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 れ
!
NCLAB
′ 蟲
AI &
Deep Learning
Mobile-IoT
Systems
Human & Social
Computing
NCLab 譯殊 郁規 覿
NCLAB
郁規覿
郁規 襦)
 瑚 豕豐 AI蠍磯 Mobile  (襦″磯 mobile-IoT , MobiSys 2008 豌 覦)
 豕豐 誤磯 覈磯 /豕豐 殊覈一 蟆/豕豐  覈覦 /焔焔
Life-immersive Socio-Physical Platform
Platforms &Services
of FUTURE
AI & Deep Learning
Human & Social
Computing
IoT/Mobile Systems
.
Real-world AI System
 Real world  讌 郁屋,
 Sensor襯 牛 physical world襦 覿 れ螳朱 一危 
 Actuator襯 牛 れ瑚 讌 螳
 AI 殊 蠏殊,  蠏殊
 一, 讌, れ螳
 Physical computing  覈覦-IoT ろ 譴 覿螳
 End-to-end 觜れ 蟯
 Real world immersion  accuracy 覦 焔
 Seamless integration of physical world, AI logic, human interaction
Data-driven AI
 れ real world 讌 郁屋蠍一
覿譟,
 蠍一讌 一危  
 DNN model building 譯
 覈 焔 譴
 , 糾, 螻襴讀 譯
Earable Intelligence Platform
 Intelligence on the Ear
 Wearable AI 譴: AI 殊 蠏殊,  蠏殊 (Real world AI襯 伎 AI螳 
螳蟾伎 伎 )
 伎企觚
  覈語  谿 覦伎
 企┯讌 覈覦-IoT HW 
 Human understanding, Sociality, Mobility, Stability
 Can such a TINY device become a platform for AI?
 襷れ  HW, 覦壱磯Μ 
 れ AI 覈,  る 

Surround Sensing
(譯朱 覈襴, 蠍願 , )
Physiological Sensing
(ろ碁 覈磯, 殊 蟇願蟯襴, )
 
螻覦讌譯手碓螻糾 貉るる 螻糾讌 AI: AI for Social
Appropriateness
豺伎伎ろ 讌襴蟯
Sleep-in-peace Hair Dryer, Mindful Vacuum Cleaner, 
Could be a most complex & advanced AI system in the real world!
れ , 譬 螻糾, 覿 覿襴, 給 (襦襯 覈襴)  貉るる一 苦 讌
螻糾讌 AI
[Platform for Massive Mobile-IoT Social Computing]
覦讌 , 覦覲給 狩!
IoT螳   讌貅譴  蟾?
蟾襷!
殊伎 襴螳 覃伎
磯ゼ 蟾  伎!
Elasticizer: Real World AI襯   AI 覈 炎鍵
 Real-world AI: 殊 蠏殊,  蠏殊
 れ 蠍郁鍵  蟆 : Mobile AI, Wearable AI, IoT AI 焔焔
  覦 螳 覦伎れ 襷 覈語 螳螳 螳覲朱  
  螳讌 覈語 れ  轟 覦  蟲  襷蟆
朱 覲 ろ
Nokia eSense 伎企觚
誤朱一 螳 50ms 危
Google Pixel 4
誤朱一 螳 200ms 危
Galaxy Watch 4
誤朱一 螳 100ms 危
[Platform for Massive Mobile-IoT Social Computing]
IoT 蠍一, 覩殊殊殊 給:
讌 讌 覩殊殊殊 企伎  蟾?
Hivemind: Social Control-and-Use of IoT towards Democratization of Public Spaces (MobiSys 21)
[Life-immersive Socio-physical Computing]
Wearable Computing, 螳 瑚 螳 朱 螻る
磯Μ 襷螳 殊伎!
蠎讌  襷
蟯企手 
Dyadic Mirror: Everyday Second-person Live-view for Empathetic Reflection upon Parent-child Interaction (IMWUT 20)
[Platform for Massive Mobile-IoT Social Computing]
覈覦 貉危, 蠏覈 蟲一  襷 蠏碁Μ!
