Pith Number

pith:IVEX35M6

pith:2024:IVEX35M6PIWKF4UZMXRGDMBPTA

not attested not anchored not stored refs pending

Foundation Model Makes Clustering A Better Initialization For Cold-Start Active Learning

Chuan Hong, Han Yuan

arxiv:2402.02561 v2 · 2024-02-04 · 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{IVEX35M6PIWKF4UZMXRGDMBPTA}

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

Dataset-Aware Cold-Start Active Learning for Annotation-Efficient 3D Medical Image Segmentation

Receipt and verification

First computed	2026-07-05T08:01:01.496168Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

45497df59e7a2ca2f29965e261b02f98351ce5c903e59498c1451818440a805c

Aliases

arxiv: 2402.02561 · arxiv_version: 2402.02561v2 · doi: 10.48550/arxiv.2402.02561 · pith_short_12: IVEX35M6PIWK · pith_short_16: IVEX35M6PIWKF4UZ · pith_short_8: IVEX35M6

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/IVEX35M6PIWKF4UZMXRGDMBPTA \
  | 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: 45497df59e7a2ca2f29965e261b02f98351ce5c903e59498c1451818440a805c

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "6f34045979422e4a7b392d74960f7f2293db9bc45269a170aa5c4eb7f81dfdde",
    "cross_cats_sorted": [
      "cs.CV"
    ],
    "license": "http://creativecommons.org/licenses/by/4.0/",
    "primary_cat": "cs.LG",
    "submitted_at": "2024-02-04T16:27:37Z",
    "title_canon_sha256": "54ed1ff3d6491a1dcab72f2629e934b9e795f7c4cf8dd54c1db474913a68fcca"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2402.02561",
    "kind": "arxiv",
    "version": 2
  }
}