No synchronization



Original images


Hubble vs Webb original images. No synchronization

Webb original image Webb
Hubble original image Hubble

Hubble vs Webb original images (validation set). Local synchronization

Webb original image Webb
Hubble original image Hubble

Local synchronization



Pix2Pix


Original Hubble vs generated Webb. Pix2Pix

Webb original image Webb gen
Hubble original image Hubble

Original Webb vs generated Webb. Pix2Pix

Webb original image Webb gen
Hubble original image Webb orig

Pix2Pix elastic net


Original Hubble vs generated Webb. Pix2Pix elastic net

Webb original image Webb gen
Hubble original image Hubble orig

Original Webb vs generated Webb. Pix2Pix elastic net

Webb original image Webb gen
Hubble original image Webb orig

Pix2Pix L1


Original Hubble vs generated Webb. Pix2Pix L1

Webb original image Webb gen
Hubble original image Hubble orig

Original Webb vs generated Webb. Pix2Pix L1

Webb original image Webb gen
Hubble original image Webb orig

Pix2Pix L2


Original Hubble vs generated Webb. Pix2Pix L2

Webb original image Webb gen
Hubble original image Hubble orig

Original vs generated Webb. Pix2Pix L2

Webb original image Webb gen
Hubble original image Webb orig

Pix2Pix L2 LPIPS


Original Hubble vs generated Webb. Pix2Pix L2 LPIPS

Webb original image Webb gen
Hubble original image Hubble orig

Original Webb vs generated Webb. Pix2Pix L2 LPIPS

Webb original image Webb gen
Hubble original image Webb orig

Turbo


Original Hubble vs generated Webb. Turbo

Webb original image Webb gen
Hubble original image Hubble orig

Original Webb vs generated Webb. Turbo

Webb original image Webb gen
Hubble original image Webb orig

Turbo LPIPS


Original Hubble vs generated Webb. Turbo LPIPS

Webb original image Webb gen
Hubble original image Hubble orig

Original Webb vs generated Webb. Turbo LPIPS

Webb original image Webb gen
Hubble original image Webb orig

Turbo One Cycle


Original Hubble vs generated Webb. Turbo one cycle

Webb original image Webb gen
Hubble original image Hubble orig

Original Webb vs generated Webb. Turbo one cycle

Webb original image Webb gen
Hubble original image Webb orig

Turbo One Cycle LPIPS


Original Hubble vs generated Webb. Turbo one cycle LPIPS

Webb original image Webb gen
Hubble original image Hubble orig

Original Webb vs generated Webb. Turbo one cycle LPIPS

Webb original image Webb gen
Hubble original image Webb orig

Turbo Same Discriminator


Original Hubble vs generated Webb. Turbo Same Discriminator

Webb original image Webb gen
Hubble original image Hubble orig

Original Webb vs generated Webb. Turbo Same Discriminator

Webb original image Webb gen
Hubble original image Webb orig

Turbo Same Discriminator LPIPS


Original Hubble vs generated Webb. Turbo Same Discriminator LPIPS

Webb original image Webb gen
Hubble original image Hubble orig

Original Webb vs generated Webb. Turbo Same Discriminator LPIPS

Webb original image Webb gen
Hubble original image Webb orig

Palette (DDPM)


Original Hubble vs generated Webb. Palette (DDPM)

Webb original image Webb gen
Hubble original image Hubble orig

Original Webb vs generated Webb. Palette (DDPM)

Webb original image Webb gen
Hubble original image Webb orig