Pith Number

pith:ML44KNCR

pith:2023:ML44KNCROOJBUNCZ7HS7JL77HY

not attested not anchored not stored refs pending

On the Out of Distribution Robustness of Foundation Models in Medical Image Segmentation

Binh T. Nguyen, Daniel Sonntag, Duy Minh Ho Nguyen, Mathias Niepert, Ngan Hoang Le, Nghiem Tuong Diep, Nghi Quoc Phan, Nhat Ho, Pengtao Xie, Quang Pham, Tan Ngoc Pham, Vinh Tong

arxiv:2311.11096 v1 · 2023-11-18 · eess.IV · cs.CV

Open paper page JSON Open Graph Bundle Merged state Verified badge What is a Pith Number?

Add to your LaTeX paper

\usepackage{pith}
\pithnumber{ML44KNCROOJBUNCZ7HS7JL77HY}

Prints a linked badge after your title and injects PDF metadata. Compiles on arXiv. Learn more · Embed verified badge

Record completeness

1 Bitcoin timestamp

2 Internet Archive

3 Author claim open · sign in to claim

4 Citations open

5 Replications open

✓ Portable graph bundle live · download bundle · merged state

The bundle contains the canonical record plus signed events. A mirror can host it anywhere and recompute the same current state with the deterministic merge algorithm.

Cited by

1 paper in Pith

Online Aggregation of Trajectory Predictors

Receipt and verification

First computed	2026-07-05T07:14:27.929585Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

62f9c5345173921a3459f9e5f4afff3e0c79e5488005b67f582104d514661f19

Aliases

arxiv: 2311.11096 · arxiv_version: 2311.11096v1 · doi: 10.48550/arxiv.2311.11096 · pith_short_12: ML44KNCROOJB · pith_short_16: ML44KNCROOJBUNCZ · pith_short_8: ML44KNCR

Agent API

Resolver JSON Graph JSON Events JSON Schema Signing key

Verify this Pith Number yourself

curl -sH 'Accept: application/ld+json' https://pith.science/pith/ML44KNCROOJBUNCZ7HS7JL77HY \
  | jq -c '.canonical_record' \
  | python3 -c "import sys,json,hashlib; b=json.dumps(json.loads(sys.stdin.read()), sort_keys=True, separators=(',',':'), ensure_ascii=False).encode(); print(hashlib.sha256(b).hexdigest())"
# expect: 62f9c5345173921a3459f9e5f4afff3e0c79e5488005b67f582104d514661f19

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "547b57bd967941028c671c3b26d81afefe228ce1360365da71b09f30ec09c7f0",
    "cross_cats_sorted": [
      "cs.CV"
    ],
    "license": "http://creativecommons.org/licenses/by/4.0/",
    "primary_cat": "eess.IV",
    "submitted_at": "2023-11-18T14:52:10Z",
    "title_canon_sha256": "d0fa9b7b8312987add324bc90553c4e32728d0ecb22a4b6d206f1ea20f63abde"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2311.11096",
    "kind": "arxiv",
    "version": 1
  }
}