Pith Number

pith:SRA4W4BU

pith:2025:SRA4W4BUINKS7NCLIJEVMVN65B

not attested not anchored not stored refs pending

MLLM-Guided VLM Fine-Tuning with Joint Inference for Zero-Shot Composed Image Retrieval

Dacheng Tao, Jingyi Liao, Li Shen, Rong-Cheng Tu, Xiao Luo, Yingjie Wang, Zhao Jin

arxiv:2505.19707 v1 · 2025-05-26 · cs.CV · cs.IR

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

Add to your LaTeX paper

\usepackage{pith}
\pithnumber{SRA4W4BUINKS7NCLIJEVMVN65B}

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	2026-07-05T11:09:34.902394Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

9441cb703443552fb44b42495655bee87bfd3d2c4ed66afcef43c36274c4af53

Aliases

arxiv: 2505.19707 · arxiv_version: 2505.19707v1 · doi: 10.48550/arxiv.2505.19707 · pith_short_12: SRA4W4BUINKS · pith_short_16: SRA4W4BUINKS7NCL · pith_short_8: SRA4W4BU

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/SRA4W4BUINKS7NCLIJEVMVN65B \
  | 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: 9441cb703443552fb44b42495655bee87bfd3d2c4ed66afcef43c36274c4af53

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "c8967a28dd8f0120044297f6688fde614cab3a06cc8a59ef0eb96c5c110ef312",
    "cross_cats_sorted": [
      "cs.IR"
    ],
    "license": "http://arxiv.org/licenses/nonexclusive-distrib/1.0/",
    "primary_cat": "cs.CV",
    "submitted_at": "2025-05-26T08:56:59Z",
    "title_canon_sha256": "cf162abc99c3e73d1e7994b28ad27276bd729cd1141a81070c60a508cd814557"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2505.19707",
    "kind": "arxiv",
    "version": 1
  }
}