Pith Number

pith:I6M67KOF

pith:2024:I6M67KOFFNRDL3WSKKUSE22J7S

not attested not anchored not stored refs pending

Dynamics of Meta-learning Representation in the Teacher-student Scenario

Bo Li, Cho Tung Yip, Hui Wang

arxiv:2408.12545 v2 · 2024-08-22 · cs.LG · cond-mat.dis-nn

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

Add to your LaTeX paper

\usepackage{pith}
\pithnumber{I6M67KOFFNRDL3WSKKUSE22J7S}

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	2026-07-05T09:58:23.834491Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

4799efa9c52b6235eed252a9226b49fcb68dc59c8064410e9a0c9add36d1b15b

Aliases

arxiv: 2408.12545 · arxiv_version: 2408.12545v2 · doi: 10.48550/arxiv.2408.12545 · pith_short_12: I6M67KOFFNRD · pith_short_16: I6M67KOFFNRDL3WS · pith_short_8: I6M67KOF

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/I6M67KOFFNRDL3WSKKUSE22J7S \
  | 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: 4799efa9c52b6235eed252a9226b49fcb68dc59c8064410e9a0c9add36d1b15b

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "ec1dc7d587a737de4b61e5e79e197e6800a4333049b2c429a718187bfde0e53a",
    "cross_cats_sorted": [
      "cond-mat.dis-nn"
    ],
    "license": "http://arxiv.org/licenses/nonexclusive-distrib/1.0/",
    "primary_cat": "cs.LG",
    "submitted_at": "2024-08-22T16:59:32Z",
    "title_canon_sha256": "cded8b4579e9636d31952688061937a915a53fcc3dc664f21f88056fe51ba695"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2408.12545",
    "kind": "arxiv",
    "version": 2
  }
}