Pith Number

pith:OSJHYCOF

pith:2024:OSJHYCOFV7W6MIMA42SLDMJVCQ

not attested not anchored not stored refs pending

Context-Aware Multimodal Pretraining

Dima Damen, Ivana Bala\v{z}evi\'c, Karsten Roth, Olivier J. H\'enaff, Zeynep Akata

arxiv:2411.15099 v1 · 2024-11-22 · cs.CV · cs.CL · cs.LG

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

Add to your LaTeX paper

\usepackage{pith}
\pithnumber{OSJHYCOFV7W6MIMA42SLDMJVCQ}

Prints a linked badge after your title and injects PDF metadata. Compiles on arXiv. Learn more · Embed verified badge

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

How to Merge Your Multimodal Models Over Time?

Receipt and verification

First computed	2026-07-05T09:39:16.358187Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

74927c09c5afede62180e6a4b1b13514166f5fb81d349ac21ae13e6af6dc25db

Aliases

arxiv: 2411.15099 · arxiv_version: 2411.15099v1 · doi: 10.48550/arxiv.2411.15099 · pith_short_12: OSJHYCOFV7W6 · pith_short_16: OSJHYCOFV7W6MIMA · pith_short_8: OSJHYCOF

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/OSJHYCOFV7W6MIMA42SLDMJVCQ \
  | 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: 74927c09c5afede62180e6a4b1b13514166f5fb81d349ac21ae13e6af6dc25db

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "86f3038a7ff4a8a1bebeb3daf24f3bbe846a8079364832e903f2d34a2d39aaa0",
    "cross_cats_sorted": [
      "cs.CL",
      "cs.LG"
    ],
    "license": "http://arxiv.org/licenses/nonexclusive-distrib/1.0/",
    "primary_cat": "cs.CV",
    "submitted_at": "2024-11-22T17:55:39Z",
    "title_canon_sha256": "a712d0e994cb7c0b90caa9edb18a277ae1faae59cd525175e15240fc825bd12b"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2411.15099",
    "kind": "arxiv",
    "version": 1
  }
}