Pith Number

pith:ZK4D4TAY

pith:2025:ZK4D4TAY3DYKBU23CZYPTLVLSB

not attested not anchored not stored refs pending

DualCP: Rehearsal-Free Domain-Incremental Learning via Dual-Level Concept Prototype

Haoyu Luo, Jizhou Han, Qiang Wang, SongLin Dong, Xiang Song, Yihong Gong, Yuhang He

arxiv:2503.18042 v1 · 2025-03-23 · 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{ZK4D4TAY3DYKBU23CZYPTLVLSB}

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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

Boosting Domain Incremental Learning: Selecting the Optimal Parameters is All You Need

Receipt and verification

First computed	2026-07-05T10:38:01.112432Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

cab83e4c18d8f0a0d35b1670f9aeab9077aed2f215e25d9d877e5be6ccca4f78

Aliases

arxiv: 2503.18042 · arxiv_version: 2503.18042v1 · doi: 10.48550/arxiv.2503.18042 · pith_short_12: ZK4D4TAY3DYK · pith_short_16: ZK4D4TAY3DYKBU23 · pith_short_8: ZK4D4TAY

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/ZK4D4TAY3DYKBU23CZYPTLVLSB \
  | 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: cab83e4c18d8f0a0d35b1670f9aeab9077aed2f215e25d9d877e5be6ccca4f78

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "b6d0ee0a1de1c0ef6079c7baaf67016a1159f86d3ad894e03a64876c5e46766b",
    "cross_cats_sorted": [],
    "license": "http://creativecommons.org/licenses/by-nc-sa/4.0/",
    "primary_cat": "cs.CV",
    "submitted_at": "2025-03-23T12:06:35Z",
    "title_canon_sha256": "a230cebbceeae5e406c45f1c8bf7f544b6635bae2ca1577091a880a7869e5c84"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2503.18042",
    "kind": "arxiv",
    "version": 1
  }
}