Upgrade to Pro
— share decks privately, control downloads, hide ads and more …
Speaker Deck
Sign up for free
Menu
Search
Features
All features
Private URLs
Password Protection
Custom URLS
Scheduled publishing
Remove Branding
Restrict embedding
Deck Collections
Notes
Features
All features
Private URLs
Password Protection
Custom URLS
Scheduled publishing
Remove Branding
Restrict embedding
Deck Collections
Notes
Explore
Featured decks
Featured speakers
Programming
Technology
Storyboards
Explore
Featured decks
Featured speakers
Programming
Technology
Storyboards
Pricing
Search
Sign in
Sign up for free
深層学習で切り拓くパーソナルロボットの未来 @東京大学 先端技術セミナー 工学最前線
Search
Yuya Unno
June 28, 2019
Technology
29
0
Share
Embed
Copy iframe code
Copy JS code
Copy link
Start on current slide
深層学習で切り拓くパーソナルロボットの未来 @東京大学 先端技術セミナー 工学最前線
Yuya Unno
June 28, 2019
More Decks by Yuya Unno
See All by Yuya Unno
深層学習時代の自然言語処理ビジネス @DLLAB 言語・音声ナイト
unnonouno
0
56
ベンチャー企業で言葉を扱うロボットの研究開発をする @東京大学 電子情報学特論I
unnonouno
0
53
PFNにおけるセミナー活動 @NLP2018 言語処理研究者・技術者の育成と未来への連携WS
unnonouno
0
21
進化するChainer @JSAI2017
unnonouno
0
33
予測型戦略を知るための機械学習チュートリアル @BigData Conference 2017 Spring
unnonouno
0
32
深層学習フレームワーク Chainerとその進化
unnonouno
0
38
深層学習による機械とのコミュニケーション @DeNA TechCon 2017
unnonouno
0
45
最先端NLP勉強会 “Learning Language Games through Interaction” @第8回最先端NLP勉強会
unnonouno
0
29
Chainer, Cupy⼊⾨ @Chainer meetup #3
unnonouno
0
37
Other Decks in Technology
See All in Technology
おい、エージェントを使って終わらせろ
nwiizo
1
650
EventBridge に「合流」はない ― サーバーレスのワークフローを育てるということ / No Join in EventBridge
yusukeshimizu
2
110
アプリをもっと"iOSアプリっぽく"する小さな工夫 / Small Touches That Make Your App Feel More Like an iOS App
matsuji
2
950
【技術的負債conf】事業成長に伴う技術的負債の説明責任とAIによるモニタリング、認知的負債について
i35_267
3
1.7k
LTのテーマ どうきめてる?〜5つの型と私のやり方〜
yama3133
1
110
顧客に向き合う開発組織へ。リアーキテクチャとフィーチャーチーム化で挑む組織改革
safie
0
2k
あけおめLINE 傾向とその対策
nasa9084
0
130
LLMに渡さなかった仕事
nanaism
0
690
2026-09-11 【Snowflake World Tour Tokyo 2026】Snowflakeを起点に、AI Agentが自律稼働し続ける未来へ / Driving AI Agents with Snowflake
civitaspo
0
690
負債のメタファと2026年 / Debt Metaphor in Agentic Engineering Age 202609 Edition
twada
PRO
9
4k
映像変換サーバーなしで端末内でHLSを生成してライブ配信
hikarusato
0
130
DEFCON34-Write-up_HYCu-MYCu
daikiokazaki
0
160
Featured
See All Featured
Chasing Engaging Ingredients in Design
codingconduct
0
310
JAMstack: Web Apps at Ludicrous Speed - All Things Open 2022
reverentgeek
1
600
SEO in 2025: How to Prepare for the Future of Search
ipullrank
3
3.8k
Mind Mapping
helmedeiros
1
360
The Invisible Side of Design
smashingmag
301
52k
The Organizational Zoo: Understanding Human Behavior Agility Through Metaphoric Constructive Conversations (based on the works of Arthur Shelley, Ph.D)
kimpetersen
PRO
0
460
Keith and Marios Guide to Fast Websites
keithpitt
413
23k
Design in an AI World
tapps
1
320
New Earth Scene 8
popppiees
4
2.6k
Lessons Learnt from Crawling 1000+ Websites
charlesmeaden
PRO
1
1.6k
The MySQL Ecosystem @ GitHub 2015
samlambert
251
13k
Lightning talk: Run Django tests with GitHub Actions
sabderemane
0
260
Transcript
0 1Preferred Networks
l l Chainer CuPy OSS l 2
Preferred Networks (PFN) l 2014 3 l l l 3
6 G $&"5&$+"1"/ˏນுϝοη ݄
5
× l l 6
None
CEATEC JAPAN 2018 (Oct 16–19, 2018) 8
9
10
11
12
0 1 l l 2012 l He. et.al, Deep Residual
Learning for Image Recognition. CVPR 2016.
14
2 3 2 3 15
2 3 16
17
18
19
20 /
l l l l l l 21
l l (RGBD) l (RGB) l 4 (RGB) l l
300 22
23 Sparse Dense
2 3 24
25
26
27
Needs English subtitles
29
Needs English subtitles
31
32
33
34
35
36 AR
PFDet l Google 2 l 170 1200 l NVIDIA Tesla
V100 512 37 T. Akiba, et.al. PFDet: 2nd Place Solution to Open Images Challenge 2018 Object Detection Track. ECCV2018.
l l 38 K. Takahashi, J. Tan. Deep Visuo-Tactile Learning:
Estimation of Tactile Properties from Images. ICRA2019.
l l 39 J. Hatori, et.al. Interactively Picking Real-World Objects
with Unconstrained Spoken Language Instructions. ICRA2018.
40
41 NVIDIA Tesla V100 (32GB) 512 Infiniband P
42
43
44
l 2 3 l 45
l G l l 46
l 2 l l l l 47
48
None
50 55
l l l l 0 1 l 0 1 l
l l 51
l l l 52
× l 0 1 l 0 1 l 53
15 l l 2 3 l 54
55 Photo by Kuha455405 / CC BY-SA 3.0
× l MD l MP3 1, 2 1 l ×
l × 9 01 56
l G l 57 250 8 3
0 1 1 100 58 l l 0 1 U
l l 0 1
l l l l l l 59
60
l l l × 61
62
1 l l 4 l 63
PFI/PFN 64 OSS Blog TechTalk
× l l l 2 3 l 2 3 65
l 1 l G 2 66
l l l l 295 3 l 25 3 l
l 67
l l l 68
None