Pith Number

pith:BOTPBOWW

pith:2021:BOTPBOWWTESKPCG6KRGSR7XZLB

not attested not anchored not stored refs pending

Robustness to Augmentations as a Generalization metric

Dhruva Kashyap, Natarajan Subramanyam, Sumukh Aithal K

arxiv:2101.06459 v1 · 2021-01-16 · cs.LG · 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{BOTPBOWWTESKPCG6KRGSR7XZLB}

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

Unsupervised Source-Free Ranking of Biomedical Segmentation Models Under Distribution Shift

Receipt and verification

First computed	2026-07-05T02:07:18.612579Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

0ba6f0bad69924a788de544d28fef95869a033de51ea4e6f44c52607c7072000

Aliases

arxiv: 2101.06459 · arxiv_version: 2101.06459v1 · doi: 10.48550/arxiv.2101.06459 · pith_short_12: BOTPBOWWTESK · pith_short_16: BOTPBOWWTESKPCG6 · pith_short_8: BOTPBOWW

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/BOTPBOWWTESKPCG6KRGSR7XZLB \
  | 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: 0ba6f0bad69924a788de544d28fef95869a033de51ea4e6f44c52607c7072000

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "f02691365f3d1aedd85d5957ff0bfc7e50fe56f463b47ab4af78a282a05f65ac",
    "cross_cats_sorted": [
      "cs.CV"
    ],
    "license": "http://arxiv.org/licenses/nonexclusive-distrib/1.0/",
    "primary_cat": "cs.LG",
    "submitted_at": "2021-01-16T15:36:38Z",
    "title_canon_sha256": "9ea425c5ec922186c5699126a437ab93c9858ff23952d4591fd72491111be352"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2101.06459",
    "kind": "arxiv",
    "version": 1
  }
}