pith. sign in
Pith Number

pith:JGNSA4FM

pith:2023:JGNSA4FMP2TQSNS6ELZOYSIEOG
not attested not anchored not stored refs pending

Bi-directional Training for Composed Image Retrieval via Text Prompt Learning

Damien Teney, Stephen Gould, Weixuan Sun, Yicong Hong, Zheyuan Liu

arxiv:2303.16604 v2 · 2023-03-29 · cs.CV · cs.IR · cs.LG

Add to your LaTeX paper
\usepackage{pith}
\pithnumber{JGNSA4FMP2TQSNS6ELZOYSIEOG}

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 2026-07-05T07:08:55.913166Z
Builder pith-number-builder-2026-05-17-v1
Signature Pith Ed25519 (pith-v1-2026-05) · public key
Schema pith-number/v1.0

Canonical hash

499b2070ac7ea709365e22f2ec490471af8e45b1080d8e0636e6a1a98af2eca6

Aliases

arxiv: 2303.16604 · arxiv_version: 2303.16604v2 · doi: 10.48550/arxiv.2303.16604 · pith_short_12: JGNSA4FMP2TQ · pith_short_16: JGNSA4FMP2TQSNS6 · pith_short_8: JGNSA4FM
Agent API
Verify this Pith Number yourself
curl -sH 'Accept: application/ld+json' https://pith.science/pith/JGNSA4FMP2TQSNS6ELZOYSIEOG \
  | 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: 499b2070ac7ea709365e22f2ec490471af8e45b1080d8e0636e6a1a98af2eca6
Canonical record JSON
{
  "metadata": {
    "abstract_canon_sha256": "16673b35165cd3eff085392adaec579c9d6c48d51ea517adcaa1c8efcbcfd257",
    "cross_cats_sorted": [
      "cs.IR",
      "cs.LG"
    ],
    "license": "http://creativecommons.org/licenses/by-nc-nd/4.0/",
    "primary_cat": "cs.CV",
    "submitted_at": "2023-03-29T11:37:41Z",
    "title_canon_sha256": "841b65a562f8738466a3bebeb54b97e342086ec9554401d7ca51b1e193569464"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2303.16604",
    "kind": "arxiv",
    "version": 2
  }
}