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Neural Scene Decoration from a Single Photograph - Coggle Diagram
Neural Scene Decoration from a Single Photograph
Image Synthesis
auto-encoders (AEs)
generative adversarial networks (GANs)
Conditional GAN (cGAN)
pix2pix
CycleGAN
spatially-adaptive normalization (SPADE)
StyleGANs
LayoutGAN
HiGAN
HouseGAN
background hallucination GAN (BachGAN)
background hallucination module
LostGANs
context
locality
MS-COCO
Scene Modeling
convolutional neural networks (CNNs)
category, location, orientation, and dimension of objects
priors
relation graph prior
convolution prior
scene unfurnishing
ClutterPalette
MageAdd
DecorIn
neural scene decoration (NSD)
SPADE
Box label
Point label
Generator
discriminator
adversarial discriminator
convolution (Conv)
batch normalization (BN)
skip-layer excitations (SLE)
GLU
Training
dataset
Structured3D
GLIDE
Frechet Inception Distance (FID)
Kernel Inception Distance
Wasserstein distance and polynomial kernel