Pith Number

pith:JMNA65MW

pith:2025:JMNA65MWWSMPGRM34Y73QDHWDF

not attested not anchored not stored refs pending

PaMi-VDPO: Mitigating Video Hallucinations by Prompt-Aware Multi-Instance Video Preference Learning

Hang Xu, Jianhua Han, Kui Zhang, Lanqing Hong, Xiaomeng Li, Xinpeng Ding

arxiv:2504.05810 v2 · 2025-04-08 · cs.CV

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\usepackage{pith}
\pithnumber{JMNA65MWWSMPGRM34Y73QDHWDF}

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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

4 papers in Pith

MultiToP: Learning to Patch Visual Tokens to Mitigate Hallucinations in Video Large Multimodal Models

No Place to Hide: Benchmarking Video Hallucination with Background-Controlled Pairs

Relaxing Anchor-Frame Dominance for Mitigating Hallucinations in Video Large Language Models

Decoding by Perturbation: Mitigating MLLM Hallucinations via Dynamic Textual Perturbation

Receipt and verification

First computed	2026-07-05T10:49:16.808677Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

4b1a0f7596b498f3459be63fb80cf6196b0133dbee5f075e35175d9545c40d24

Aliases

arxiv: 2504.05810 · arxiv_version: 2504.05810v2 · doi: 10.48550/arxiv.2504.05810 · pith_short_12: JMNA65MWWSMP · pith_short_16: JMNA65MWWSMPGRM3 · pith_short_8: JMNA65MW

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/JMNA65MWWSMPGRM34Y73QDHWDF \
  | 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: 4b1a0f7596b498f3459be63fb80cf6196b0133dbee5f075e35175d9545c40d24

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "8703437c2c9da7c02d8bf3254421de3cfb7545a4ad5eff4982822d58da1c27fd",
    "cross_cats_sorted": [],
    "license": "http://arxiv.org/licenses/nonexclusive-distrib/1.0/",
    "primary_cat": "cs.CV",
    "submitted_at": "2025-04-08T08:41:41Z",
    "title_canon_sha256": "ec8cd203ea335bc2e634048d710751d0bec5d1da1c4ef3e6461f225ee884886d"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2504.05810",
    "kind": "arxiv",
    "version": 2
  }
}