Pith Number

pith:3VDL7XYI

pith:2024:3VDL7XYIGJV2FENRLHINXSPNJG

not attested not anchored not stored refs pending

Unveil Benign Overfitting for Transformer in Vision: Training Dynamics, Convergence, and Generalization

Jiarui Jiang, Liqiang Nie, Miao Zhang, Taiji Suzuki, Wei Huang

arxiv:2409.19345 v2 · 2024-09-28 · cs.LG · cs.CV · 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{3VDL7XYIGJV2FENRLHINXSPNJG}

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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

1 paper in Pith

How Transformers Learn Regular Language Recognition: A Theoretical Study on Training Dynamics and Implicit Bias

Receipt and verification

First computed	2026-07-05T09:39:09.325596Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

dd46bfdf08326ba291b159d0dbc9ed49b12ae4603df090631cdbf3ecd98c9bb0

Aliases

arxiv: 2409.19345 · arxiv_version: 2409.19345v2 · doi: 10.48550/arxiv.2409.19345 · pith_short_12: 3VDL7XYIGJV2 · pith_short_16: 3VDL7XYIGJV2FENR · pith_short_8: 3VDL7XYI

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/3VDL7XYIGJV2FENRLHINXSPNJG \
  | 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: dd46bfdf08326ba291b159d0dbc9ed49b12ae4603df090631cdbf3ecd98c9bb0

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "a3cb721888839933943884b762ab30ea33ee52954cde83ef04e59f90d6697a35",
    "cross_cats_sorted": [
      "cs.CV",
      "stat.ML"
    ],
    "license": "http://creativecommons.org/licenses/by/4.0/",
    "primary_cat": "cs.LG",
    "submitted_at": "2024-09-28T13:24:11Z",
    "title_canon_sha256": "90d172e436c3bdb5efb8aa86d0479f6a1b6cb6c02559ffa6f565c435531528d0"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2409.19345",
    "kind": "arxiv",
    "version": 2
  }
}