Pith Number

pith:GQIO3GKR

pith:2025:GQIO3GKRHJGE7A4XRGCTGEQ3KM

not attested not anchored not stored refs pending

Batch Augmentation with Unimodal Fine-tuning for Multimodal Learning

H M Dipu Kabir, Mohammad Ali Moni, Subrota Kumar Mondal

arxiv:2505.06592 v1 · 2025-05-10 · cs.CV

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

Add to your LaTeX paper

\usepackage{pith}
\pithnumber{GQIO3GKRHJGE7A4XRGCTGEQ3KM}

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	2026-07-05T11:01:12.760679Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

3410ed99513a4c4f8397898533121b533bd0a2d4aa58caff375327ff35bc6755

Aliases

arxiv: 2505.06592 · arxiv_version: 2505.06592v1 · doi: 10.48550/arxiv.2505.06592 · pith_short_12: GQIO3GKRHJGE · pith_short_16: GQIO3GKRHJGE7A4X · pith_short_8: GQIO3GKR

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/GQIO3GKRHJGE7A4XRGCTGEQ3KM \
  | 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: 3410ed99513a4c4f8397898533121b533bd0a2d4aa58caff375327ff35bc6755

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "2dc8792c3643761b77447eed8abf958ea2dcb99ea239e5ce9d955bbded62bee1",
    "cross_cats_sorted": [],
    "license": "http://creativecommons.org/licenses/by-sa/4.0/",
    "primary_cat": "cs.CV",
    "submitted_at": "2025-05-10T10:47:55Z",
    "title_canon_sha256": "9cf9b29bb9e4a7af766829d528603baa1d4e4e6855d01ecc16d71976b01e008f"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2505.06592",
    "kind": "arxiv",
    "version": 1
  }
}