pith. sign in
Pith Number

pith:C43B7LBA

pith:2026:C43B7LBALYKRDOACAGRQJ4TJJM
not attested not anchored not stored refs pending

Vision Transformer Finetuning Benefits from Non-Smooth Components

Ambroise Odonnat, Ievgen Redko, Laetitia Chapel, Romain Tavenard

arxiv:2602.06883 v3 · 2026-02-06 · cs.LG · cs.CV · stat.ML

Add to your LaTeX paper
\usepackage{pith}
\pithnumber{C43B7LBALYKRDOACAGRQJ4TJJM}

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 2026-06-04T01:09:47.059361Z
Builder pith-number-builder-2026-05-17-v1
Signature Pith Ed25519 (pith-v1-2026-05) · public key
Schema pith-number/v1.0

Canonical hash

17361fac205e1511b80201a304f2694b150f1a7c19dfab5adc5de57d9bc8f34f

Aliases

arxiv: 2602.06883 · arxiv_version: 2602.06883v3 · doi: 10.48550/arxiv.2602.06883 · pith_short_12: C43B7LBALYKR · pith_short_16: C43B7LBALYKRDOAC · pith_short_8: C43B7LBA
Agent API
Verify this Pith Number yourself
curl -sH 'Accept: application/ld+json' https://pith.science/pith/C43B7LBALYKRDOACAGRQJ4TJJM \
  | 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: 17361fac205e1511b80201a304f2694b150f1a7c19dfab5adc5de57d9bc8f34f
Canonical record JSON
{
  "metadata": {
    "abstract_canon_sha256": "494147658ec30429b5c76b50b18b729932db9adcb0ed9174b846ce1ac76f15df",
    "cross_cats_sorted": [
      "cs.CV",
      "stat.ML"
    ],
    "license": "http://creativecommons.org/licenses/by/4.0/",
    "primary_cat": "cs.LG",
    "submitted_at": "2026-02-06T17:12:22Z",
    "title_canon_sha256": "f8f76af7d375591043ca950dd751169fa9d14fcbe9f0c28812159bbd5b2361ef"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2602.06883",
    "kind": "arxiv",
    "version": 3
  }
}