Pith Number

pith:VHSKLCPN

pith:2022:VHSKLCPN5CAQZ3B7TY27KJUIXS

not attested not anchored not stored refs pending

Visual Perturbation-aware Collaborative Learning for Overcoming the Language Prior Problem

Jianhua Yin, Jianlong Wu, Liqiang Nie, Yan Yan, Yudong Han

arxiv:2207.11850 v1 · 2022-07-24 · 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{VHSKLCPN5CAQZ3B7TY27KJUIXS}

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

3 papers in Pith

Vision-driven Preference Synthesis for Mitigating Hallucinations in VLMs

Mitigating Object Hallucinations via Sentence-Level Early Intervention

Reducing Object Hallucination in LVLMs via Emphasizing Image-negative Tokens

Receipt and verification

First computed	2026-07-05T04:43:10.285780Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

a9e4a589ede8810cec3f9e35f52688bca17be8937a6ff96165957a3334e9c0d3

Aliases

arxiv: 2207.11850 · arxiv_version: 2207.11850v1 · doi: 10.48550/arxiv.2207.11850 · pith_short_12: VHSKLCPN5CAQ · pith_short_16: VHSKLCPN5CAQZ3B7 · pith_short_8: VHSKLCPN

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/VHSKLCPN5CAQZ3B7TY27KJUIXS \
  | 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: a9e4a589ede8810cec3f9e35f52688bca17be8937a6ff96165957a3334e9c0d3

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "a8c021559b91ea7c0947f84289494b6bc104da28553b4431175ba0895ab51c28",
    "cross_cats_sorted": [],
    "license": "http://arxiv.org/licenses/nonexclusive-distrib/1.0/",
    "primary_cat": "cs.CV",
    "submitted_at": "2022-07-24T23:50:52Z",
    "title_canon_sha256": "6b4d08988b62313f7630ee49f4dcda3053156a2f9dcf5c5e7d559c6bfc2cadf7"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2207.11850",
    "kind": "arxiv",
    "version": 1
  }
}