Pith Number

pith:ZLFCBZKF

pith:2025:ZLFCBZKFJE3DOXHANVZQIYOOGR

not attested not anchored not stored refs pending

BREEN: Bridge Data-Efficient Encoder-Free Multimodal Learning with Learnable Queries

Tianle Li, Winston Hu, Yongming Rao, Yu Cheng

arxiv:2503.12446 v1 · 2025-03-16 · 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{ZLFCBZKFJE3DOXHANVZQIYOOGR}

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.

Receipt and verification

First computed	2026-07-05T10:32:13.366702Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

caca20e5454936375ce06d730461ce3469d7b00bfbb1fcdb236695c336c205fb

Aliases

arxiv: 2503.12446 · arxiv_version: 2503.12446v1 · doi: 10.48550/arxiv.2503.12446 · pith_short_12: ZLFCBZKFJE3D · pith_short_16: ZLFCBZKFJE3DOXHA · pith_short_8: ZLFCBZKF

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/ZLFCBZKFJE3DOXHANVZQIYOOGR \
  | 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: caca20e5454936375ce06d730461ce3469d7b00bfbb1fcdb236695c336c205fb

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "fde2d6d8476f3b8298d96ef015f87e6fc7461838ab53107bfe3c7e83033641a7",
    "cross_cats_sorted": [
      "cs.AI"
    ],
    "license": "http://arxiv.org/licenses/nonexclusive-distrib/1.0/",
    "primary_cat": "cs.CV",
    "submitted_at": "2025-03-16T10:43:14Z",
    "title_canon_sha256": "b190988a12c1581c4fac46d308d7152bc648085f71763d2135b8c56e70b1ef89"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2503.12446",
    "kind": "arxiv",
    "version": 1
  }
}