Upgrade to Pro
— share decks privately, control downloads, hide ads and more …
Speaker Deck
Speaker Deck
PRO
Sign in
Sign up for free
TGS Salt Identification Challenge 12th place solution
catla
November 30, 2018
Research
3
8.8k
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
1
140
ベイズ深層学習(6.2)
catla
3
140
[読み会資料] Federated Learning for Vision-and-Language Grounding Problems
catla
0
86
ベイズ深層学習(5.1~5.2)
catla
0
130
ベイズ深層学習(4.1)
catla
0
250
ベイズ深層学習(3.3~3.4)
catla
17
9.7k
ベイズ深層学習(2.2~2.4)
catla
6
1k
23回アルゴリズムコンテスト 1位解法
catla
6
580
Learning Lightweight Lane Detection CNNs by Self Attention Distillation(ICCV2019)の紹介
catla
0
360
Other Decks in Research
See All in Research
ABCIで回そう爆速深層学習 (基礎編)
yoshipon
8
4.4k
時間情報表現抽出とルールベース解析器のこれから / Temporal Expression Analysis in Japanese and Future of Rule-based Approach
yag_ays
PRO
0
730
ECサイトにおけるデータ駆動型意思決定のための非線形テンソル因子分解を用いたVisual Analyticsシステムの検討
ae14watanabe
0
200
ICCV 2021 ただただVision and Languageの論文を読んでみた
yushiku
3
1.7k
第8回チャンピオンズミーティング・サジタリウス杯決勝集計 / Umamusume Sagittarius 2021 Final
kitachan_black
0
1.1k
第10回チャンピオンズミーティング・アクエリアス杯ラウンド2集計 / Umamusume Aquarius 2022 Round2
kitachan_black
0
1.1k
論文読み会資料When Shift Operation Meets Vision Transformer:An Extremely Simple Alternative to Attention Mechanism
sensetime_japan
1
720
Recent Findings on Density-Ratio Approachesin Machine Learning
masakat0
0
220
測定に起因するバイアスについて
yurika_kawazoe
1
1.5k
幼少期の自然体験が理科学習への態度に及ぼす影響
arumakan
0
820
Natural language processing tells us the shape of language
eumesy
0
260
文献紹介:Dynamic Contextualized Word Embeddings
a1da4
2
150
Featured
See All Featured
The Straight Up "How To Draw Better" Workshop
denniskardys
225
120k
How to Ace a Technical Interview
jacobian
265
21k
Infographics Made Easy
chrislema
233
17k
Thoughts on Productivity
jonyablonski
43
2.2k
Teambox: Starting and Learning
jrom
121
7.6k
StorybookのUI Testing Handbookを読んだ
zakiyama
4
2k
The Most Common Mistakes in Cover Letters
jrick
PRO
4
24k
Visualization
eitanlees
124
11k
Dealing with People You Can't Stand - Big Design 2015
cassininazir
350
21k
Making the Leap to Tech Lead
cromwellryan
113
6.9k
Clear Off the Table
cherdarchuk
79
280k
Creatively Recalculating Your Daily Design Routine
revolveconf
205
10k
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