Card-Stunt as a Service: Empowering a Massively Packed Crowd for Instant Collective
Expressiveness (MobiSys 17)
2023-Spring-final.pdf
[Life-immersive Socio-physical Computing]
 貉危朱 も 螳 ロ:
螻 伎蟆  , 襯 襷れ伎  蟾?
蟲♀鴬谿 覓語
語 覓語
る誤 覓語
https://www.youtube.com/watch?v=p9P9bBwIP54
[Life-immersive Socio-physical Computing]
蟷   譯朱 襦覺 覦
HomeMeld: Co-present Robotic Avatar System for Illusion of Living Together
[Life-immersive Socio-physical Computing]
覃襴  豺蟲 蟷 !
  企觚 
Pole-with-a-catch: 襷   豌危 ろ
Cheers! 豐螻糾 襷レ 伎ろ
TimeGlass: Creating the illusion of drinking beer together
Deep Learning
Engine
[AI Platform for life-immersive socio-physical computing]
殊企襯 螻ろ   讌
Occlumency: Privacy-preserving Remote Deep-learning Inference Using SGX
https://www.youtube.com/watch?v=aJ924Jdlwik&list=PLubxhb9-l07TLPSTp7qpvBue6sQn0_pEW
[轟  奄 螳覦  VR 蠍磯 Mobile-IoT ]
Empath-D
VR-based Empathetic App Design for Accessibility
伎企觚: 覈覦-IoT 弰 轟 18

覲伎伎? 覈 蠏 伎企觚 給.
+
螻, 螻, 螻讌, 殊 讌, , 語 蟇願, ろ碁, 一語, 
襦 螳 殊 襭 覦 蟇願蟯襴 觜るゼ  
[蠏襯 譴朱  螳ロ 殊揃 蟇願蟯襴 ]
Earable 蠍磯 れ 
蠍磯覺: 覩語 覓危誤 覈磯 覦伎  蠍磯  蟇願糾 蟲
螻殊 觜
蟲 讌覈
 IoT/覈覦  覦  貉危 覿殊 蟲 覈
 Top conferences (蟯 覿 豕螻 )
 ACM MobiSys, ACM SenSys, ACM MobiCom, ACM UbiComp, ACM CSCW, ACM
HotMobile, ACM CHI, ACM IUI, IEEE ISWC, IEEE PerCom, ACM Multimedia, 
 ACM MobiSys: 覈覦 ろ 覿 豕螻 
 ACM MobiSys 2019 General Chair
 蟲蠍郁 豕豐, 豕 朱
 蟲蠍郁 豐 22ク 譴 8ク 磯Μ 郁規 朱 (2021.10)
 ACM SenSys: IoT/覯 覦 殊 ろ 豕螻 
 ACM Sensys 2015 General Chair
 蟲蠍郁 豕豐, 豕 朱
 蟲蠍郁 豐 12ク 譴 6ク 磯Μ 郁規 朱 (2021.10)
 ACM UbiComp: 觜貎狩一 貉危 ろ 覿 豕螻 
 ACM UbiComp 2014 Program Co-Chair
 ACM CSCW:  貉危 覿 豕螻 
 蟲 蠍郁 豕豐, 豕 朱
 蟲 豐 25ク 譴 8ク 磯Μ 郁規 朱 (2021.10)
蟲 讌覈 (譟語)
 Apple, US: 豢蟲 覦 ( IBM Research)
 Nokia Bell Labs, UK: 覩殊 覦
 Telefonica Research, Spain: 覦 覦
 Amazon, US: 伎 覦 ( Qualcomm Research)
 Amazon Alexa, US: 覦 覦 ( Michigan State Univ. 蟲)
 碁 貉危郁概螻: 伎蠍 蟲
 KOREATECH 貉危郁概螻: 螳轟 蟲
 POSTECH 貉危郁概螻: 語 蟲 ( IBM Research)
Life-immersive
Socio-physical computing
 https://nclab.kaist.ac.kr
 E3-1 4438
 蟆, sookyung@nclab.kaist.ac.kr
 郁規れ
蟯螻 ル瑚
殊 覿れ:
AI & Deep Learning
Human & Social
Computing
IoT/Mobile Systems
NCLab Open Day: 11/2 () ろ 5:00

