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Pith Number

pith:AA22BAMS

pith:2023:AA22BAMSRH56J4KQ2NSKQJZBPI
not attested not anchored not stored refs pending

Open-Ended Medical Visual Question Answering Through Prefix Tuning of Language Models

Cees G. M. Snoek, Ivona Najdenkoska, Marcel Worring, Mohammad Mahdi Derakhshani, Tom van Sonsbeek

arxiv:2303.05977 v2 · 2023-03-10 · cs.CV

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\usepackage{pith}
\pithnumber{AA22BAMSRH56J4KQ2NSKQJZBPI}

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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

Receipt and verification
First computed 2026-07-05T06:33:32.842967Z
Builder pith-number-builder-2026-05-17-v1
Signature Pith Ed25519 (pith-v1-2026-05) · public key
Schema pith-number/v1.0

Canonical hash

0035a0819289fbe4f150d364a827217a13b6f083f552f977eac48e15620afb9e

Aliases

arxiv: 2303.05977 · arxiv_version: 2303.05977v2 · doi: 10.48550/arxiv.2303.05977 · pith_short_12: AA22BAMSRH56 · pith_short_16: AA22BAMSRH56J4KQ · pith_short_8: AA22BAMS
Agent API
Verify this Pith Number yourself
curl -sH 'Accept: application/ld+json' https://pith.science/pith/AA22BAMSRH56J4KQ2NSKQJZBPI \
  | 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: 0035a0819289fbe4f150d364a827217a13b6f083f552f977eac48e15620afb9e
Canonical record JSON
{
  "metadata": {
    "abstract_canon_sha256": "8feb016bbf7f8e8bd7e70ba650d3b42e763c01b9ef3a03982cdd8b225ed17833",
    "cross_cats_sorted": [],
    "license": "http://arxiv.org/licenses/nonexclusive-distrib/1.0/",
    "primary_cat": "cs.CV",
    "submitted_at": "2023-03-10T15:17:22Z",
    "title_canon_sha256": "4f3d012a610edb5032256972934b2579660698d8e17fd6ecc25bf85b67b28b9b"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2303.05977",
    "kind": "arxiv",
    "version": 2
  }
}