Pith Number

pith:6SO2IKIC

pith:2024:6SO2IKIC2XJDXJLDMSWK3N5JFN

not attested not anchored not stored refs pending

Early Preparation Pays Off: New Classifier Pre-tuning for Class Incremental Semantic Segmentation

Enguang Wang, Haiquan Lu, Jia-Wen Xiao, Le Zhang, Xialei Liu, Zhengyuan Xie

arxiv:2407.14142 v1 · 2024-07-19 · cs.CV · cs.LG

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

Add to your LaTeX paper

\usepackage{pith}
\pithnumber{6SO2IKIC2XJDXJLDMSWK3N5JFN}

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.

Receipt and verification

First computed	2026-07-05T08:45:59.026829Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

f49da42902d5d23ba56364acadb7a92b6d0025ead6d0d5f83f27875d63e47182

Aliases

arxiv: 2407.14142 · arxiv_version: 2407.14142v1 · doi: 10.48550/arxiv.2407.14142 · pith_short_12: 6SO2IKIC2XJD · pith_short_16: 6SO2IKIC2XJDXJLD · pith_short_8: 6SO2IKIC

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/6SO2IKIC2XJDXJLDMSWK3N5JFN \
  | 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: f49da42902d5d23ba56364acadb7a92b6d0025ead6d0d5f83f27875d63e47182

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "8001d8faa2338c24ddc6cbd802c08ddefccf1cda5c9cd91c7619323d922ffb70",
    "cross_cats_sorted": [
      "cs.LG"
    ],
    "license": "http://creativecommons.org/licenses/by/4.0/",
    "primary_cat": "cs.CV",
    "submitted_at": "2024-07-19T09:19:29Z",
    "title_canon_sha256": "6dc6b936a4a85d858220aa613e35396fab7c28c8fdd4da2eb6ae5f337105d08e"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2407.14142",
    "kind": "arxiv",
    "version": 1
  }
}