Pith Number

pith:MHSCAI5Y

pith:2022:MHSCAI5YPBPJPNTRTUIHZUXB3U

not attested not anchored not stored refs pending

Scaling Forward Gradient With Local Losses

Geoffrey Hinton, Mengye Ren, Renjie Liao, Simon Kornblith

arxiv:2210.03310 v3 · 2022-10-07 · cs.LG · cs.CV · cs.NE

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

Add to your LaTeX paper

\usepackage{pith}
\pithnumber{MHSCAI5YPBPJPNTRTUIHZUXB3U}

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.

Cited by

2 papers in Pith

Adaptive directional gradients for parameterised quantum circuits

Replacement Learning: Training Neural Networks with Fewer Parameters

Receipt and verification

First computed	2026-07-05T05:47:18.118730Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

61e42023b8785e97b6719d107cd2e1dd3d0debd8c529523c30b48c51731e5df2

Aliases

arxiv: 2210.03310 · arxiv_version: 2210.03310v3 · doi: 10.48550/arxiv.2210.03310 · pith_short_12: MHSCAI5YPBPJ · pith_short_16: MHSCAI5YPBPJPNTR · pith_short_8: MHSCAI5Y

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/MHSCAI5YPBPJPNTRTUIHZUXB3U \
  | 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: 61e42023b8785e97b6719d107cd2e1dd3d0debd8c529523c30b48c51731e5df2

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "0632a613643bf0423659089330ff2b8e4afa08eb153ab850c39a82b917651c30",
    "cross_cats_sorted": [
      "cs.CV",
      "cs.NE"
    ],
    "license": "http://creativecommons.org/licenses/by/4.0/",
    "primary_cat": "cs.LG",
    "submitted_at": "2022-10-07T03:52:27Z",
    "title_canon_sha256": "92f7485a286247ce13425e5d803a99d306eac0d69fe1e3e7dec809b7bbd86783"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2210.03310",
    "kind": "arxiv",
    "version": 3
  }
}