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
230
ベイズ深層学習(4.1)
catla
0
450
ベイズ深層学習(3.3~3.4)
catla
19
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
580
Other Decks in Research
See All in Research
snlp2025_prevent_llm_spikes
takase
0
390
大学見本市2025 JSTさきがけ事業セミナー「顔の見えないセンシング技術:多様なセンサにもとづく個人情報に配慮した人物状態推定」
miso2024
0
170
言語モデルの地図:確率分布と情報幾何による類似性の可視化
shimosan
8
2k
PhD Defense 2025: Visual Understanding of Human Hands in Interactions
tkhkaeio
1
270
投資戦略202508
pw
0
570
財務諸表監査のための逐次検定
masakat0
0
160
心理言語学の視点から再考する言語モデルの学習過程
chemical_tree
2
660
EOGS: Gaussian Splatting for Efficient Satellite Image Photogrammetry
satai
4
730
論文読み会 SNLP2025 Learning Dynamics of LLM Finetuning. In: ICLR 2025
s_mizuki_nlp
0
290
Submeter-level land cover mapping of Japan
satai
3
460
カスタマーサクセスの視点からAWS Summitの展示を考える~製品開発で活用できる勘所~
masakiokuda
2
210
GPUを利用したStein Particle Filterによる点群6自由度モンテカルロSLAM
takuminakao
0
440
Featured
See All Featured
How to train your dragon (web standard)
notwaldorf
97
6.3k
Easily Structure & Communicate Ideas using Wireframe
afnizarnur
194
16k
Chrome DevTools: State of the Union 2024 - Debugging React & Beyond
addyosmani
9
940
Making the Leap to Tech Lead
cromwellryan
135
9.6k
The Language of Interfaces
destraynor
162
25k
Intergalactic Javascript Robots from Outer Space
tanoku
272
27k
Improving Core Web Vitals using Speculation Rules API
sergeychernyshev
21
1.2k
The Pragmatic Product Professional
lauravandoore
36
7k
I Don’t Have Time: Getting Over the Fear to Launch Your Podcast
jcasabona
34
2.5k
How Fast Is Fast Enough? [PerfNow 2025]
tammyeverts
2
170
Build your cross-platform service in a week with App Engine
jlugia
234
18k
A better future with KSS
kneath
239
18k
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