Pith Number

pith:VPJMYUPO

pith:2023:VPJMYUPODEVUDW6DSBH7C7FDMH

not attested not anchored not stored refs pending

Fast Trainable Projection for Robust Fine-Tuning

James Seale Smith, Junjiao Tian, Yen-Cheng Liu, Zsolt Kira

arxiv:2310.19182 v1 · 2023-10-29 · cs.CV

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

Add to your LaTeX paper

\usepackage{pith}
\pithnumber{VPJMYUPODEVUDW6DSBH7C7FDMH}

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	2026-07-05T07:06:47.246166Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

abd2cc51ee192b41dbc3904ff17ca361c3aacbf21eb9f18d8b9f102bca545bac

Aliases

arxiv: 2310.19182 · arxiv_version: 2310.19182v1 · doi: 10.48550/arxiv.2310.19182 · pith_short_12: VPJMYUPODEVU · pith_short_16: VPJMYUPODEVUDW6D · pith_short_8: VPJMYUPO

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/VPJMYUPODEVUDW6DSBH7C7FDMH \
  | 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: abd2cc51ee192b41dbc3904ff17ca361c3aacbf21eb9f18d8b9f102bca545bac

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "40702e3164cb53c3452f932fc962f7bf283f77f96636f96e4b0f74af7a138fbc",
    "cross_cats_sorted": [],
    "license": "http://creativecommons.org/licenses/by/4.0/",
    "primary_cat": "cs.CV",
    "submitted_at": "2023-10-29T22:52:43Z",
    "title_canon_sha256": "e9698510e59305e0cfc8b567287d298cc6feff35e558d3fdb3a097c1d396c74f"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2310.19182",
    "kind": "arxiv",
    "version": 1
  }
}