Pith Number

pith:RO7EP4J4

pith:2024:RO7EP4J4XBTEVZ4VQBGGMPQODA

not attested not anchored not stored refs pending

Tree of Attributes Prompt Learning for Vision-Language Models

Hanspeter Pfister, Tong Ding, Wanhua Li, Zhongqi Miao

arxiv:2410.11201 v2 · 2024-10-15 · 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{RO7EP4J4XBTEVZ4VQBGGMPQODA}

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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

2 papers in Pith

GA2-CLIP: Generic Attribute Anchor for Efficient Prompt Tuningin Video-Language Models

Joint Semantic Token Selection and Prompt Optimization for Interpretable Prompt Learning

Receipt and verification

First computed	2026-07-05T10:51:26.475815Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

8bbe47f13cb8664ae795804c663e0e183246085dfe900728aafe942efcdcf886

Aliases

arxiv: 2410.11201 · arxiv_version: 2410.11201v2 · doi: 10.48550/arxiv.2410.11201 · pith_short_12: RO7EP4J4XBTE · pith_short_16: RO7EP4J4XBTEVZ4V · pith_short_8: RO7EP4J4

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/RO7EP4J4XBTEVZ4VQBGGMPQODA \
  | 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: 8bbe47f13cb8664ae795804c663e0e183246085dfe900728aafe942efcdcf886

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "b28daa968631934a7892430def568a82b92cb0fc74049d6b63f4d0f95f3f6d6f",
    "cross_cats_sorted": [
      "cs.AI",
      "cs.LG"
    ],
    "license": "http://creativecommons.org/licenses/by/4.0/",
    "primary_cat": "cs.CV",
    "submitted_at": "2024-10-15T02:37:39Z",
    "title_canon_sha256": "efbfbcde0e5c809cd80f715a9fac3ad7c568634034414d45ac094b2f93fa2699"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2410.11201",
    "kind": "arxiv",
    "version": 2
  }
}