Release paper-frozen CF-SupportNet checkpoints
Browse files- README.md +44 -3
- SHA256SUMS.txt +5 -0
- checkpoint_manifest.json +42 -0
- health_dyphygraph_r1.0_seed0.pt +3 -0
- health_dyphygraph_r1.0_seed1.pt +3 -0
- health_dyphygraph_r1.0_seed2.pt +3 -0
- health_dyphygraph_r1.0_seed3.pt +3 -0
- health_dyphygraph_r1.0_seed4.pt +3 -0
README.md
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---
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license: mit
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---
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license: mit
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library_name: pytorch
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tags:
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- digital-twins
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- scene-graphs
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- robotics
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- computer-vision
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- graph-neural-network
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---
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# CF-SupportNet
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CF-SupportNet is the learned edge-scoring component of **MedPhyGraph**
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(ECCV 2026 TwinWorld Workshop). It is NOT the full MedPhyGraph
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framework by itself: MedPhyGraph also applies deterministic State
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Consistency and Union-Based Transition-Aware Consistency (non-learned,
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code-only) on top of these scores to produce the final maintained
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support graph. See the paper and code at
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https://medphygraph.github.io/ for the complete pipeline.
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## Files
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- `health_dyphygraph_r1.0_seed0.pt` — primary checkpoint used for all
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headline paper results (rho=1.0, seed 0)
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- `health_dyphygraph_r1.0_seed{1-4}.pt` — used only for the paper's
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multi-seed reproducibility audit; not intended as alternative
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production checkpoints
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## Architecture
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One-layer GRU (hidden width 64), fusion MLP, 25,409 trainable
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parameters. Full training details in the paper, Section 3.4.
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## Citation
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```bibtex
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@inproceedings{gholizadeh2026medphygraph,
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title={MedPhyGraph: Counterfactual Support-Graph Maintenance for Dynamic Built-Environment Digital Twins},
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author={Gholizadeh HamlAbadi, Kamran and Vahdati, Monica and El Saddik, Abdulmotaleb},
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booktitle={ECCV 2026 TwinWorld Workshop},
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year={2026}
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}
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```
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SHA256SUMS.txt
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e0b34529745399ecc5da5341ed7a162173611e12c8bd50dec121b0c575c5b789 health_dyphygraph_r1.0_seed0.pt
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69ecb08422774a5e8b9c08eb457be142e7a4eee7202047dd57c0dd47dc5f88ab health_dyphygraph_r1.0_seed1.pt
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07ad8dbf145ffd7f3ca93a0e18d057029ab31cab43104795854e36a09ec3e2fb health_dyphygraph_r1.0_seed2.pt
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97e827c9330d50e1d4079d7c7f68151dbb24a0e37ed9165a737f6da6bcd82630 health_dyphygraph_r1.0_seed3.pt
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4ad5edca29d72b9f5a6d0eed1ed92c798077deb1bf81d563f6dbb5ed7b05c291 health_dyphygraph_r1.0_seed4.pt
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checkpoint_manifest.json
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[
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{
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"filename": "health_dyphygraph_r1.0_seed0.pt",
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"seed": 0,
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"role": "primary",
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"sha256": "e0b34529745399ecc5da5341ed7a162173611e12c8bd50dec121b0c575c5b789",
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"parameter_count": 25409,
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"rho": 1.0
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},
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{
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"filename": "health_dyphygraph_r1.0_seed1.pt",
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"seed": 1,
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"role": "multi-seed-audit",
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"sha256": "69ecb08422774a5e8b9c08eb457be142e7a4eee7202047dd57c0dd47dc5f88ab",
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"parameter_count": 25409,
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"rho": 1.0
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},
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{
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"filename": "health_dyphygraph_r1.0_seed2.pt",
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"seed": 2,
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"role": "multi-seed-audit",
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"sha256": "07ad8dbf145ffd7f3ca93a0e18d057029ab31cab43104795854e36a09ec3e2fb",
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"parameter_count": 25409,
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"rho": 1.0
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},
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{
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"filename": "health_dyphygraph_r1.0_seed3.pt",
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"seed": 3,
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"role": "multi-seed-audit",
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"sha256": "97e827c9330d50e1d4079d7c7f68151dbb24a0e37ed9165a737f6da6bcd82630",
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"parameter_count": 25409,
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"rho": 1.0
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},
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{
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"filename": "health_dyphygraph_r1.0_seed4.pt",
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"seed": 4,
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"role": "multi-seed-audit",
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"sha256": "4ad5edca29d72b9f5a6d0eed1ed92c798077deb1bf81d563f6dbb5ed7b05c291",
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"parameter_count": 25409,
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"rho": 1.0
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}
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]
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health_dyphygraph_r1.0_seed0.pt
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version https://git-lfs.github.com/spec/v1
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oid sha256:e0b34529745399ecc5da5341ed7a162173611e12c8bd50dec121b0c575c5b789
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size 106736
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health_dyphygraph_r1.0_seed1.pt
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version https://git-lfs.github.com/spec/v1
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oid sha256:69ecb08422774a5e8b9c08eb457be142e7a4eee7202047dd57c0dd47dc5f88ab
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size 106736
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health_dyphygraph_r1.0_seed2.pt
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version https://git-lfs.github.com/spec/v1
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oid sha256:07ad8dbf145ffd7f3ca93a0e18d057029ab31cab43104795854e36a09ec3e2fb
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size 106736
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health_dyphygraph_r1.0_seed3.pt
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version https://git-lfs.github.com/spec/v1
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oid sha256:97e827c9330d50e1d4079d7c7f68151dbb24a0e37ed9165a737f6da6bcd82630
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size 106736
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health_dyphygraph_r1.0_seed4.pt
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version https://git-lfs.github.com/spec/v1
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oid sha256:4ad5edca29d72b9f5a6d0eed1ed92c798077deb1bf81d563f6dbb5ed7b05c291
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size 106736
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