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2023-Spring-final.pdf

  • 2. AI & Deep Learning Mobile-IoT Systems Human & Social Computing NCLab 譯殊 郁規 覿 NCLAB
  • 3. 郁規覿 郁規 襦) 瑚 豕豐 AI蠍磯 Mobile (襦″磯 mobile-IoT , MobiSys 2008 豌 覦) 豕豐 誤磯 覈磯 /豕豐 殊覈一 蟆/豕豐 覈覦 /焔焔 Life-immersive Socio-Physical Platform Platforms &Services of FUTURE AI & Deep Learning Human & Social Computing IoT/Mobile Systems
  • 4. . Real-world AI System Real world 讌 郁屋, Sensor襯 牛 physical world襦 覿 れ螳朱 一危 Actuator襯 牛 れ瑚 讌 螳 AI 殊 蠏殊, 蠏殊 一, 讌, れ螳 Physical computing 覈覦-IoT ろ 譴 覿螳 End-to-end 觜れ 蟯 Real world immersion accuracy 覦 焔 Seamless integration of physical world, AI logic, human interaction Data-driven AI れ real world 讌 郁屋蠍一 覿譟, 蠍一讌 一危 DNN model building 譯 覈 焔 譴 , 糾, 螻襴讀 譯
  • 5. Earable Intelligence Platform Intelligence on the Ear Wearable AI 譴: AI 殊 蠏殊, 蠏殊 (Real world AI襯 伎 AI螳 螳蟾伎 伎 ) 伎企觚 覈語 谿 覦伎 企┯讌 覈覦-IoT HW Human understanding, Sociality, Mobility, Stability Can such a TINY device become a platform for AI? 襷れ HW, 覦壱磯Μ れ AI 覈, る Surround Sensing (譯朱 覈襴, 蠍願 , ) Physiological Sensing (ろ碁 覈磯, 殊 蟇願蟯襴, )
  • 6. 螻覦讌譯手碓螻糾 貉るる 螻糾讌 AI: AI for Social Appropriateness 豺伎伎ろ 讌襴蟯 Sleep-in-peace Hair Dryer, Mindful Vacuum Cleaner, Could be a most complex & advanced AI system in the real world! れ , 譬 螻糾, 覿 覿襴, 給 (襦襯 覈襴) 貉るる一 苦 讌 螻糾讌 AI
  • 7. [Platform for Massive Mobile-IoT Social Computing] 覦讌 , 覦覲給 狩! IoT螳 讌貅譴 蟾? 蟾襷! 殊伎 襴螳 覃伎 磯ゼ 蟾 伎!
  • 8. Elasticizer: Real World AI襯 AI 覈 炎鍵 Real-world AI: 殊 蠏殊, 蠏殊 れ 蠍郁鍵 蟆 : Mobile AI, Wearable AI, IoT AI 焔焔 覦 螳 覦伎れ 襷 覈語 螳螳 螳覲朱 螳讌 覈語 れ 轟 覦 蟲 襷蟆 朱 覲 ろ Nokia eSense 伎企觚 誤朱一 螳 50ms 危 Google Pixel 4 誤朱一 螳 200ms 危 Galaxy Watch 4 誤朱一 螳 100ms 危
  • 9. [Platform for Massive Mobile-IoT Social Computing] IoT 蠍一, 覩殊殊殊 給: 讌 讌 覩殊殊殊 企伎 蟾? Hivemind: Social Control-and-Use of IoT towards Democratization of Public Spaces (MobiSys 21)
  • 10. [Life-immersive Socio-physical Computing] Wearable Computing, 螳 瑚 螳 朱 螻る 磯Μ 襷螳 殊伎! 蠎讌 襷 蟯企手 Dyadic Mirror: Everyday Second-person Live-view for Empathetic Reflection upon Parent-child Interaction (IMWUT 20)
