Pith Number

pith:YJKAY5MF

pith:2025:YJKAY5MFPKYSNUHASL5XOJRKEA

not attested not anchored not stored refs pending

MDSAM:Memory-Driven Sparse Attention Matrix for LVLMs Hallucination Mitigation

Linjiang Zhou, Shuaiye Lu, Xiaochuan Shi

arxiv:2506.17664 v1 · 2025-06-21 · 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{YJKAY5MFPKYSNUHASL5XOJRKEA}

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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

Persistent Visual Memory: Sustaining Perception for Deep Generation in LVLMs

Receipt and verification

First computed	2026-07-05T11:25:21.356766Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

c2540c75857ab126d0e092fb77262a2039fde79d991a92cff3f7f143ecaacbb3

Aliases

arxiv: 2506.17664 · arxiv_version: 2506.17664v1 · doi: 10.48550/arxiv.2506.17664 · pith_short_12: YJKAY5MFPKYS · pith_short_16: YJKAY5MFPKYSNUHA · pith_short_8: YJKAY5MF

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/YJKAY5MFPKYSNUHASL5XOJRKEA \
  | 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: c2540c75857ab126d0e092fb77262a2039fde79d991a92cff3f7f143ecaacbb3

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "4dce7eb02f20f4aafd8ca0c73c8ec62b62727e6ccbb0ffbf1a9750baca0cee98",
    "cross_cats_sorted": [],
    "license": "http://arxiv.org/licenses/nonexclusive-distrib/1.0/",
    "primary_cat": "cs.CV",
    "submitted_at": "2025-06-21T09:49:16Z",
    "title_canon_sha256": "b6ef07b6ba3cf747673117e6b31aef488139944719aa098aff4641332f83f7b6"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2506.17664",
    "kind": "arxiv",
    "version": 1
  }
}