Pith Number

pith:MVQDF24E

pith:2024:MVQDF24ESRKU6DOROP4XAURNPO

not attested not anchored not stored refs pending

Enhancing Cross-Modal Fine-Tuning with Gradually Intermediate Modality Generation

Binhui Xie, Chengwei Zhu, Jingxuan Kang, Lincan Cai, Shuang Li, Wenxuan Ma, Zixun Sun

arxiv:2406.09003 v1 · 2024-06-13 · cs.CV · cs.LG

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\usepackage{pith}
\pithnumber{MVQDF24ESRKU6DOROP4XAURNPO}

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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

Rethinking Cross-Modal Fine-Tuning: Optimizing the Interaction Between Feature Alignment and Target Fitting

Receipt and verification

First computed	2026-07-05T08:31:27.024220Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

656032eb8494554f0dd173f970522d7bb635c7e63b2d240845df7b8c557a1274

Aliases

arxiv: 2406.09003 · arxiv_version: 2406.09003v1 · doi: 10.48550/arxiv.2406.09003 · pith_short_12: MVQDF24ESRKU · pith_short_16: MVQDF24ESRKU6DOR · pith_short_8: MVQDF24E

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/MVQDF24ESRKU6DOROP4XAURNPO \
  | 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: 656032eb8494554f0dd173f970522d7bb635c7e63b2d240845df7b8c557a1274

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "9047ace382ce253ed61ead898ca566c624d29526f6be5ec699bd22f43f082cf0",
    "cross_cats_sorted": [
      "cs.LG"
    ],
    "license": "http://arxiv.org/licenses/nonexclusive-distrib/1.0/",
    "primary_cat": "cs.CV",
    "submitted_at": "2024-06-13T11:12:46Z",
    "title_canon_sha256": "78ffb7d9e03a3af0f5a2a49ab2e9291500a274d16df1f62984547286a9100562"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2406.09003",
    "kind": "arxiv",
    "version": 1
  }
}