Pith Number

pith:UDMJCIN4

pith:2025:UDMJCIN4Z722GCME7ZEGYXWLZY

not attested not anchored not stored refs pending

Context-Aware Multi-Turn Visual-Textual Reasoning in LVLMs via Dynamic Memory and Adaptive Visual Guidance

Apiradee Boonmee, Weijie Shen, Xinrui Wang, Yuanqi Nie

arxiv:2509.05669 v1 · 2025-09-06 · cs.CV

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Add to your LaTeX paper

\usepackage{pith}
\pithnumber{UDMJCIN4Z722GCME7ZEGYXWLZY}

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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	2026-07-05T12:06:22.128818Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

a0d89121bccff5a30984fe486c5ecbce2be3b774d8a1e49aef975b6a40944abb

Aliases

arxiv: 2509.05669 · arxiv_version: 2509.05669v1 · doi: 10.48550/arxiv.2509.05669 · pith_short_12: UDMJCIN4Z722 · pith_short_16: UDMJCIN4Z722GCME · pith_short_8: UDMJCIN4

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/UDMJCIN4Z722GCME7ZEGYXWLZY \
  | 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: a0d89121bccff5a30984fe486c5ecbce2be3b774d8a1e49aef975b6a40944abb

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "024bfdd8c0c0b5f64aef0699fbd09504402cb9bff70f24bf753b9aacf14c1576",
    "cross_cats_sorted": [],
    "license": "http://arxiv.org/licenses/nonexclusive-distrib/1.0/",
    "primary_cat": "cs.CV",
    "submitted_at": "2025-09-06T10:14:49Z",
    "title_canon_sha256": "13b2070e555fd1746b0a0bf87b750b2e90c2909b4b672cd5c3b0bca72a6cb116"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2509.05669",
    "kind": "arxiv",
    "version": 1
  }
}