Upgrade to Pro
— share decks privately, control downloads, hide ads and more …
Speaker Deck
Features
Speaker Deck
PRO
Sign in
Sign up for free
Search
Search
TGS Salt Identification Challenge 12th place so...
Search
catla
November 30, 2018
Research
3
11k
TGS Salt Identification Challenge 12th place solution
catla
November 30, 2018
Tweet
Share
More Decks by catla
See All by catla
ベイズ深層学習(6.3)
catla
2
220
ベイズ深層学習(6.2)
catla
3
230
[読み会資料] Federated Learning for Vision-and-Language Grounding Problems
catla
0
290
ベイズ深層学習(5.1~5.2)
catla
0
220
ベイズ深層学習(4.1)
catla
0
440
ベイズ深層学習(3.3~3.4)
catla
18
11k
ベイズ深層学習(2.2~2.4)
catla
6
1.3k
23回アルゴリズムコンテスト 1位解法
catla
6
670
Learning Lightweight Lane Detection CNNs by Self Attention Distillation(ICCV2019)の紹介
catla
0
570
Other Decks in Research
See All in Research
SSII2025 [SS2] 横浜DeNAベイスターズの躍進を支えたAIプロダクト
ssii
PRO
7
3.9k
データサイエンティストの就労意識~2015→2024 一般(個人)会員アンケートより
datascientistsociety
PRO
0
900
最適化と機械学習による問題解決
mickey_kubo
0
160
PhD Defense 2025: Visual Understanding of Human Hands in Interactions
tkhkaeio
1
120
RHO-1: Not All Tokens Are What You Need
sansan_randd
1
160
Principled AI ~深層学習時代における課題解決の方法論~
taniai
3
1.2k
When Submarine Cables Go Dark: Examining the Web Services Resilience Amid Global Internet Disruptions
irvin
0
270
2025年度 生成AIの使い方/接し方
hkefka385
1
750
20250624_熊本経済同友会6月例会講演
trafficbrain
1
540
EOGS: Gaussian Splatting for Efficient Satellite Image Photogrammetry
satai
4
390
Vision and LanguageからのEmbodied AIとAI for Science
yushiku
PRO
1
460
近似動的計画入門
mickey_kubo
4
1k
Featured
See All Featured
Being A Developer After 40
akosma
90
590k
Testing 201, or: Great Expectations
jmmastey
45
7.6k
GraphQLの誤解/rethinking-graphql
sonatard
71
11k
Helping Users Find Their Own Way: Creating Modern Search Experiences
danielanewman
29
2.8k
How to Think Like a Performance Engineer
csswizardry
25
1.8k
Dealing with People You Can't Stand - Big Design 2015
cassininazir
367
26k
Large-scale JavaScript Application Architecture
addyosmani
512
110k
Embracing the Ebb and Flow
colly
86
4.8k
CoffeeScript is Beautiful & I Never Want to Write Plain JavaScript Again
sstephenson
161
15k
The Power of CSS Pseudo Elements
geoffreycrofte
77
5.9k
Building Adaptive Systems
keathley
43
2.7k
Into the Great Unknown - MozCon
thekraken
40
2k
Transcript
5(44BMU*EFOUJpDBUJPO$IBMMFOHF 5FBN-FBSOJOHUIF'VUVSF UIQMBDFTPMVUJPO DBUMB ,BHHMFNFFUVQ LBHHMF@UPLZP
ࣗݾհ ໊લܡɹঘً 5XJUUFS!LBUTVSB@KQ ॴଐஜେֶɹใֶ܈ɹใՊֶྨɹ ϓϩάϥϛϯάྺ ઐ߈ແ͠ ͦͷଞ
ࠓճ͕,BHHMFॳઓ
νʔϜհ
ίϯϖͷ֓ཁ ը૾͔ΒԘؚ͕·Ε͍ͯΔ෦ΛృΓֆ͢Δίϯϖ ηϚϯςΟοΫηάϝϯςʔγϣϯ *OQVUσʔλάϨʔεέʔϧը૾ Y σʔλ EFQUIσʔλը૾ͷਂ͞ใ 5SBJOJOHEBUBTFUຕ 5FTUEBUBTFUຕ ࢀՃνʔϜ
UFBNT σʔλαΠζ͕খ͍͞ ظؒɿd
wධՁࢦඪ w *P6 JOUFSTFDUJPOPWFSVOJPO ίϯϖͷ֓ཁ w͔ͬͨ͠ wॎʹਨͳϚεΫͷ༧ଌਫ਼
1VCMJD-#UI
1SJWBUF-#UI
4PMVUJPO 6/FUϕʔε
4PMVUJPO
4PMVUJPO 6/FU
4PMVUJPO d#BTF&ODPEFSd DBUMB 3FT/F9U MZBLB 3FT/FU BMVQ
3FT/FU 3FT/F9U DPTUBT 3FT/FU PVSBOPT %FOTF/FU USJBO 3FT/FU
4PMVUJPO .BY1PPMJOH $POWE TUSJEFT *OQVUTJ[F Y Y
4PMVUJPOd&ODPEFSd #BDLCPOF#MPDL #BDLCPOF#MPDL Y D D
I X D (MPCBMQPPMJOH %FOTF 3FMV %FOTF 4JHNPJE
4PMVUJPOd&ODPEFSd #BDLCPOF#MPDL #BDLCPOF#MPDL Y Y I X D (MPCBMQPPMJOH %FOTF
D D 3FMV %FOTF 4JHNPJE $POWE LFSOFMTJ[F PVUDIBOOFM 4JHNPJE I X I X D
4PMVUJPOdDFOUFSd $POWE #/ 3FMV $POW % $POWE #/ 3FMV $POWE
#/ 3FMV $POW % $POW % $POW % %%FMBUJPO
4PMVUJPOd%FDPSEFSd $POWE #/ 3FMV $POWE #/ 3FMV Y Y
D D $POWE LFSOFMTJ[F PVUDIBOOFM 4JHNPJE I X I X D $POWE #/ 3FMV $POWE #/ 3FMV I X D (MPCBMQPPMJOH %FOTF 3FMV %FOTF 4JHNPJE
4PMVUJPO -PTT 'PDBM-PTT -PWBT[MPTT BDUJWBUJPO3FMVPSFMV 0QUJNJ[FS "EBN NPNFOUVN4(%
4PMVUJPO )ZQFSDPMNO
4PMVUJPO ɾQTFVEPMBCFMJOH ɾ4OBQ4IPU&OTFNCMJOH ɾ'BTU(FPNFUSJD&OTFNCMJOH
4PMVUJPO
4PMVUJPO -PTT
4PMVUJPOd1PTU1SPDFTTJOHd
4PMVUJPOd1PTU1SPDFTTJOHd
4PMVUJPOd1PTU1SPDFTTJOHd 1VCMJD-# 1SJWBUF-#ʹɺ ӨڹΛ༩͑ͳ͔ͬͨ
͓ΘΓʹ 5XJUUFS աڈͷίϯϖ 2JJUB (JU)VC .FEJVN 4MJEFTIBSF BS9JW ຊ FUDʜ
ͲΜͲΜ׆༻͠Α͏ʂ ᩦཉʹ୳ͤ༗༻ͳใ͕͝Ζ͝Ζམͪͯ ·͢ɻࠓճͷίϯϖͰɺ͜ΕΒΛಛʹ׆ ༻͍ͯ͠·ͨ͠ɻͥͻࢀߟʹ