Pith. sign in
Pith Number

pith:AWKI4X5F

pith:2025:AWKI4X5FHOI67ZTGCI3YJPHQQF
not attested not anchored not stored refs pending

ConText-CIR: Learning from Concepts in Text for Composed Image Retrieval

Abby Stylianou, Eric Xing, Nathan Jacobs, Pranavi Kolouju, Robert Pless

arxiv:2505.20764 v1 · 2025-05-27 · cs.CV · cs.LG

Add to your LaTeX paper
\usepackage{pith}
\pithnumber{AWKI4X5FHOI67ZTGCI3YJPHQQF}

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 2026-07-05T11:10:18.477898Z
Builder pith-number-builder-2026-05-17-v1
Signature Pith Ed25519 (pith-v1-2026-05) · public key
Schema pith-number/v1.0

Canonical hash

05948e5fa53b91efe666123784bcf08177ee93251f549edc01b7019bc7786337

Aliases

arxiv: 2505.20764 · arxiv_version: 2505.20764v1 · doi: 10.48550/arxiv.2505.20764 · pith_short_12: AWKI4X5FHOI6 · pith_short_16: AWKI4X5FHOI67ZTG · pith_short_8: AWKI4X5F
Agent API
Verify this Pith Number yourself
curl -sH 'Accept: application/ld+json' https://pith.science/pith/AWKI4X5FHOI67ZTGCI3YJPHQQF \
  | 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: 05948e5fa53b91efe666123784bcf08177ee93251f549edc01b7019bc7786337
Canonical record JSON
{
  "metadata": {
    "abstract_canon_sha256": "1bc253ad0b46845efec7162c6dc71c04a888490b2b9a073dad2e306c4ea713ac",
    "cross_cats_sorted": [
      "cs.LG"
    ],
    "license": "http://creativecommons.org/licenses/by-nc-sa/4.0/",
    "primary_cat": "cs.CV",
    "submitted_at": "2025-05-27T06:09:57Z",
    "title_canon_sha256": "b3e844b17f94d7e175e74bb96d595126c096c5f105701651927289289f668f58"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2505.20764",
    "kind": "arxiv",
    "version": 1
  }
}