Pith Number

pith:IHCXWSOB

pith:2023:IHCXWSOBHKUZJ3VPQCODYD7Z2N

not attested not anchored not stored refs pending

Maturity-Aware Active Learning for Semantic Segmentation with Hierarchically-Adaptive Sample Assessment

Amirsaeed Yazdani, Vishal Monga, Xuelu Li

arxiv:2308.14904 v1 · 2023-08-28 · cs.CV · cs.LG

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

Add to your LaTeX paper

\usepackage{pith}
\pithnumber{IHCXWSOBHKUZJ3VPQCODYD7Z2N}

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.

Receipt and verification

First computed	2026-07-05T06:45:40.966515Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

41c57b49c13aa994eeaf809c3c0ff9d37c94acfbaf3f878cf60cb23ea031d0b2

Aliases

arxiv: 2308.14904 · arxiv_version: 2308.14904v1 · doi: 10.48550/arxiv.2308.14904 · pith_short_12: IHCXWSOBHKUZ · pith_short_16: IHCXWSOBHKUZJ3VP · pith_short_8: IHCXWSOB

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/IHCXWSOBHKUZJ3VPQCODYD7Z2N \
  | 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: 41c57b49c13aa994eeaf809c3c0ff9d37c94acfbaf3f878cf60cb23ea031d0b2

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "e35e339222f296745ba94f02eb631f7a7393c7216fcc03317a75f2db3240f43f",
    "cross_cats_sorted": [
      "cs.LG"
    ],
    "license": "http://creativecommons.org/licenses/by/4.0/",
    "primary_cat": "cs.CV",
    "submitted_at": "2023-08-28T21:13:04Z",
    "title_canon_sha256": "2951d909a657527ecc6dc2eb70fcbbad60ec837a4fbee25ca0a16307cc83b8bb"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2308.14904",
    "kind": "arxiv",
    "version": 1
  }
}