Pith Number

pith:OHRTXMYW

pith:2024:OHRTXMYWNBQ2JGBD5DY3E4P7J3

not attested not anchored not stored refs pending

Learning Prompt with Distribution-Based Feature Replay for Few-Shot Class-Incremental Learning

Chunmei Feng, Erjin Zhou, Rick Siow Mong Goh, Wangmeng Zuo, Xinxing Xu, Yong Liu, Ze Chen, Zhixing Chen, Zitong Huang

arxiv:2401.01598 v3 · 2024-01-03 · 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{OHRTXMYWNBQ2JGBD5DY3E4P7J3}

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.

Cited by

1 paper in Pith

LLM Evolution as an Industry-Scale Ecosystem: A Lifecycle Perspective on Continual Learning

Receipt and verification

First computed	2026-07-05T09:44:06.735636Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

71e33bb3166861a49823e8f1b271ff4ecdaeb65d7b89ee8e7d79822f61fcc44e

Aliases

arxiv: 2401.01598 · arxiv_version: 2401.01598v3 · doi: 10.48550/arxiv.2401.01598 · pith_short_12: OHRTXMYWNBQ2 · pith_short_16: OHRTXMYWNBQ2JGBD · pith_short_8: OHRTXMYW

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/OHRTXMYWNBQ2JGBD5DY3E4P7J3 \
  | 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: 71e33bb3166861a49823e8f1b271ff4ecdaeb65d7b89ee8e7d79822f61fcc44e

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "d9fbdf5660a8ce3aa2b0ac333b805ff1b43a7d75543ebc35b3cf7097fc32cd85",
    "cross_cats_sorted": [],
    "license": "http://creativecommons.org/licenses/by-nc-sa/4.0/",
    "primary_cat": "cs.CV",
    "submitted_at": "2024-01-03T07:59:17Z",
    "title_canon_sha256": "712e7b6f1723bfa63b019cfab986df7fdd7f2c5ded6a9f64ac95b54b3198d1a2"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2401.01598",
    "kind": "arxiv",
    "version": 3
  }
}