Pith. sign in
Pith Number

pith:XAF5LBVK

pith:2022:XAF5LBVKU5MJAHJCPE2ORFTGCI
not attested not anchored not stored refs pending

Memory-Based Label-Text Tuning for Few-Shot Class-Incremental Learning

Jianzhong He, Jinze Li, Shaoyun Xu, Tao Bai, Xiongkun Linghu, Yan Bai, Yihang Lou

arxiv:2207.01036 v1 · 2022-07-03 · cs.CV

Add to your LaTeX paper
\usepackage{pith}
\pithnumber{XAF5LBVKU5MJAHJCPE2ORFTGCI}

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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 2026-07-05T04:36:55.299772Z
Builder pith-number-builder-2026-05-17-v1
Signature Pith Ed25519 (pith-v1-2026-05) · public key
Schema pith-number/v1.0

Canonical hash

b80bd586aaa758901d227934e89666120d8c3e5f46c1ea1f2531053f06206779

Aliases

arxiv: 2207.01036 · arxiv_version: 2207.01036v1 · doi: 10.48550/arxiv.2207.01036 · pith_short_12: XAF5LBVKU5MJ · pith_short_16: XAF5LBVKU5MJAHJC · pith_short_8: XAF5LBVK
Agent API
Verify this Pith Number yourself
curl -sH 'Accept: application/ld+json' https://pith.science/pith/XAF5LBVKU5MJAHJCPE2ORFTGCI \
  | 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: b80bd586aaa758901d227934e89666120d8c3e5f46c1ea1f2531053f06206779
Canonical record JSON
{
  "metadata": {
    "abstract_canon_sha256": "1962eb61a370bcdfcdd77ade423dd396988a695d3dd15d5d2716f09490cae343",
    "cross_cats_sorted": [],
    "license": "http://creativecommons.org/licenses/by/4.0/",
    "primary_cat": "cs.CV",
    "submitted_at": "2022-07-03T13:15:45Z",
    "title_canon_sha256": "83014ccedfeeee70dd53841913d4ed1f3aef85e12f2f19067ffa2f9c5df509ad"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2207.01036",
    "kind": "arxiv",
    "version": 1
  }
}