126
365289382011156112
Figure208726770945068114159186232
4.234226770944569
Multimodal2433267709468114132155173241287332378396
Classification285226770945977122163204222245263305350373391436483
model3358267709468114159205223
architecture360426770944573114159177200246286309355382428
Generative720289209464109159205237282309332377423
Models1166289209468119169215237283
for147228920942777110
Missing160428920946891137182205255306
Cultural1932289209459109132159210242287309
Data2265289209459104131177
Completion2465289209459109182232255301328351401451
Our900312509464109136
third10593125094257189116162
A.I.124631250945577100123
based139131250944894135180226
approach164031250944793139166212257298344
tackles200631250942671112154172217258
a2287312509448
very235831250944388116157
innovative253831250942066111156198243266284326371
challenge-293231250944389134152171216261307352382
the333831250942671117
completion347831250944389157202221266289307352398
of389931250944870
missing399531250946886127168186231276
data429431250944894117162
using447931250944890108154199
generative470131250944893139184212257280298339385
models.5111312509468114159205223264287
Generative900325709464109154200227273296314355400
models,1322325709468114159205223264287
in163132570941863
comparison171732570943985153199244272290331376422
with21613257094597799145
other232732570944668114160187
machine-learning2536325709468114155200218264309338356402447474520538584629
approaches318732570944691136163209254295341386427
do363632570944591
not374932570944590113
require388632570942672117163181208254
labeled416232570941762108153171217262
data444632570944690113158
which4626325709459104123163209
is485832570941757
in493832570941762
fact,502332570942267108131154
a5198325709446
real526632570942772118135
advantage90033890944591132177223246291337382
in130533890942166
our139433890944893121
case153833890944388129175
study.173533890944467112157199221
The197933890945298144
approach214733890944893139166212257298344
we2516338909459104
have264333890944893134180
developed284633890944793134179198243288334380
uses324933890944788135176
Deep3450338909459104150195
Convolutional3671338909459104149190236254299322341387432478496
Generative4192338909464109155200227273296314355402
Adversarial461933890945499140186213254300327345391409
Networks5053338909459104127187233260301342
(DCGAN)90035200942786145209263322349
for127235200943681108
visual140435200945472113158203222
data1648352009459104127173
completion.184435200945499167213231277301319364410432
Our2299352009477122150
DCGAN2472352009472131194249308
is280335200943172
trained289835200943563108127172217263
to318435200943681
generate3288352009459104150195223269291337
artistic364835200945886109127168190209249
data.3920352009459104127172195
We4151352009477123
then429735200943581126172
use4492352009458103149
a4663352009459
visual474535200945472113158204222
completion499035200945499167213231277299318363408
approach90036520944591137164210255296342
to126436520942065
generate134936520944590136182209255277323
a1692365209445
similar175536520944159127145163209236
looking201436520941560106145164209254
sample228836520944186154200218263
to257436520942065
the266236520941965110
asset279236520944586127172195
that301036520941965110133
we3162365209459105
want3286365209459103148171
to348036520941965
complete,356436520944187155200219264287332355
benefitting393936520944590136182205223245268286332377
from43393652094194792160
the452336520941963109
available465136520944586132150168214259277323
information49963652094156083129156224270293311359405
to90037840942368
fit9913784094234164
the107737840942369114
generated121437840944591137182209255278324369
sample160637840944186155200218264
to189337840942368
the198437840942368113
context212137840944086131154200241263
of240737840944668
the249837840942368114
damaged263537840944591159205250296342
asset.300037840944586127172197220
Figure72064350945068114159186232
5.97564350944569
Generative1066643509464109155200228274296314355401
models1490643509468113159205223264
-1776643509428
Cultural1828643509459104122145190217263281
data213264350944691114159
completion231464350944187155201219264287305351396