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rdi-repro-pacs-resnet50
kaustubh/rdi-repro-pacs-resnet50
rdi-repro-pacs-resnet50 is a machine learning model from kaustubh. Use it for the machine learning task on the model card, and read the license before you ship it in a product. The card lists the license as mit.
Independent reimplementation of Geometric Rate-Distortion Invariance for Domain Generalization (ICML 2026 11252, OpenReview 96ma1Gyrnj). One DomainBed checkpoint per held-out PACS test environment (seed 0), trained wi…
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Updated Jul 23, 2026
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At a glance
- License
- mit
- Access
- Public
- Created
- Jul 23, 2026
- Updated
- Jul 23, 2026
- SHA
- 7d79f0a8
Model card
From the Hugging Face model README
RDI reproduction — PACS ResNet-50 checkpoints
Independent reimplementation of Geometric Rate-Distortion Invariance for Domain
Generalization (ICML 2026 #11252, OpenReview 96ma1Gyrnj). One DomainBed
checkpoint per held-out PACS test environment (seed 0), trained with the paper's
Table 5 selected hyperparameters. model.pkl follows the DomainBed save format
(algorithm state dict + args/hparams). See the reproduction logbook for
results; reproduction accuracy (3 seeds): 84.5% avg (paper: 87.4%).
- License
- mit
- Created
- Jul 23, 2026
- Updated
- Jul 23, 2026