Pith Number

pith:LBV7BVV5

pith:2025:LBV7BVV5DNO2U4TM3WBDAW375C

not attested not anchored not stored refs pending

True Multimodal In-Context Learning Needs Attention to the Visual Context

Daniel Cremers, Jianzhe Liu, Jindong Gu, Philip Torr, Shuo Chen, Volker Tresp, Yan Xia, Zhen Han

arxiv:2507.15807 v2 · 2025-07-21 · cs.CV · cs.AI

Open paper page JSON Open Graph Bundle Merged state Verified badge What is a Pith Number?

Add to your LaTeX paper

\usepackage{pith}
\pithnumber{LBV7BVV5DNO2U4TM3WBDAW375C}

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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

3 papers in Pith

Sci-Rho: A Multilingual Visually-Grounded Symbolic Benchmark for STEM Problems

Why Multimodal In-Context Learning Lags Behind? Unveiling the Inner Mechanisms and Bottlenecks

Enhancing Multimodal In-Context Learning via Inductive-Deductive Reasoning

Receipt and verification

First computed	2026-07-05T11:49:11.660981Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

586bf0d6bd1b5daa726cdd82305b7fe8ad72890196389839b3141e2a5b0b7499

Aliases

arxiv: 2507.15807 · arxiv_version: 2507.15807v2 · doi: 10.48550/arxiv.2507.15807 · pith_short_12: LBV7BVV5DNO2 · pith_short_16: LBV7BVV5DNO2U4TM · pith_short_8: LBV7BVV5

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/LBV7BVV5DNO2U4TM3WBDAW375C \
  | 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: 586bf0d6bd1b5daa726cdd82305b7fe8ad72890196389839b3141e2a5b0b7499

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "7056d72d0a0e4bc38685171bc87b964078f439c63cbc9afddc9f34c2124b6b7f",
    "cross_cats_sorted": [
      "cs.AI"
    ],
    "license": "http://creativecommons.org/licenses/by/4.0/",
    "primary_cat": "cs.CV",
    "submitted_at": "2025-07-21T17:08:18Z",
    "title_canon_sha256": "8ed66211ed0a9f1ba8569bbfa74dafcbccf1cb0a3bf94dde5fa579dc2e7e3b48"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2507.15807",
    "kind": "arxiv",
    "version": 2
  }
}