Pith Number

pith:34GWUDDV

pith:2023:34GWUDDVN4ORJOIJHB6JWPBWNF

not attested not anchored not stored refs pending

Prototypical Kernel Learning and Open-set Foreground Perception for Generalized Few-shot Semantic Segmentation

Feigege Wang, Kai Huang, Ye Xi, Yutao Gao

arxiv:2308.04952 v3 · 2023-08-09 · cs.CV · cs.AI

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

Add to your LaTeX paper

\usepackage{pith}
\pithnumber{34GWUDDVN4ORJOIJHB6JWPBWNF}

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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

Probabilistic Prototype Calibration of Vision-Language Models for Generalized Few-shot Semantic Segmentation

Receipt and verification

First computed	2026-07-05T06:42:45.472400Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

df0d6a0c756f1d14b909387c9b3c3669498576bc5e3c060f68138eca27fe3c74

Aliases

arxiv: 2308.04952 · arxiv_version: 2308.04952v3 · doi: 10.48550/arxiv.2308.04952 · pith_short_12: 34GWUDDVN4OR · pith_short_16: 34GWUDDVN4ORJOIJ · pith_short_8: 34GWUDDV

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/34GWUDDVN4ORJOIJHB6JWPBWNF \
  | 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: df0d6a0c756f1d14b909387c9b3c3669498576bc5e3c060f68138eca27fe3c74

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "d69deb3e8605f28d229fd68accfa6faa1aed758dfea8e70e209617ef4bf6ee12",
    "cross_cats_sorted": [
      "cs.AI"
    ],
    "license": "http://creativecommons.org/licenses/by/4.0/",
    "primary_cat": "cs.CV",
    "submitted_at": "2023-08-09T13:38:52Z",
    "title_canon_sha256": "49b6c8ca13f3b1633a9682320ad55a53dae68c934f2188e021c2efcf78f5c254"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2308.04952",
    "kind": "arxiv",
    "version": 3
  }
}