Pith Number

pith:XZTWR4JS

pith:2023:XZTWR4JSWXJR4HQZPCNZK3DODW

not attested not anchored not stored refs pending

Advancing Image Retrieval with Few-Shot Learning and Relevance Feedback

Boaz Lerner, Nir Darshan, Rami Ben-Ari

arxiv:2312.11078 v1 · 2023-12-18 · cs.CV

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

Add to your LaTeX paper

\usepackage{pith}
\pithnumber{XZTWR4JSWXJR4HQZPCNZK3DODW}

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.

Cited by

1 paper in Pith

Active Learning via Classifier Impact and Greedy Selection for Interactive Image Retrieval

Receipt and verification

First computed	2026-07-05T07:25:27.743021Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

be6768f132b5d31e1e19789b956c6e1db65a38fa888b838ef26539993a909582

Aliases

arxiv: 2312.11078 · arxiv_version: 2312.11078v1 · doi: 10.48550/arxiv.2312.11078 · pith_short_12: XZTWR4JSWXJR · pith_short_16: XZTWR4JSWXJR4HQZ · pith_short_8: XZTWR4JS

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/XZTWR4JSWXJR4HQZPCNZK3DODW \
  | 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: be6768f132b5d31e1e19789b956c6e1db65a38fa888b838ef26539993a909582

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "1f73eadf9a046ab1bd1ba53a9f0a9db023a25b75c6879ba9943113aa81d3ec03",
    "cross_cats_sorted": [],
    "license": "http://creativecommons.org/licenses/by-nc-nd/4.0/",
    "primary_cat": "cs.CV",
    "submitted_at": "2023-12-18T10:20:28Z",
    "title_canon_sha256": "7617f2a20789beb1fe57e3c35a0d9847da25209a749fc78c05c63967fd8f0db0"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2312.11078",
    "kind": "arxiv",
    "version": 1
  }
}