Pith Number

pith:HI33TKW4

pith:2024:HI33TKW4UXXCVTI5HXM3UTN5H6

not attested not anchored not stored refs pending

Happy: A Debiased Learning Framework for Continual Generalized Category Discovery

Cheng-Lin Liu, Fei Zhu, Shijie Ma, Wenzhuo Liu, Xu-Yao Zhang, Zhun Zhong

arxiv:2410.06535 v2 · 2024-10-09 · cs.CV

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Add to your LaTeX paper

\usepackage{pith}
\pithnumber{HI33TKW4UXXCVTI5HXM3UTN5H6}

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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

Identifying Latent Concepts and Structures for Generalized Category Discovery

Receipt and verification

First computed	2026-07-05T09:18:31.691106Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

3a37b9aadca5ee2acd1d3dd9ba4dbd3face4de2776a45fb62c5ef40689c06474

Aliases

arxiv: 2410.06535 · arxiv_version: 2410.06535v2 · doi: 10.48550/arxiv.2410.06535 · pith_short_12: HI33TKW4UXXC · pith_short_16: HI33TKW4UXXCVTI5 · pith_short_8: HI33TKW4

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/HI33TKW4UXXCVTI5HXM3UTN5H6 \
  | 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: 3a37b9aadca5ee2acd1d3dd9ba4dbd3face4de2776a45fb62c5ef40689c06474

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "fb4f7de6d5110117cdcd4b797146a9989f514f1cf136a63d8f7a907c74a59166",
    "cross_cats_sorted": [],
    "license": "http://arxiv.org/licenses/nonexclusive-distrib/1.0/",
    "primary_cat": "cs.CV",
    "submitted_at": "2024-10-09T04:18:51Z",
    "title_canon_sha256": "c6953e2c1118c88a217c9d2020e5fb1fbcf6274edb94b5853e6efcad2a217040"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2410.06535",
    "kind": "arxiv",
    "version": 2
  }
}