Pith Number

pith:DK3E7SSR

pith:2024:DK3E7SSR6IGDRJ6XMHKSAPUO7U

not attested not anchored not stored refs pending

Harnessing Neural Unit Dynamics for Effective and Scalable Class-Incremental Learning

Depeng Li, Junwei Chen, Tianqi Wang, Wei Dai, Zhigang Zeng

arxiv:2406.02428 v1 · 2024-06-04 · 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{DK3E7SSR6IGDRJ6XMHKSAPUO7U}

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

On the Discrimination and Consistency for Exemplar-Free Class Incremental Learning

Receipt and verification

First computed	2026-07-05T08:27:19.631477Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

1ab64fca51f20c38a7d761d5203e8efd337df51f52de3c51ce1462f1346ab5f9

Aliases

arxiv: 2406.02428 · arxiv_version: 2406.02428v1 · doi: 10.48550/arxiv.2406.02428 · pith_short_12: DK3E7SSR6IGD · pith_short_16: DK3E7SSR6IGDRJ6X · pith_short_8: DK3E7SSR

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/DK3E7SSR6IGDRJ6XMHKSAPUO7U \
  | 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: 1ab64fca51f20c38a7d761d5203e8efd337df51f52de3c51ce1462f1346ab5f9

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "b9df21e33fd98059b0fdd23f2a2c63c3dc0ec6b59cc27c1ddc720abc2b22cef5",
    "cross_cats_sorted": [],
    "license": "http://arxiv.org/licenses/nonexclusive-distrib/1.0/",
    "primary_cat": "cs.LG",
    "submitted_at": "2024-06-04T15:47:03Z",
    "title_canon_sha256": "3c9f2284755cd22be9afb2d2016c93f5c5ef9ff71d7a0b3fad286564658a296b"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2406.02428",
    "kind": "arxiv",
    "version": 1
  }
}