Pith Number

pith:I7CPU6ZV

pith:2025:I7CPU6ZVHURQEEJPEVUJFQSYAJ

not attested not anchored not stored refs pending

LoRA-Based Continual Learning with Constraints on Critical Parameter Changes

Hongliang Li, Jiangwei Zhao, Liang Zhang, Lili Pan, Shimou Ling

arxiv:2504.13407 v1 · 2025-04-18 · cs.CV · cs.AI

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

Add to your LaTeX paper

\usepackage{pith}
\pithnumber{I7CPU6ZVHURQEEJPEVUJFQSYAJ}

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	2026-07-05T10:50:54.361044Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

47c4fa7b353d2302112f256892c258024e41daa78b3e13d54b3128f0ed02e941

Aliases

arxiv: 2504.13407 · arxiv_version: 2504.13407v1 · doi: 10.48550/arxiv.2504.13407 · pith_short_12: I7CPU6ZVHURQ · pith_short_16: I7CPU6ZVHURQEEJP · pith_short_8: I7CPU6ZV

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/I7CPU6ZVHURQEEJPEVUJFQSYAJ \
  | 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: 47c4fa7b353d2302112f256892c258024e41daa78b3e13d54b3128f0ed02e941

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "c55c5f8b9169aa10d18e805df657333db60e92b42c6565c1c7c89d5cff4b6a6f",
    "cross_cats_sorted": [
      "cs.AI"
    ],
    "license": "http://arxiv.org/licenses/nonexclusive-distrib/1.0/",
    "primary_cat": "cs.CV",
    "submitted_at": "2025-04-18T02:08:19Z",
    "title_canon_sha256": "97ff5720cd8fa73a7bf19893d54d388024176144371cbae72f07f21471838007"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2504.13407",
    "kind": "arxiv",
    "version": 1
  }
}