Pith Number

pith:YKYRP2DZ

pith:2025:YKYRP2DZJ5RQS5CNPB3QUFZ2EK

not attested not anchored not stored refs pending

Improving Multimodal Learning Balance and Sufficiency through Data Remixing

Hao Chen, Xiaoyu Ma, Yongjian Deng

arxiv:2506.11550 v2 · 2025-06-13 · cs.LG · 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{YKYRP2DZJ5RQS5CNPB3QUFZ2EK}

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	2026-07-05T11:21:49.966832Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

c2b117e8794f6309744d78770a173a2287f22d4bf59a97d8aba492e98c28c55b

Aliases

arxiv: 2506.11550 · arxiv_version: 2506.11550v2 · doi: 10.48550/arxiv.2506.11550 · pith_short_12: YKYRP2DZJ5RQ · pith_short_16: YKYRP2DZJ5RQS5CN · pith_short_8: YKYRP2DZ

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/YKYRP2DZJ5RQS5CNPB3QUFZ2EK \
  | 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: c2b117e8794f6309744d78770a173a2287f22d4bf59a97d8aba492e98c28c55b

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "ba52e0c35736fe2b12be09234bff4c852fc5008233044e7b1967b45fff099c8d",
    "cross_cats_sorted": [
      "cs.AI"
    ],
    "license": "http://creativecommons.org/licenses/by-nc-sa/4.0/",
    "primary_cat": "cs.LG",
    "submitted_at": "2025-06-13T08:01:29Z",
    "title_canon_sha256": "0ccd73fd93b204721215647f35ebf0b78d19d5de2b3f406732fb794440f948d1"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2506.11550",
    "kind": "arxiv",
    "version": 2
  }
}