Pith Number

pith:EQHXGEDY

pith:2025:EQHXGEDYWAB2OQZDR33JKAPJW5

not attested not anchored not stored refs pending

Logits DeConfusion with CLIP for Few-Shot Learning

Fang Liu, Lingling Li, Puhua Chen, Shuo Li, Wenping Ma, Xinyi Wang, Xu Liu, Zehua Hao

arxiv:2504.12104 v1 · 2025-04-16 · 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{EQHXGEDYWAB2OQZDR33JKAPJW5}

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	2026-07-05T10:50:02.654551Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

240f731078b003a743238ef69501e9b76c0953b4d77ffdc6cbaee3230edd29dd

Aliases

arxiv: 2504.12104 · arxiv_version: 2504.12104v1 · doi: 10.48550/arxiv.2504.12104 · pith_short_12: EQHXGEDYWAB2 · pith_short_16: EQHXGEDYWAB2OQZD · pith_short_8: EQHXGEDY

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/EQHXGEDYWAB2OQZDR33JKAPJW5 \
  | 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: 240f731078b003a743238ef69501e9b76c0953b4d77ffdc6cbaee3230edd29dd

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "33be9a39ad8655ddeba423dd85e3b2df57fdf521d495847ffddac9f19f73b9cb",
    "cross_cats_sorted": [],
    "license": "http://creativecommons.org/licenses/by/4.0/",
    "primary_cat": "cs.CV",
    "submitted_at": "2025-04-16T14:12:56Z",
    "title_canon_sha256": "48dbe8614cfdb369339fb11a029559a5a7e21536872f004bdcc3dc655f83e632"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2504.12104",
    "kind": "arxiv",
    "version": 1
  }
}