Pith Number

pith:X33NJ4UD

pith:2022:X33NJ4UDLR2PF5BVDDFXVWC6E6

not attested not anchored not stored refs pending

Exploring Effective Knowledge Transfer for Few-shot Object Detection

Qingjie Liu, Yunhong Wang, Zhiyuan Zhao

arxiv:2210.02021 v1 · 2022-10-05 · 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{X33NJ4UDLR2PF5BVDDFXVWC6E6}

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	2026-07-05T05:03:42.383501Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

bef6d4f2835c74f2f43518cb7ad85e27bedad93904581608e5d1fce9ab347553

Aliases

arxiv: 2210.02021 · arxiv_version: 2210.02021v1 · doi: 10.48550/arxiv.2210.02021 · pith_short_12: X33NJ4UDLR2P · pith_short_16: X33NJ4UDLR2PF5BV · pith_short_8: X33NJ4UD

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/X33NJ4UDLR2PF5BVDDFXVWC6E6 \
  | 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: bef6d4f2835c74f2f43518cb7ad85e27bedad93904581608e5d1fce9ab347553

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "4ef3143791a869941e2683adba867d264607b167b57aec3e9c2ffdad7554cf0a",
    "cross_cats_sorted": [],
    "license": "http://arxiv.org/licenses/nonexclusive-distrib/1.0/",
    "primary_cat": "cs.CV",
    "submitted_at": "2022-10-05T04:53:58Z",
    "title_canon_sha256": "e0167134063f56ac5463e9edede8b02401dd18a08ebbd31151d190bb5eee6175"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2210.02021",
    "kind": "arxiv",
    "version": 1
  }
}