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
210
ベイズ深層学習(6.2)
catla
3
210
[読み会資料] Federated Learning for Vision-and-Language Grounding Problems
catla
0
260
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
430
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
660
Learning Lightweight Lane Detection CNNs by Self Attention Distillation(ICCV2019)の紹介
catla
0
550
Other Decks in Research
See All in Research
Neural Fieldの紹介
nnchiba
2
700
Vision Language Modelと完全自動運転AIの最新動向
tsubasashi
0
210
アプリケーションから知るモデルマージ
maguro27
0
260
EBPMにおける生成AI活用について
daimoriwaki
0
280
LLM 시대의 Compliance: Safety & Security
huffon
0
600
Intrinsic Self-Supervision for Data Quality Audits
fabiangroeger
0
340
Satellite Sunroof: High-res Digital Surface Models and Roof Segmentation for Global Solar Mapping
satai
3
140
複数データセットを用いた動作認識
yuyay
0
120
Large Vision Language Model (LVLM) に関する最新知見まとめ (Part 1)
onely7
24
6k
打率7割を実現する、プロダクトディスカバリーの7つの極意(pmconf2024)
geshi0820
0
330
非ガウス性と非線形性に基づく統計的因果探索
sshimizu2006
0
550
AIトップカンファレンスからみるData-Centric AIの研究動向 / Research Trends in Data-Centric AI: Insights from Top AI Conferences
tsurubee
3
1.7k
Featured
See All Featured
A Philosophy of Restraint
colly
203
16k
Responsive Adventures: Dirty Tricks From The Dark Corners of Front-End
smashingmag
251
21k
Stop Working from a Prison Cell
hatefulcrawdad
267
20k
BBQ
matthewcrist
87
9.5k
How to Think Like a Performance Engineer
csswizardry
22
1.4k
Optimising Largest Contentful Paint
csswizardry
34
3.1k
Side Projects
sachag
452
42k
10 Git Anti Patterns You Should be Aware of
lemiorhan
PRO
656
59k
Code Review Best Practice
trishagee
67
18k
Principles of Awesome APIs and How to Build Them.
keavy
126
17k
Practical Orchestrator
shlominoach
186
10k
We Have a Design System, Now What?
morganepeng
51
7.4k
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