Pith Number

pith:3722GYFV

pith:2023:3722GYFVSYAP34LDU7Q5MVOE4L

not attested not anchored not stored refs pending

Exploring the Effect of Multi-step Ascent in Sharpness-Aware Minimization

Hoki Kim, Jaewook Lee, Jinseong Park, Woojin Lee, Yujin Choi

arxiv:2302.10181 v1 · 2023-01-27 · cs.LG

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Add to your LaTeX paper

\usepackage{pith}
\pithnumber{3722GYFVSYAP34LDU7Q5MVOE4L}

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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

VASSO: Variance Suppression for Sharpness-Aware Minimization

Receipt and verification

First computed	2026-07-05T05:43:36.207796Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

dff5a360b59600fdf163a7e1d655c4e2ca27c223a3b7906f3f74565ca6bfa578

Aliases

arxiv: 2302.10181 · arxiv_version: 2302.10181v1 · doi: 10.48550/arxiv.2302.10181 · pith_short_12: 3722GYFVSYAP · pith_short_16: 3722GYFVSYAP34LD · pith_short_8: 3722GYFV

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/3722GYFVSYAP34LDU7Q5MVOE4L \
  | 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: dff5a360b59600fdf163a7e1d655c4e2ca27c223a3b7906f3f74565ca6bfa578

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "0165496c5c1be25bc29abb24b50715453f90d01129c103618186f50e3d96af13",
    "cross_cats_sorted": [],
    "license": "http://creativecommons.org/licenses/by-nc-nd/4.0/",
    "primary_cat": "cs.LG",
    "submitted_at": "2023-01-27T06:16:31Z",
    "title_canon_sha256": "0f2930b20bf634453384c1a026548226b5b4c238b0540eb6b2e4993bdc6c4ede"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2302.10181",
    "kind": "arxiv",
    "version": 1
  }
}