Pith Number

pith:K7QHUWQ7

pith:2024:K7QHUWQ7KM73LOCIGAXZ5SOAXO

not attested not anchored not stored refs pending

Few Shot Class Incremental Learning using Vision-Language models

Anurag Kumar, Biplab Banerjee, Chinmay Bharti, Saikat Dutta, Srikrishna Karanam

arxiv:2405.01040 v2 · 2024-05-02 · cs.CV · cs.CL · eess.IV

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

Add to your LaTeX paper

\usepackage{pith}
\pithnumber{K7QHUWQ7KM73LOCIGAXZ5SOAXO}

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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.

Receipt and verification

First computed	2026-07-05T08:55:35.637599Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

57e07a5a1f533fb5b848302f9ec9c0bb967e53fc3b596ec614cff0adb3dc0d34

Aliases

arxiv: 2405.01040 · arxiv_version: 2405.01040v2 · doi: 10.48550/arxiv.2405.01040 · pith_short_12: K7QHUWQ7KM73 · pith_short_16: K7QHUWQ7KM73LOCI · pith_short_8: K7QHUWQ7

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/K7QHUWQ7KM73LOCIGAXZ5SOAXO \
  | 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: 57e07a5a1f533fb5b848302f9ec9c0bb967e53fc3b596ec614cff0adb3dc0d34

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "99dfa074dea2c4c17b11dad1e392cbb1e64bc25f0f568a7e70787a19106c0016",
    "cross_cats_sorted": [
      "cs.CL",
      "eess.IV"
    ],
    "license": "http://creativecommons.org/licenses/by/4.0/",
    "primary_cat": "cs.CV",
    "submitted_at": "2024-05-02T06:52:49Z",
    "title_canon_sha256": "1fffd9ae162ee175838d6be9ef7ea1c60c9fdca88dc188fc45e977d80155d74a"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2405.01040",
    "kind": "arxiv",
    "version": 2
  }
}