Pith. sign in
Pith Number

pith:TM2LN6LU

pith:2024:TM2LN6LU7HLCQGPSHBKIWQTLUU
not attested not anchored not stored refs pending

Multimodal Task Vectors Enable Many-Shot Multimodal In-Context Learning

Assaf Arbelle, Brandon Huang, Chancharik Mitra, Leonid Karlinsky, Roei Herzig, Trevor Darrell

arxiv:2406.15334 v3 · 2024-06-21 · cs.CV · cs.AI · cs.CL · cs.LG

Add to your LaTeX paper
\usepackage{pith}
\pithnumber{TM2LN6LU7HLCQGPSHBKIWQTLUU}

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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.
Receipt and verification
First computed 2026-07-05T09:52:12.945841Z
Builder pith-number-builder-2026-05-17-v1
Signature Pith Ed25519 (pith-v1-2026-05) · public key
Schema pith-number/v1.0

Canonical hash

9b34b6f974f9d62819f238548b426ba51eeaad3e26296363c1ac27ec2c8d0948

Aliases

arxiv: 2406.15334 · arxiv_version: 2406.15334v3 · doi: 10.48550/arxiv.2406.15334 · pith_short_12: TM2LN6LU7HLC · pith_short_16: TM2LN6LU7HLCQGPS · pith_short_8: TM2LN6LU
Agent API
Verify this Pith Number yourself
curl -sH 'Accept: application/ld+json' https://pith.science/pith/TM2LN6LU7HLCQGPSHBKIWQTLUU \
  | 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: 9b34b6f974f9d62819f238548b426ba51eeaad3e26296363c1ac27ec2c8d0948
Canonical record JSON
{
  "metadata": {
    "abstract_canon_sha256": "d6719146de287dbc83621003858d0290b0fc6f56e5449edf759c97fd6350123c",
    "cross_cats_sorted": [
      "cs.AI",
      "cs.CL",
      "cs.LG"
    ],
    "license": "http://arxiv.org/licenses/nonexclusive-distrib/1.0/",
    "primary_cat": "cs.CV",
    "submitted_at": "2024-06-21T17:50:02Z",
    "title_canon_sha256": "71030a61fbc77fee4a2da11b5f59a0b14d9d91228bd906d558b674a2d9ab2466"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2406.15334",
    "kind": "arxiv",
    "version": 3
  }
}