| Loss | Landscape Trajectory | Final Image | Loss Contour | Landscape1d after opt | Landscape1d Small | Gradient after opt | Hessian |
|---|---|---|---|---|---|---|---|
| cvvdp | |
|
|
|
|
|
|
| cvvdp_log_contrast | |
|
|
|
|
|
|
| cvvdp_no_Bloch | |
|
|
|
|
|
|
| cvvdp_no_color | |
|
|
|
|
|
|
| cvvdp_no_csf | |
|
|
|
|
|
|
| cvvdp_no_masking | |
|
|
|
|
|
|
| cvvdp_no_xcm | |
|
|
|
|
|
|
| l1 | |
|
|
|
|
|
|
| l2 | |
|
|
|
|
|
|
| lpips | |
|
|
|
|
|
|
| lpips_cosine | |
|
|
|
|
|
|
| lpips_cosine_opt_5000 | |
|
|
|
|
|
|
| lpips_no_relu | |
|
|
|
|
|
|
| lpips_opt_5000 | |
|
|
|
|
|
|
| msssim | |
|
|
|
|
|
|
| ssim | |
|
|
|
|
|
|