us-ijepa-v3-encoder
I-JEPA ViT-B/16 encoder for breast ultrasound, from an MSc thesis. Encoder weights only
(encoder state dict and the training cfg), 343 MB, float32. Research use; not a
clinical tool.
- Input: 224 x 224 grayscale ultrasound, repeated to 3 channels, scaled to [0, 1].
- Output: patch tokens
[B, 196, 768]; the thesis probes use the mean over patches. - Frozen linear probe, BUS-BRA (patient-grouped split): validation AUROC 0.814, test 0.870 on whole frames.
Used by the agent repository, which loads it from checkpoints/us_ijepa_v3_encoder.pt.
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