Pith Number

pith:3OSI4A65

pith:2025:3OSI4A6565K5KB4OVNUSB46KRH

not attested not anchored not stored refs pending

DebGCD: Debiased Learning with Distribution Guidance for Generalized Category Discovery

Kai Han, Yuanpei Liu

arxiv:2504.04804 v1 · 2025-04-07 · 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{3OSI4A6565K5KB4OVNUSB46KRH}

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	2026-07-05T10:45:30.141828Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

dba48e03ddf755d5078eab6920f3ca89c090d73e202aa2a43f3d3f481ede2323

Aliases

arxiv: 2504.04804 · arxiv_version: 2504.04804v1 · doi: 10.48550/arxiv.2504.04804 · pith_short_12: 3OSI4A6565K5 · pith_short_16: 3OSI4A6565K5KB4O · pith_short_8: 3OSI4A65

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/3OSI4A6565K5KB4OVNUSB46KRH \
  | 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: dba48e03ddf755d5078eab6920f3ca89c090d73e202aa2a43f3d3f481ede2323

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "0d4054f22ece88857084ddaf9a4a05b4121119e1cf1ddc13556afbfe161d2b58",
    "cross_cats_sorted": [],
    "license": "http://creativecommons.org/licenses/by-nc-nd/4.0/",
    "primary_cat": "cs.CV",
    "submitted_at": "2025-04-07T07:56:01Z",
    "title_canon_sha256": "833e0d9e50cfc1e100e50f739b2e1951ec670598aed4ca7f24d24b8ed90d4703"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2504.04804",
    "kind": "arxiv",
    "version": 1
  }
}