Pith Number

pith:GIO2OBQD

pith:2020:GIO2OBQDCOLWJVY3QVFL6E7ADE

not attested not anchored not stored refs pending

Feed-Forward On-Edge Fine-tuning Using Static Synthetic Gradient Modules

Marian Verhelst, Robby Neven, Tinne Tuytelaars, Toon Goedem\'e

arxiv:2009.09675 v1 · 2020-09-21 · 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{GIO2OBQDCOLWJVY3QVFL6E7ADE}

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	2026-07-05T01:36:51.768357Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

321da70603139764d71b854abf13e01929cdcee3df6ee97ccae7911610b93cdb

Aliases

arxiv: 2009.09675 · arxiv_version: 2009.09675v1 · doi: 10.48550/arxiv.2009.09675 · pith_short_12: GIO2OBQDCOLW · pith_short_16: GIO2OBQDCOLWJVY3 · pith_short_8: GIO2OBQD

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/GIO2OBQDCOLWJVY3QVFL6E7ADE \
  | 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: 321da70603139764d71b854abf13e01929cdcee3df6ee97ccae7911610b93cdb

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "6cc4c074040ae4cd0c4e1881f1bcee88c80f5070e671f030ef414b64116307e7",
    "cross_cats_sorted": [],
    "license": "http://arxiv.org/licenses/nonexclusive-distrib/1.0/",
    "primary_cat": "cs.CV",
    "submitted_at": "2020-09-21T08:27:01Z",
    "title_canon_sha256": "bcd5a9c0fa35ecf06efb01ae5c52a915e664e2ab0e6e79dce46a65409b7b630b"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2009.09675",
    "kind": "arxiv",
    "version": 1
  }
}