Pith Number

pith:7DJG2SEM

pith:2024:7DJG2SEMOEJVECBURPIP5NEE7T

not attested not anchored not stored refs pending

Devils in Middle Layers of Large Vision-Language Models: Interpreting, Detecting and Mitigating Object Hallucinations via Attention Lens

Beier Zhu, Junkai Chen, Tingjin Luo, Xu Yang, Yankun Shen, Zhangqi Jiang

arxiv:2411.16724 v3 · 2024-11-23 · 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{7DJG2SEMOEJVECBURPIP5NEE7T}

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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

Grounded or Guessing? LVLM Confidence Estimation via Blind-Image Contrastive Ranking

Why and When Visual Token Pruning Fails? A Study on Relevant Visual Information Shift in MLLMs Decoding

HypEHR: Hyperbolic Modeling of Electronic Health Records for Efficient Question Answering

Receipt and verification

First computed	2026-07-05T10:42:13.963245Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

f8d26d488c71135208348bd0feb484fceac3c4a84bc103514efd6fcacf8923c4

Aliases

arxiv: 2411.16724 · arxiv_version: 2411.16724v3 · doi: 10.48550/arxiv.2411.16724 · pith_short_12: 7DJG2SEMOEJV · pith_short_16: 7DJG2SEMOEJVECBU · pith_short_8: 7DJG2SEM

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/7DJG2SEMOEJVECBURPIP5NEE7T \
  | 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: f8d26d488c71135208348bd0feb484fceac3c4a84bc103514efd6fcacf8923c4

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "a757e29c5921c0505854f4b3af6eebd5c5820db7ca6d0db694e2d328fbe6678f",
    "cross_cats_sorted": [],
    "license": "http://creativecommons.org/licenses/by/4.0/",
    "primary_cat": "cs.CV",
    "submitted_at": "2024-11-23T03:40:05Z",
    "title_canon_sha256": "0582a94b7ac0e9e13fe82b87bfd31c12f1ebb1e4dd7bde343808813698abbc87"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2411.16724",
    "kind": "arxiv",
    "version": 3
  }
}