Added linear projection weights

20251104_192334_965269/lightning_logs/version_0/checkpoints/best.ckpt

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20251104_192334_965269/manifest.json

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+  "denoiser": "lightning_logs/version_0/checkpoints/best.ckpt"
+}

20251104_192334_965269/options.json

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+    "loss_validation": "mse",
+    "loss_test": [
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+      "ssim",
+      "psnr"
+    ],
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+      "patience": 10,
+      "tolerance": 1e-06
+    }
+  },
+  "adaptor_options": {
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+    "train_denoiser": false,
+    "grouper": {
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+      "config": {},
+      "batched": true
+    },
+    "projection": {
+      "projection_id": "channel_linear_transform",
+      "projection_rank": 3,
+      "config": {
+          "regularizer": "orthogonal",
+          "group_size": 1
+      }
+    },
+    "skip": {
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+    }
+  }
+}

README.md

@@ -23,6 +23,10 @@ In particular the weights contained in this folder are associated to the followi
 - `20251029_093111_154168` - `film_no_head`: FiLM network without trained head in DRUNet.
 - `20251031_173527_494979` - `film_full`: FiLM full network
 - `20251102_135320_481765` - `lora_pca_big`: LoRA network applied on a PCA decomposition.
+- `20251104_192334_965269` - `cave_projection_matrix_orthogonal`: Linear channel projection, with orthogonal matrix.
+- `20251105_024251_967712` - `cave_projection_matrix_orthogonal_compressed`: Linear channel projection matrix to 3 channels. Matrix is constrained to be orthogonal.
+- `20251104_200826_195587` - `cave_projection_matrix_simplex`: Linear channel projection matrix constrained to be positive with sum-to-one condition.
+- `20251104_230322_748168` - `cave_projection_matrix_simplex_compressed`: Linear channel projection matrix to 3 channels. Matrix is constrained to be positive with sum-to-one condition.
 
 # Credits