Pith Number

pith:HGYCSCCM

pith:2024:HGYCSCCMG6GDYES4AUOVABFEL7

not attested not anchored not stored refs pending

TextRefiner: Internal Visual Feature as Efficient Refiner for Vision-Language Models Prompt Tuning

Jingjing Xie, Jun Peng, Liujuan Cao, Yuxin Zhang, Zhaohong Huang

arxiv:2412.08176 v1 · 2024-12-11 · cs.CV · cs.MM

Open paper page JSON Open Graph Bundle Merged state Verified badge What is a Pith Number?

Add to your LaTeX paper

\usepackage{pith}
\pithnumber{HGYCSCCMG6GDYES4AUOVABFEL7}

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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

Spotlighter: Revisiting Prompt Tuning from a Representative Mining View

Receipt and verification

First computed	2026-07-05T09:47:45.632715Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

39b029084c378c3c125c051d5004a45fd019ad275097024ba35e040c54cf7967

Aliases

arxiv: 2412.08176 · arxiv_version: 2412.08176v1 · doi: 10.48550/arxiv.2412.08176 · pith_short_12: HGYCSCCMG6GD · pith_short_16: HGYCSCCMG6GDYES4 · pith_short_8: HGYCSCCM

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/HGYCSCCMG6GDYES4AUOVABFEL7 \
  | 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: 39b029084c378c3c125c051d5004a45fd019ad275097024ba35e040c54cf7967

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "2a6f5f3c5f48ea930fcb109c72e88d6aeb59ec09a63de47b53ff951908e52b82",
    "cross_cats_sorted": [
      "cs.MM"
    ],
    "license": "http://creativecommons.org/licenses/by/4.0/",
    "primary_cat": "cs.CV",
    "submitted_at": "2024-12-11T08:07:12Z",
    "title_canon_sha256": "4b1fbdcfc12a031f77015ad13a1f2c98ecfae794ae3b1bf271ea828441de7b3b"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2412.08176",
    "kind": "arxiv",
    "version": 1
  }
}