  • 11. [Platform for Massive Mobile-IoT Social Computing] 覈覦 貉危, 蠏覈 蟲一 襷 蠏碁Μ! Card-Stunt as a Service: Empowering a Massively Packed Crowd for Instant Collective Expressiveness (MobiSys 17)
  • 13. [Life-immersive Socio-physical Computing] 貉危朱 も 螳 ロ: 螻 伎蟆 , 襯 襷れ伎 蟾? 蟲♀鴬谿 覓語 語 覓語 る誤 覓語
  • 14. https://www.youtube.com/watch?v=p9P9bBwIP54 [Life-immersive Socio-physical Computing] 蟷 譯朱 襦覺 覦 HomeMeld: Co-present Robotic Avatar System for Illusion of Living Together
  • 15. [Life-immersive Socio-physical Computing] 覃襴 豺蟲 蟷 ! 企觚 Pole-with-a-catch: 襷 豌危 ろ Cheers! 豐螻糾 襷レ 伎ろ TimeGlass: Creating the illusion of drinking beer together
  • 16. Deep Learning Engine [AI Platform for life-immersive socio-physical computing] 殊企襯 螻ろ 讌 Occlumency: Privacy-preserving Remote Deep-learning Inference Using SGX
  • 17. https://www.youtube.com/watch?v=aJ924Jdlwik&list=PLubxhb9-l07TLPSTp7qpvBue6sQn0_pEW [轟 奄 螳覦 VR 蠍磯 Mobile-IoT ] Empath-D VR-based Empathetic App Design for Accessibility
  • 18. 伎企觚: 覈覦-IoT 弰 轟 18 覲伎伎? 覈 蠏 伎企觚 給.
  • 19. + 螻, 螻, 螻讌, 殊 讌, , 語 蟇願, ろ碁, 一語, 襦 螳 殊 襭 覦 蟇願蟯襴 觜るゼ [蠏襯 譴朱 螳ロ 殊揃 蟇願蟯襴 ] Earable 蠍磯 れ 蠍磯覺: 覩語 覓危誤 覈磯 覦伎 蠍磯 蟇願糾 蟲 螻殊 觜
  • 20. 蟲 讌覈 IoT/覈覦 覦 貉危 覿殊 蟲 覈 Top conferences (蟯 覿 豕螻 ) ACM MobiSys, ACM SenSys, ACM MobiCom, ACM UbiComp, ACM CSCW, ACM HotMobile, ACM CHI, ACM IUI, IEEE ISWC, IEEE PerCom, ACM Multimedia, ACM MobiSys: 覈覦 ろ 覿 豕螻 ACM MobiSys 2019 General Chair 蟲蠍郁 豕豐, 豕 朱 蟲蠍郁 豐 22ク 譴 8ク 磯Μ 郁規 朱 (2021.10) ACM SenSys: IoT/覯 覦 殊 ろ 豕螻 ACM Sensys 2015 General Chair 蟲蠍郁 豕豐, 豕 朱 蟲蠍郁 豐 12ク 譴 6ク 磯Μ 郁規 朱 (2021.10) ACM UbiComp: 觜貎狩一 貉危 ろ 覿 豕螻 ACM UbiComp 2014 Program Co-Chair ACM CSCW: 貉危 覿 豕螻 蟲 蠍郁 豕豐, 豕 朱 蟲 豐 25ク 譴 8ク 磯Μ 郁規 朱 (2021.10)
  • 21. 蟲 讌覈 (譟語) Apple, US: 豢蟲 覦 ( IBM Research) Nokia Bell Labs, UK: 覩殊 覦 Telefonica Research, Spain: 覦 覦 Amazon, US: 伎 覦 ( Qualcomm Research) Amazon Alexa, US: 覦 覦 ( Michigan State Univ. 蟲) 碁 貉危郁概螻: 伎蠍 蟲 KOREATECH 貉危郁概螻: 螳轟 蟲 POSTECH 貉危郁概螻: 語 蟲 ( IBM Research)
  • 22. Life-immersive Socio-physical computing https://nclab.kaist.ac.kr E3-1 4438 蟆, sookyung@nclab.kaist.ac.kr 郁規れ 蟯螻 ル瑚 殊 覿れ: AI & Deep Learning Human & Social Computing IoT/Mobile Systems NCLab Open Day: 11/2 () ろ 5:00