TASK	DATASET	MODEL	METRIC NAME	METRIC VALUE	GLOBAL RANK	REMOVE
Facial Expression Translation	CelebA	ComboGAN	AMT	9.6	# 5

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ComboGAN: Unrestrained Scalability for Image Domain Translation

19 Dec 2017 • Asha Anoosheh • Eirikur Agustsson • Radu Timofte • Luc Van Gool

This year alone has seen unprecedented leaps in the area of learning-based image translation, namely CycleGAN, by Zhu et al. But experiments so far have been tailored to merely two domains at a time, and scaling them to more would require an quadratic number of models to be trained... (read more)

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IMAGE-TO-IMAGE TRANSLATION

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TASK	DATASET	MODEL	METRIC NAME	METRIC VALUE	GLOBAL RANK	SOURCE PAPER	COMPARE
Facial Expression Translation	CelebA	ComboGAN	AMT	9.6	# 5		See all

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METHOD	TYPE
Batch Normalization	Normalization
Residual Connection	Skip Connections
PatchGAN	Discriminators
ReLU	Activation Functions
Tanh Activation	Activation Functions
Residual Block	Skip Connection Blocks
Instance Normalization	Normalization
Convolution	Convolutions
Leaky ReLU	Activation Functions
Sigmoid Activation	Activation Functions
GAN Least Squares Loss	Loss Functions
Cycle Consistency Loss	Loss Functions
CycleGAN	Generative Models

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