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
12k
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
230
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
310
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
460
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
600
Other Decks in Research
See All in Research
Mamba-in-Mamba: Centralized Mamba-Cross-Scan in Tokenized Mamba Model for Hyperspectral Image Classification
satai
3
410
CoRL2025速報
rpc
3
3.8k
Agentic AI Era におけるサプライチェーン最適化
mickey_kubo
0
110
AWSで実現した大規模日本語VLM学習用データセット "MOMIJI" 構築パイプライン/buiding-momiji
studio_graph
2
1.1k
教師あり学習と強化学習で作る 最強の数学特化LLM
analokmaus
2
800
若手研究者が国際会議(例えばIROS)でワークショップを企画するメリットと成功法!
tanichu
0
130
Panopticon: Advancing Any-Sensor Foundation Models for Earth Observation
satai
3
530
[IBIS 2025] 深層基盤モデルのための強化学習驚きから理論にもとづく納得へ
akifumi_wachi
19
9.2k
競合や要望に流されない─B2B SaaSでミニマム要件を決めるリアルな取り組み / Don't be swayed by competitors or requests - A real effort to determine minimum requirements for B2B SaaS
kaminashi
0
440
ACL読み会2025: Can Language Models Reason about Individualistic Human Values and Preferences?
yukizenimoto
0
110
Satellites Reveal Mobility: A Commuting Origin-destination Flow Generator for Global Cities
satai
3
320
音声感情認識技術の進展と展望
nagase
0
420
Featured
See All Featured
Creating an realtime collaboration tool: Agile Flush - .NET Oxford
marcduiker
35
2.3k
Facilitating Awesome Meetings
lara
57
6.7k
New Earth Scene 8
popppiees
0
1.3k
We Are The Robots
honzajavorek
0
130
How Fast Is Fast Enough? [PerfNow 2025]
tammyeverts
3
420
CSS Pre-Processors: Stylus, Less & Sass
bermonpainter
359
30k
Efficient Content Optimization with Google Search Console & Apps Script
katarinadahlin
PRO
0
270
Navigating Algorithm Shifts & AI Overviews - #SMXNext
aleyda
0
1.1k
Learning to Love Humans: Emotional Interface Design
aarron
274
41k
Distributed Sagas: A Protocol for Coordinating Microservices
caitiem20
333
22k
HDC tutorial
michielstock
1
280
KATA
mclloyd
PRO
33
15k
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