Pith Number

pith:U6EDSYK3

pith:2025:U6EDSYK3M5P3QWF4YUEGU3QMZ5

not attested not anchored not stored refs pending

PerturboLLaVA: Reducing Multimodal Hallucinations with Perturbative Visual Training

Bo Zhang, Chenchen Jing, Chunhua Shen, Cong Chen, Fengyun Rao, Hao Chen, Mingyu Liu, Yizhou Zhou

arxiv:2503.06486 v1 · 2025-03-09 · cs.CV · cs.AI

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

Add to your LaTeX paper

\usepackage{pith}
\pithnumber{U6EDSYK3M5P3QWF4YUEGU3QMZ5}

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

2 papers in Pith

GraphThinker: Reinforcing Temporally Grounded Video Reasoning with Event Graph Thinking

Hallucination of Multimodal Large Language Models: A Survey

Receipt and verification

First computed	2026-07-05T10:27:35.079188Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

a78839615b675fb858bcc5086a6e0ccf7059f10e99d8f355825e32bc520ebc16

Aliases

arxiv: 2503.06486 · arxiv_version: 2503.06486v1 · doi: 10.48550/arxiv.2503.06486 · pith_short_12: U6EDSYK3M5P3 · pith_short_16: U6EDSYK3M5P3QWF4 · pith_short_8: U6EDSYK3

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/U6EDSYK3M5P3QWF4YUEGU3QMZ5 \
  | 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: a78839615b675fb858bcc5086a6e0ccf7059f10e99d8f355825e32bc520ebc16

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "04540f22d8d0e341dfee01da002d7d2c279e8804a1b1df07d00f1c5c4e2c1da2",
    "cross_cats_sorted": [
      "cs.AI"
    ],
    "license": "http://creativecommons.org/licenses/by/4.0/",
    "primary_cat": "cs.CV",
    "submitted_at": "2025-03-09T07:07:03Z",
    "title_canon_sha256": "4407fee008cbdb0ea314bfdef3767463c8de1c5ec367263381356634f5ee0b91"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2503.06486",
    "kind": "arxiv",
    "version": 1
  }
}