇搴ㄤ汉宸ユ鸿斤涓斤复浜哄伐鸿藉灞濂芥轰BAT寮濮缓骞冲锛浣椹璋锋告锛杩宸涓娆°娓ぇ瀛藉绌堕㈤㈤挎辨璁や负锛浜哄伐鸿界浜澶烘ヤ涓昏浜澶猴垮浼涓涓汉藉璇ョН涓拌涓法澶ф涓寮棰浜哄伐鸿藉┿

2017ㄧ哄ㄦ鸿藉嘲浼锛GMIS 2017锛锛哄ㄥ涔涓汉宸ユ鸿藉

2017骞527ヨ28ワ2017ㄧ哄ㄦ鸿藉嘲浼锛GMIS 2017锛灏ㄥ浜妇琛锛宄颁卞藉棣瀹朵娉ㄤ汉宸ユ鸿介娌跨濯浣哄ㄤ蹇SYNCED 涓诲锛ㄤ负涓ゅぉ澶т涓灏浣哄充哄ㄥ涔娣卞害婕璁插涓婚璁ㄨ锛澶浣浜哄伐鸿介涓濞涓瀹躲归瀛浜т缁ラ琚灏娣卞ユ璁ㄦ哄ㄥ涔涓涓娉㈡氮娼瑰涓讹瀹句滑灏涓璁ㄦ哄ㄦ鸿藉浣浠浆涓轰骇搴浠ュ浜哄伐鸿芥ㄥ棰蜂搴ㄤ烘杩灏ユ绌惰蛋藉扮瑕虫敞广

2016骞存汉宸ユ鸿借60ㄥ勾锛ㄨ琛浜瓒冲绉疮浜哄伐鸿藉2016骞村娓浠ｄ缃涓烘朵唬涓昏锛骞跺杩ョх璐ㄥ浠ヨ胺姝IBMFaceBook寰蒋BAT绛涓轰唬琛ㄧ藉澶绉宸ㄥご绾风悍寮哄ㄤ汉宸ユ鸿介甯灞稿崇绌堕娴锛2018骞62%澶у浼涓藉浼浣跨AI涓讹哄ㄥ涔娣卞害瀛鸿借崇锛杩浜ㄧ浜哄伐鸿戒琛涓搴ㄧヨ娣卞ャ涓浜哄＋棰璁★浠2017骞村濮锛浜哄伐鸿藉杩ュㄩ荤茬澶ф版涓浠ュヤ氦浜棰ㄩ㈡舵锛浠骇涓灞㈣瑷撮瑕寸虹锛涓澶ф稿诲冲搴

浠浜缃+璧板浜哄伐鸿+锛绔ㄩ涔涓浜哄伐鸿介姝ｅㄥ虹捐镐娴裤藉ㄥ法澶存ャ骇琛涓宄颁跨╂绛澶瑰绱卞浣ㄤ锛浜哄伐鸿芥灏ㄥ抽2017骞撮惧烘村ぇ介