Pith Number

pith:FU5Z6HLJ

pith:2024:FU5Z6HLJ3L2O7Y765LFRY4GJRA

not attested not anchored not stored refs pending

SelEx: Self-Expertise in Fine-Grained Generalized Category Discovery

Cees G. M. Snoek, Hazel Doughty, Mohammadreza Salehi, Sarah Rastegar, Yuki M. Asano

arxiv:2408.14371 v2 · 2024-08-26 · cs.CV · cs.AI · 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{FU5Z6HLJ3L2O7Y765LFRY4GJRA}

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

Identifying Latent Concepts and Structures for Generalized Category Discovery

Receipt and verification

First computed	2026-07-05T09:33:36.762287Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

2d3b9f1d69daf4efe3feeacb1c70c988291dafda62f456cf287e91b06ccce9a5

Aliases

arxiv: 2408.14371 · arxiv_version: 2408.14371v2 · doi: 10.48550/arxiv.2408.14371 · pith_short_12: FU5Z6HLJ3L2O · pith_short_16: FU5Z6HLJ3L2O7Y76 · pith_short_8: FU5Z6HLJ

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/FU5Z6HLJ3L2O7Y765LFRY4GJRA \
  | 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: 2d3b9f1d69daf4efe3feeacb1c70c988291dafda62f456cf287e91b06ccce9a5

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "08ad19627bb8ee14c8c657636d19c2bc05cf07ce4d504b117a280606c4b03778",
    "cross_cats_sorted": [
      "cs.AI",
      "cs.LG"
    ],
    "license": "http://arxiv.org/licenses/nonexclusive-distrib/1.0/",
    "primary_cat": "cs.CV",
    "submitted_at": "2024-08-26T15:53:50Z",
    "title_canon_sha256": "4e57739c477e868e661136cc8541f31a0865b9d74b9e6f684821541e8177a202"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2408.14371",
    "kind": "arxiv",
    "version": 2
  }
}