Pith Number

pith:4U3JLH3O

pith:2023:4U3JLH3OGTJ2W55VW5GMH2AZKS

not attested not anchored not stored refs pending

Learning from Pseudo-labeled Segmentation for Multi-Class Object Counting

Dimitris Samaras, Hieu Le, Jingyi Xu

arxiv:2307.07677 v1 · 2023-07-15 · 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{4U3JLH3OGTJ2W55VW5GMH2AZKS}

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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

Improving Contrastive Learning for Referring Expression Counting

Receipt and verification

First computed	2026-07-05T06:31:14.524755Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

e536959f6e34d3ab77b5b74cc3e81954853fd0d940a10a67a9fef2b1a9aadc6a

Aliases

arxiv: 2307.07677 · arxiv_version: 2307.07677v1 · doi: 10.48550/arxiv.2307.07677 · pith_short_12: 4U3JLH3OGTJ2 · pith_short_16: 4U3JLH3OGTJ2W55V · pith_short_8: 4U3JLH3O

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/4U3JLH3OGTJ2W55VW5GMH2AZKS \
  | 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: e536959f6e34d3ab77b5b74cc3e81954853fd0d940a10a67a9fef2b1a9aadc6a

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "1af6d843cc3ea7e9a823096b20c1cf87e20a0fc9a9c2722a42f0e677af5a3d25",
    "cross_cats_sorted": [],
    "license": "http://arxiv.org/licenses/nonexclusive-distrib/1.0/",
    "primary_cat": "cs.CV",
    "submitted_at": "2023-07-15T01:33:19Z",
    "title_canon_sha256": "4194085ff71a5a55dc3498eb3ac620e9598444151905d7e4a42e63ba26371636"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2307.07677",
    "kind": "arxiv",
    "version": 1
  }
}