Pith Number

pith:NZH76WEO

pith:2023:NZH76WEONIO6JAME3OEJXHRQBU

not attested not anchored not stored refs pending

CLIP-GCD: Simple Language Guided Generalized Category Discovery

Chia-Wen Kuo, Rabah Ouldnoughi, Zsolt Kira

arxiv:2305.10420 v1 · 2023-05-17 · 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{NZH76WEONIO6JAME3OEJXHRQBU}

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

6 papers in Pith

Synergistic Dual-Branch Adaptation for Multi-modal Generalized Category Discovery

Identifying Latent Concepts and Structures for Generalized Category Discovery

The Devil Is in Gradient Entanglement: Energy-Aware Gradient Coordinator for Robust Generalized Category Discovery

SECOS: Semantic Capture for Rigorous Classification in Open-World Semi-Supervised Learning

Generalized Category Discovery under Domain Shifts: From Vision to Vision-Language Models

Receipt and verification

First computed	2026-07-05T06:11:14.232330Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

6e4fff588e6a1de48184db889b9e300d295aa97c64b7f3152631fd374146393f

Aliases

arxiv: 2305.10420 · arxiv_version: 2305.10420v1 · doi: 10.48550/arxiv.2305.10420 · pith_short_12: NZH76WEONIO6 · pith_short_16: NZH76WEONIO6JAME · pith_short_8: NZH76WEO

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/NZH76WEONIO6JAME3OEJXHRQBU \
  | 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: 6e4fff588e6a1de48184db889b9e300d295aa97c64b7f3152631fd374146393f

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "eea2c35d9ccbce4073e3d44e5bb875922bf65c3b993320d425b6e85ad2925535",
    "cross_cats_sorted": [],
    "license": "http://arxiv.org/licenses/nonexclusive-distrib/1.0/",
    "primary_cat": "cs.CV",
    "submitted_at": "2023-05-17T17:55:33Z",
    "title_canon_sha256": "1c1b941e706e8124c6b4ce9c8ba259c3e23f81387843ec1c926f4da8d5787c17"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2305.10420",
    "kind": "arxiv",
    "version": 1
  }
}