Pith Number

pith:JJEFEAVB

pith:2025:JJEFEAVBPLM64A3UV2VJRQ7VIF

not attested not anchored not stored refs pending

Mitigating Hallucinations via Inter-Layer Consistency Aggregation in Large Vision-Language Models

Dongxu Zhang, Hanze Li, Jinhao You, Kai Tang, Renyuan Li, Tao Luo, Wenya Wang, Xiande Huang, Yichen Guo, Yiding Sun

arxiv:2505.12343 v2 · 2025-05-18 · cs.LG · cs.AI · cs.CV

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\usepackage{pith}
\pithnumber{JJEFEAVBPLM64A3UV2VJRQ7VIF}

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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

2 papers in Pith

FADE: Mitigating Hallucinations by Reducing Language-Prior Dominance in Large Vision-Language Models

HTDC: Hesitation-Triggered Differential Calibration for Mitigating Hallucination in Large Vision-Language Models

Receipt and verification

First computed	2026-06-26T01:15:44.162652Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

4a485202a17ad9ee0374aeaa98c3f5416553e79e0e792586cfec5e9968b4cd41

Aliases

arxiv: 2505.12343 · arxiv_version: 2505.12343v2 · doi: 10.48550/arxiv.2505.12343 · pith_short_12: JJEFEAVBPLM6 · pith_short_16: JJEFEAVBPLM64A3U · pith_short_8: JJEFEAVB

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/JJEFEAVBPLM64A3UV2VJRQ7VIF \
  | 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: 4a485202a17ad9ee0374aeaa98c3f5416553e79e0e792586cfec5e9968b4cd41

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "45ea39ca168634686af20c142a62f0c319530a68eb3d8189826cd257ef9d72b7",
    "cross_cats_sorted": [
      "cs.AI",
      "cs.CV"
    ],
    "license": "http://arxiv.org/licenses/nonexclusive-distrib/1.0/",
    "primary_cat": "cs.LG",
    "submitted_at": "2025-05-18T10:15:42Z",
    "title_canon_sha256": "e4700ce3456829d34d0337c9af079c7d45a5d00240c6431c73cb1149727a999a"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2505.12343",
    "kind": "arxiv",
    "version": 2
  }
}