Pith Number

pith:DAAUN7TY

pith:2024:DAAUN7TY746A7XPFGHMV6UXIL3

not attested not anchored not stored refs pending

Understanding Catastrophic Forgetting In LoRA via Mean-Field Attention Dynamics

Hugo Koubbi, Louis Hernandez, Matthieu Boussard

arxiv:2402.15415 v2 · 2024-02-23 · cs.LG · math.DS · 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{DAAUN7TY746A7XPFGHMV6UXIL3}

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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

2 papers in Pith

Quantitative Clustering in Mean-Field Transformer Models

Perceptrons and localization of attention's mean-field landscape

Receipt and verification

First computed	2026-05-18T02:44:39.762889Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

180146fe78ff3c0fdde531d95f52e85eda5d9d47d0917b84313a45644f1feb21

Aliases

arxiv: 2402.15415 · arxiv_version: 2402.15415v2 · doi: 10.48550/arxiv.2402.15415 · pith_short_12: DAAUN7TY746A · pith_short_16: DAAUN7TY746A7XPF · pith_short_8: DAAUN7TY

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/DAAUN7TY746A7XPFGHMV6UXIL3 \
  | 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: 180146fe78ff3c0fdde531d95f52e85eda5d9d47d0917b84313a45644f1feb21

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "132cf361e9d93a6f48572a774a5ac763181f414c19a5530fa60bc83d8b46ff86",
    "cross_cats_sorted": [
      "math.DS",
      "stat.ML"
    ],
    "license": "http://creativecommons.org/licenses/by/4.0/",
    "primary_cat": "cs.LG",
    "submitted_at": "2024-02-23T16:26:01Z",
    "title_canon_sha256": "fa31dd8cd30a639e01a70905acc0744e502757cea37f85a88368e92170ce64a5"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2402.15415",
    "kind": "arxiv",
    "version": 2
  }
}