Pith Number

pith:C7T7DD4M

pith:2024:C7T7DD4MLCVMRCWCIQX75N5HGE

not attested not anchored not stored refs pending

Task-recency bias strikes back: Adapting covariances in Exemplar-Free Class Incremental Learning

Bart{\l}omiej Twardowski, Grzegorz Rype\'s\'c, Sebastian Cygert, Tomasz Trzci\'nski

arxiv:2409.18265 v2 · 2024-09-26 · cs.LG · 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{C7T7DD4MLCVMRCWCIQX75N5HGE}

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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	2026-07-05T09:26:30.766464Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

17e7f18f8c58aac88ac2442ffeb7a7312c30fc277dadb52a7b488f7024b1f883

Aliases

arxiv: 2409.18265 · arxiv_version: 2409.18265v2 · doi: 10.48550/arxiv.2409.18265 · pith_short_12: C7T7DD4MLCVM · pith_short_16: C7T7DD4MLCVMRCWC · pith_short_8: C7T7DD4M

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/C7T7DD4MLCVMRCWCIQX75N5HGE \
  | 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: 17e7f18f8c58aac88ac2442ffeb7a7312c30fc277dadb52a7b488f7024b1f883

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "82540dfea652b9cdaeba85cce25d72c7380b9ed55938d1fa84bee58e74608f06",
    "cross_cats_sorted": [
      "cs.CV"
    ],
    "license": "http://creativecommons.org/licenses/by/4.0/",
    "primary_cat": "cs.LG",
    "submitted_at": "2024-09-26T20:18:14Z",
    "title_canon_sha256": "da54c255a167aee6f62e6a44ad2d7bce8d33ad128cc7d01a390656fb2098a8d3"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2409.18265",
    "kind": "arxiv",
    "version": 2
  }
}