Pith Number

pith:64DZEE2X

pith:2024:64DZEE2X2NJ75TKPHVVCJ3XUCR

not attested not anchored not stored refs pending

Continual Learning Using a Kernel-Based Method Over Foundation Models

Bing Liu, Sahisnu Mazumder, Saleh Momeni

arxiv:2412.15571 v1 · 2024-12-20 · cs.LG · cs.AI · cs.CL · 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{64DZEE2X2NJ75TKPHVVCJ3XUCR}

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	2026-07-05T09:52:25.760209Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

f707921357d353fecd4f3d6a24eef41473f4815bb053f7f99ff41915fafb4d7e

Aliases

arxiv: 2412.15571 · arxiv_version: 2412.15571v1 · doi: 10.48550/arxiv.2412.15571 · pith_short_12: 64DZEE2X2NJ7 · pith_short_16: 64DZEE2X2NJ75TKP · pith_short_8: 64DZEE2X

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/64DZEE2X2NJ75TKPHVVCJ3XUCR \
  | 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: f707921357d353fecd4f3d6a24eef41473f4815bb053f7f99ff41915fafb4d7e

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "b8ecd3df76d7dee70ad75f698a8ed3acedc10a68c531265f47fe0feeebbca1ac",
    "cross_cats_sorted": [
      "cs.AI",
      "cs.CL",
      "cs.CV"
    ],
    "license": "http://creativecommons.org/licenses/by/4.0/",
    "primary_cat": "cs.LG",
    "submitted_at": "2024-12-20T05:09:18Z",
    "title_canon_sha256": "8c48c7e25214bbc03e7c444e44bdfcd6237d7b133d2644fe053f104d39b50360"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2412.15571",
    "kind": "arxiv",
    "version": 1
  }
}