Pith Number

pith:XZ5C3FQ4

pith:2024:XZ5C3FQ4H5LF5SEQVZXOM26DYT

not attested not anchored not stored refs pending

AIM: Let Any Multi-modal Large Language Models Embrace Efficient In-Context Learning

Jun Gao, Qian Qiao, Wenjie Li, Zili Wang, Ziqiang Cao

arxiv:2406.07588 v2 · 2024-06-11 · cs.MM · cs.CL

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

Add to your LaTeX paper

\usepackage{pith}
\pithnumber{XZ5C3FQ4H5LF5SEQVZXOM26DYT}

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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

1 paper in Pith

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

Receipt and verification

First computed	2026-07-05T08:38:10.539592Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

be7a2d961c3f565ec890ae6ee66bc3c4df4ad4b997e345d530eb7946ad58b634

Aliases

arxiv: 2406.07588 · arxiv_version: 2406.07588v2 · doi: 10.48550/arxiv.2406.07588 · pith_short_12: XZ5C3FQ4H5LF · pith_short_16: XZ5C3FQ4H5LF5SEQ · pith_short_8: XZ5C3FQ4

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/XZ5C3FQ4H5LF5SEQVZXOM26DYT \
  | 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: be7a2d961c3f565ec890ae6ee66bc3c4df4ad4b997e345d530eb7946ad58b634

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "e22e3e97973429ca723b469158967b8d959cd3462f0fe90801193ae7583690a7",
    "cross_cats_sorted": [
      "cs.CL"
    ],
    "license": "http://arxiv.org/licenses/nonexclusive-distrib/1.0/",
    "primary_cat": "cs.MM",
    "submitted_at": "2024-06-11T08:12:43Z",
    "title_canon_sha256": "a760bd6b4b331d5f4c3d313e2e8f0fd73098411053cb84d5d59e279a37698377"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2406.07588",
    "kind": "arxiv",
    "version": 2
  }
}