Pith Number

pith:VMHPY5AS

pith:2023:VMHPY5ASO3VGFFVWZFVNS22OXK

not attested not anchored not stored refs pending

Image-Object-Specific Prompt Learning for Few-Shot Class-Incremental Learning

In-Ug Yoon, Jong-Hwan Kim, Sun-Kyung Lee, Tae-Min Choi, Young-Min Kim

arxiv:2309.02833 v2 · 2023-09-06 · 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{VMHPY5ASO3VGFFVWZFVNS22OXK}

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	2026-07-05T07:21:44.320433Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

ab0efc741276ea6296b6c96ad96b4ebaaace5626550be27fc7558fefe9821007

Aliases

arxiv: 2309.02833 · arxiv_version: 2309.02833v2 · doi: 10.48550/arxiv.2309.02833 · pith_short_12: VMHPY5ASO3VG · pith_short_16: VMHPY5ASO3VGFFVW · pith_short_8: VMHPY5AS

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/VMHPY5ASO3VGFFVWZFVNS22OXK \
  | 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: ab0efc741276ea6296b6c96ad96b4ebaaace5626550be27fc7558fefe9821007

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "8e2305504abe77d7ba58ef11ab9536e69f58c66c1b6aa6ab43f79a090c034184",
    "cross_cats_sorted": [],
    "license": "http://arxiv.org/licenses/nonexclusive-distrib/1.0/",
    "primary_cat": "cs.CV",
    "submitted_at": "2023-09-06T08:40:01Z",
    "title_canon_sha256": "e50a6e6ade934f0d64557159b9f3f7a5929e6195396e646f36dd3a2c3f87549c"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2309.02833",
    "kind": "arxiv",
    "version": 2
  }
}