Pith Number

pith:UEQT2LMP

pith:2024:UEQT2LMP6ABEVUXDSVTHF7EOD6

not attested not anchored not stored refs pending

Effective Gradient Sample Size via Variation Estimation for Accelerating Sharpness aware Minimization

Baochang Zhang, Jiaxin Deng, Junbiao Pang, Tian Wang

arxiv:2403.08821 v1 · 2024-02-24 · cs.CV · cs.LG

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

Add to your LaTeX paper

\usepackage{pith}
\pithnumber{UEQT2LMP6ABEVUXDSVTHF7EOD6}

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	2026-07-05T07:55:47.605022Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

a1213d2d8ff0024ad2e3956672fc8e1fa24f7c1cc8cfaf95210c5a8b9add8814

Aliases

arxiv: 2403.08821 · arxiv_version: 2403.08821v1 · doi: 10.48550/arxiv.2403.08821 · pith_short_12: UEQT2LMP6ABE · pith_short_16: UEQT2LMP6ABEVUXD · pith_short_8: UEQT2LMP

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/UEQT2LMP6ABEVUXDSVTHF7EOD6 \
  | 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: a1213d2d8ff0024ad2e3956672fc8e1fa24f7c1cc8cfaf95210c5a8b9add8814

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "466bb750dc3949c7a258312067af95802aff2a4f5938c18e6f0ad73d152f2473",
    "cross_cats_sorted": [
      "cs.LG"
    ],
    "license": "http://arxiv.org/licenses/nonexclusive-distrib/1.0/",
    "primary_cat": "cs.CV",
    "submitted_at": "2024-02-24T05:48:05Z",
    "title_canon_sha256": "ca5f07e1ea71f88f01159915a3a848faa4a89b30bbcb02952805965223191cfe"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2403.08821",
    "kind": "arxiv",
    "version": 1
  }
}