Pith Number

pith:TGIBLGEG

pith:2024:TGIBLGEGCCLSRWERO7EYKTUOET

not attested not anchored not stored refs pending

Understanding and Mitigating Miscalibration in Prompt Tuning for Vision-Language Models

Hongxin Wei, Shuoyuan Wang, Yixuan Li

arxiv:2410.02681 v4 · 2024-10-03 · cs.LG

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Add to your LaTeX paper

\usepackage{pith}
\pithnumber{TGIBLGEGCCLSRWERO7EYKTUOET}

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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

3 papers in Pith

AOEPT: Breaking the Implicit Modality-Reduction Bottleneck in Modality-Missing Prompt Tuning

Dual-Modality Anchor-Guided Filtering for Test-time Prompt Tuning

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Receipt and verification

First computed	2026-07-05T11:11:35.226957Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

9990159886109728d89177c9854e8e24c8a88882706cbc2a5abdd813e2a58eb0

Aliases

arxiv: 2410.02681 · arxiv_version: 2410.02681v4 · doi: 10.48550/arxiv.2410.02681 · pith_short_12: TGIBLGEGCCLS · pith_short_16: TGIBLGEGCCLSRWER · pith_short_8: TGIBLGEG

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/TGIBLGEGCCLSRWERO7EYKTUOET \
  | 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: 9990159886109728d89177c9854e8e24c8a88882706cbc2a5abdd813e2a58eb0

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "9162ce290545eaaa76aeca0b65af94350b441f5c856d27455419b0df2ecf1e39",
    "cross_cats_sorted": [],
    "license": "http://creativecommons.org/publicdomain/zero/1.0/",
    "primary_cat": "cs.LG",
    "submitted_at": "2024-10-03T17:06:21Z",
    "title_canon_sha256": "9a2b3c005e5ae29751e4d96a08ef15b9bfb3fe9d1ac0a362a00d675479d8c2a4"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2410.02681",
    "kind": "arxiv",
    "version": 4
  }
}