Pith. sign in
Pith Number

pith:ATISBXMI

pith:2024:ATISBXMIVWYMBZDHB4K3TO3P5V
not attested not anchored not stored refs pending

MM-Embed: Universal Multimodal Retrieval with Multimodal LLMs

Bryan Catanzaro, Chankyu Lee, Jimmy Lin, Mohammad Shoeybi, Sheng-Chieh Lin, Wei Ping

arxiv:2411.02571 v2 · 2024-11-04 · cs.CL · cs.AI · cs.CV · cs.IR · cs.LG

Add to your LaTeX paper
\usepackage{pith}
\pithnumber{ATISBXMIVWYMBZDHB4K3TO3P5V}

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

22 papers in Pith

Receipt and verification
First computed 2026-07-05T10:18:10.882140Z
Builder pith-number-builder-2026-05-17-v1
Signature Pith Ed25519 (pith-v1-2026-05) · public key
Schema pith-number/v1.0

Canonical hash

04d120dd88adb0c0e4670f15b9bb6fed5351db34cfae69b1aae5e9f9fca03034

Aliases

arxiv: 2411.02571 · arxiv_version: 2411.02571v2 · doi: 10.48550/arxiv.2411.02571 · pith_short_12: ATISBXMIVWYM · pith_short_16: ATISBXMIVWYMBZDH · pith_short_8: ATISBXMI
Agent API
Verify this Pith Number yourself
curl -sH 'Accept: application/ld+json' https://pith.science/pith/ATISBXMIVWYMBZDHB4K3TO3P5V \
  | 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: 04d120dd88adb0c0e4670f15b9bb6fed5351db34cfae69b1aae5e9f9fca03034
Canonical record JSON
{
  "metadata": {
    "abstract_canon_sha256": "15e3a16a39a618cfcaf26490f29f49ba5fe7689708b44cf0f96caa0276617d6b",
    "cross_cats_sorted": [
      "cs.AI",
      "cs.CV",
      "cs.IR",
      "cs.LG"
    ],
    "license": "http://creativecommons.org/licenses/by/4.0/",
    "primary_cat": "cs.CL",
    "submitted_at": "2024-11-04T20:06:34Z",
    "title_canon_sha256": "96771c02bf2a60e351e6fc8c20a67db6a582854cf1187ccadff2baa9537c3354"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2411.02571",
    "kind": "arxiv",
    "version": 2
  }
}