Pith Number

pith:2LI53YAV

pith:2023:2LI53YAVWE4S7L64N3JVZGRI4D

not attested not anchored not stored refs pending

Language-only Efficient Training of Zero-shot Composed Image Retrieval

Geonmo Gu, Sangdoo Yun, Sanghyuk Chun, Wonjae Kim, Yoohoon Kang

arxiv:2312.01998 v2 · 2023-12-04 · 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{2LI53YAVWE4S7L64N3JVZGRI4D}

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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

Never Seen Before: Benchmarking Genuine Zero-Shot Composed Image Retrieval with Consistent Video-Sourced Datasets

Receipt and verification

First computed	2026-07-05T08:02:48.871242Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

d2d1dde015b1392fafdc6ed35c9a28e0dd089d836d5dffb3fa411941985b2738

Aliases

arxiv: 2312.01998 · arxiv_version: 2312.01998v2 · doi: 10.48550/arxiv.2312.01998 · pith_short_12: 2LI53YAVWE4S · pith_short_16: 2LI53YAVWE4S7L64 · pith_short_8: 2LI53YAV

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/2LI53YAVWE4S7L64N3JVZGRI4D \
  | 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: d2d1dde015b1392fafdc6ed35c9a28e0dd089d836d5dffb3fa411941985b2738

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "29fcf8bdd9491ebe8f31584389219a28226897e235490ddf6414381aadfb791f",
    "cross_cats_sorted": [
      "cs.IR"
    ],
    "license": "http://arxiv.org/licenses/nonexclusive-distrib/1.0/",
    "primary_cat": "cs.CV",
    "submitted_at": "2023-12-04T16:22:06Z",
    "title_canon_sha256": "137c8556101643c10c90aad3362c27c462500afdaa58e1557fbc42c6ebbe9974"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2312.01998",
    "kind": "arxiv",
    "version": 2
  }
}