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@mhubii mhubii commented Feb 24, 2025

Replaces #53.

Mainly addresses:

Also addresses:

Note to self: Simple loss

loss = torch.nn.functional.mse_loss(
    foreground_distance_maps, renders["camera"]
) 

converges better (given good initialization) than

loss = torch.nn.functional.mse_loss(
    foreground_distance_maps, renders["camera"]
) - torch.nn.functional.mse_loss(background_distance_maps, renders["camera"])

@mhubii mhubii merged commit 5e3341e into main Feb 25, 2025
5 of 12 checks passed
@mhubii mhubii deleted the dev-dr-robustness-prod branch February 25, 2025 11:36
mhubii added a commit that referenced this pull request Feb 25, 2025
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