Pith Number

pith:NMGR2HXE

pith:2023:NMGR2HXEALV25ZDBUZ4YEPB2U7

not attested not anchored not stored refs pending

Parameter-Level Soft-Masking for Continual Learning

Bing Liu, Chihiro Ono, Gyuhak Kim, Mori Kurokawa, Tatsuya Konishi, Zixuan Ke

arxiv:2306.14775 v1 · 2023-06-26 · 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{NMGR2HXEALV25ZDBUZ4YEPB2U7}

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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

Fine-Tuning Regimes Define Distinct Continual Learning Problems

Receipt and verification

First computed	2026-07-05T06:24:40.486928Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

6b0d1d1ee402ebaee461a679823c3aa7cc81aca7f6e751cf57afabb4ef8bb77b

Aliases

arxiv: 2306.14775 · arxiv_version: 2306.14775v1 · doi: 10.48550/arxiv.2306.14775 · pith_short_12: NMGR2HXEALV2 · pith_short_16: NMGR2HXEALV25ZDB · pith_short_8: NMGR2HXE

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/NMGR2HXEALV25ZDBUZ4YEPB2U7 \
  | 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: 6b0d1d1ee402ebaee461a679823c3aa7cc81aca7f6e751cf57afabb4ef8bb77b

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "4279007eb9ef59a348538da836f667f382cdc392600664ee52db0c0abfa37ca0",
    "cross_cats_sorted": [
      "cs.CV"
    ],
    "license": "http://creativecommons.org/licenses/by-sa/4.0/",
    "primary_cat": "cs.LG",
    "submitted_at": "2023-06-26T15:35:27Z",
    "title_canon_sha256": "bbba3e97f3ab63651d51c9f51b5804e1a6ac5a05967691ad9b72376ee8af109c"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2306.14775",
    "kind": "arxiv",
    "version": 1
  }
}