Pith Number

pith:HNOTMUX4

pith:2021:HNOTMUX4Z3MCZRA2C3I5L6HIFB

not attested not anchored not stored refs pending

Continual Learning with Fully Probabilistic Models

Alexander Gepperth, Benedikt Bagus, Benedikt Pf\"ulb

arxiv:2104.09240 v1 · 2021-04-19 · cs.LG · stat.ML

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

Add to your LaTeX paper

\usepackage{pith}
\pithnumber{HNOTMUX4Z3MCZRA2C3I5L6HIFB}

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.

Cited by

1 paper in Pith

Enhancing Memory Recall in LLMs with Gauss-Tin: A Hybrid Instructional and Gaussian Replay Approach

Receipt and verification

First computed	2026-07-05T02:33:11.026161Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

3b5d3652fcced82cc41a16d1d5f8e8286f158f4b1e92d35764858cefd694a0db

Aliases

arxiv: 2104.09240 · arxiv_version: 2104.09240v1 · doi: 10.48550/arxiv.2104.09240 · pith_short_12: HNOTMUX4Z3MC · pith_short_16: HNOTMUX4Z3MCZRA2 · pith_short_8: HNOTMUX4

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/HNOTMUX4Z3MCZRA2C3I5L6HIFB \
  | 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: 3b5d3652fcced82cc41a16d1d5f8e8286f158f4b1e92d35764858cefd694a0db

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "b484608b27b4afc3ef628a9309d1d5222b3f12b2845d24923a2b8caae44d45a8",
    "cross_cats_sorted": [
      "stat.ML"
    ],
    "license": "http://arxiv.org/licenses/nonexclusive-distrib/1.0/",
    "primary_cat": "cs.LG",
    "submitted_at": "2021-04-19T12:26:26Z",
    "title_canon_sha256": "4a29ab215cb8a9ae34335d32eb27e6abd13a5f106a0d8e8d6dc80ce0aaf78656"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2104.09240",
    "kind": "arxiv",
    "version": 1
  }
}