Experiment Results

Loss Landscape Trajectory Final Image Loss Contour Landscape1d after opt Landscape1d Small Gradient after opt Hessian hessian_grad_norm2 hessian_lambda_max Gradient theta
adaptive_robustness landscape_trajectory.png final_image.png loss_contour.png loss_landscape_1d_after_opt.png loss_landscape_1d_after_opt_small.png gradient_after_opt.png hessian_after_opt.png Missing Missing Missing
cvvdp landscape_trajectory.png final_image.png loss_contour.png loss_landscape_1d_after_opt.png loss_landscape_1d_after_opt_small.png gradient_after_opt.png hessian_after_opt.png Missing Missing Missing
cvvdp_log_contrast landscape_trajectory.png final_image.png loss_contour.png loss_landscape_1d_after_opt.png loss_landscape_1d_after_opt_small.png gradient_after_opt.png hessian_after_opt.png Missing Missing Missing
cvvdp_no_Bloch landscape_trajectory.png final_image.png loss_contour.png loss_landscape_1d_after_opt.png loss_landscape_1d_after_opt_small.png gradient_after_opt.png hessian_after_opt.png Missing Missing Missing
cvvdp_no_color landscape_trajectory.png final_image.png loss_contour.png loss_landscape_1d_after_opt.png loss_landscape_1d_after_opt_small.png gradient_after_opt.png hessian_after_opt.png Missing Missing Missing
cvvdp_no_csf landscape_trajectory.png final_image.png loss_contour.png loss_landscape_1d_after_opt.png loss_landscape_1d_after_opt_small.png gradient_after_opt.png hessian_after_opt.png Missing Missing Missing
cvvdp_no_masking landscape_trajectory.png final_image.png loss_contour.png loss_landscape_1d_after_opt.png loss_landscape_1d_after_opt_small.png gradient_after_opt.png hessian_after_opt.png Missing Missing Missing
cvvdp_no_xcm landscape_trajectory.png final_image.png loss_contour.png loss_landscape_1d_after_opt.png loss_landscape_1d_after_opt_small.png gradient_after_opt.png hessian_after_opt.png Missing Missing Missing
cvvdp_no_xcm_masking_csf_Bloch landscape_trajectory.png final_image.png loss_contour.png loss_landscape_1d_after_opt.png loss_landscape_1d_after_opt_small.png gradient_after_opt.png hessian_after_opt.png Missing Missing Missing
cvvdp_sam_0.05 landscape_trajectory.png final_image.png loss_contour.png loss_landscape_1d_after_opt.png loss_landscape_1d_after_opt_small.png gradient_after_opt.png hessian_after_opt.png Missing Missing Missing
cvvdp_sam_0.5 landscape_trajectory.png final_image.png loss_contour.png loss_landscape_1d_after_opt.png loss_landscape_1d_after_opt_small.png gradient_after_opt.png hessian_after_opt.png Missing Missing Missing
l1 landscape_trajectory.png final_image.png loss_contour.png loss_landscape_1d_after_opt.png loss_landscape_1d_after_opt_small.png gradient_after_opt.png hessian_after_opt.png hessian_grad_norm2.png hessian_lambda_max.png hessian_theta_deg.png
l2 landscape_trajectory.png final_image.png loss_contour.png loss_landscape_1d_after_opt.png loss_landscape_1d_after_opt_small.png gradient_after_opt.png hessian_after_opt.png hessian_grad_norm2.png hessian_lambda_max.png hessian_theta_deg.png
lpips landscape_trajectory.png final_image.png loss_contour.png loss_landscape_1d_after_opt.png loss_landscape_1d_after_opt_small.png gradient_after_opt.png hessian_after_opt.png Missing Missing Missing
lpips_cosine landscape_trajectory.png final_image.png loss_contour.png loss_landscape_1d_after_opt.png loss_landscape_1d_after_opt_small.png gradient_after_opt.png hessian_after_opt.png Missing Missing Missing
lpips_cosine_opt_5000 landscape_trajectory.png final_image.png loss_contour.png loss_landscape_1d_after_opt.png loss_landscape_1d_after_opt_small.png gradient_after_opt.png hessian_after_opt.png Missing Missing Missing
lpips_cosine_opt_50000 landscape_trajectory.png final_image.png loss_contour.png loss_landscape_1d_after_opt.png loss_landscape_1d_after_opt_small.png gradient_after_opt.png hessian_after_opt.png Missing Missing Missing
lpips_distill_from_cvvdp landscape_trajectory.png final_image.png loss_contour.png loss_landscape_1d_after_opt.png loss_landscape_1d_after_opt_small.png gradient_after_opt.png hessian_after_opt.png Missing Missing Missing
lpips_no_relu landscape_trajectory.png final_image.png loss_contour.png loss_landscape_1d_after_opt.png loss_landscape_1d_after_opt_small.png gradient_after_opt.png hessian_after_opt.png Missing Missing Missing
lpips_opt_5000 landscape_trajectory.png final_image.png loss_contour.png loss_landscape_1d_after_opt.png loss_landscape_1d_after_opt_small.png gradient_after_opt.png hessian_after_opt.png Missing Missing Missing
lpips_opt_50000 landscape_trajectory.png final_image.png loss_contour.png loss_landscape_1d_after_opt.png loss_landscape_1d_after_opt_small.png gradient_after_opt.png hessian_after_opt.png Missing Missing Missing
lpips_sam landscape_trajectory.png final_image.png loss_contour.png loss_landscape_1d_after_opt.png loss_landscape_1d_after_opt_small.png gradient_after_opt.png hessian_after_opt.png Missing Missing Missing
lpips_sam_0.05 landscape_trajectory.png final_image.png loss_contour.png loss_landscape_1d_after_opt.png loss_landscape_1d_after_opt_small.png gradient_after_opt.png hessian_after_opt.png Missing Missing Missing
msssim landscape_trajectory.png final_image.png loss_contour.png loss_landscape_1d_after_opt.png loss_landscape_1d_after_opt_small.png gradient_after_opt.png hessian_after_opt.png Missing Missing Missing
ssim landscape_trajectory.png final_image.png loss_contour.png loss_landscape_1d_after_opt.png loss_landscape_1d_after_opt_small.png gradient_after_opt.png hessian_after_opt.png Missing Missing Missing