Pith Number

pith:6SWKNEJQ

pith:2023:6SWKNEJQNCNIBO5T4GQV4NKBFZ

not attested not anchored not stored refs pending

Go beyond End-to-End Training: Boosting Greedy Local Learning with Context Supply

Aili Wang, Chengting Yu, Erping Li, Fengzhao Zhang, Hanzhi Ma

arxiv:2312.07636 v2 · 2023-12-12 · cs.LG · cs.CV · stat.ML

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

Add to your LaTeX paper

\usepackage{pith}
\pithnumber{6SWKNEJQNCNIBO5T4GQV4NKBFZ}

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	2026-07-05T09:43:24.214281Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

f4aca69130689a80bbb3e1a15e35412e68063c0153a33d97d415a49e998152df

Aliases

arxiv: 2312.07636 · arxiv_version: 2312.07636v2 · doi: 10.48550/arxiv.2312.07636 · pith_short_12: 6SWKNEJQNCNI · pith_short_16: 6SWKNEJQNCNIBO5T · pith_short_8: 6SWKNEJQ

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/6SWKNEJQNCNIBO5T4GQV4NKBFZ \
  | 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: f4aca69130689a80bbb3e1a15e35412e68063c0153a33d97d415a49e998152df

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "435082092a3c244a0258c051309c3511d4a71dda54ac321d2865c0ac96596bdf",
    "cross_cats_sorted": [
      "cs.CV",
      "stat.ML"
    ],
    "license": "http://arxiv.org/licenses/nonexclusive-distrib/1.0/",
    "primary_cat": "cs.LG",
    "submitted_at": "2023-12-12T10:25:31Z",
    "title_canon_sha256": "28b9403538b4321e65dd0f5fba1fb16b0a7654b5c0f866296bdfeb64c0a56436"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2312.07636",
    "kind": "arxiv",
    "version": 2
  }
}