Pith Number

pith:RA44V5NU

pith:2022:RA44V5NUF52ZBUI4SWKBFBRCEU

not attested not anchored not stored refs pending

DLCFT: Deep Linear Continual Fine-Tuning for General Incremental Learning

Hyounguk Shon, Janghyeon Lee, Junmo Kim, Seung Hwan Kim

arxiv:2208.08112 v1 · 2022-08-17 · cs.LG · cs.AI · 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{RA44V5NUF52ZBUI4SWKBFBRCEU}

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	2026-07-05T04:49:24.239210Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

8839caf5b42f7590d11c9594128622252dde1d54562c759a056eaba54a63bf54

Aliases

arxiv: 2208.08112 · arxiv_version: 2208.08112v1 · doi: 10.48550/arxiv.2208.08112 · pith_short_12: RA44V5NUF52Z · pith_short_16: RA44V5NUF52ZBUI4 · pith_short_8: RA44V5NU

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/RA44V5NUF52ZBUI4SWKBFBRCEU \
  | 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: 8839caf5b42f7590d11c9594128622252dde1d54562c759a056eaba54a63bf54

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "e2a9a21241c98fcb8d84d532b5fb07bd0d82a0e0a7713e3f4070b700bca2a680",
    "cross_cats_sorted": [
      "cs.AI",
      "cs.CV"
    ],
    "license": "http://arxiv.org/licenses/nonexclusive-distrib/1.0/",
    "primary_cat": "cs.LG",
    "submitted_at": "2022-08-17T06:58:14Z",
    "title_canon_sha256": "e8df7bc810c73f9a40fb0c55dac2d9928535ca5efbb8a9ecb7b8508a72fc7e9b"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2208.08112",
    "kind": "arxiv",
    "version": 1
  }
}