Pith Number

pith:LPCGO4WL

pith:2021:LPCGO4WLPPLTHY7SPCCOTLR56B

not attested not anchored not stored refs pending

Network Augmentation for Tiny Deep Learning

Chuang Gan, Han Cai, Ji Lin, Song Han

arxiv:2110.08890 v2 · 2021-10-17 · cs.CV · cs.AI · cs.LG

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

Add to your LaTeX paper

\usepackage{pith}
\pithnumber{LPCGO4WLPPLTHY7SPCCOTLR56B}

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	2026-07-05T04:17:17.711087Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

5bc46772cb7bd733e3f27884e9ae3df06f8acc4ae3b9784ad882d6015e6b1c0b

Aliases

arxiv: 2110.08890 · arxiv_version: 2110.08890v2 · doi: 10.48550/arxiv.2110.08890 · pith_short_12: LPCGO4WLPPLT · pith_short_16: LPCGO4WLPPLTHY7S · pith_short_8: LPCGO4WL

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/LPCGO4WLPPLTHY7SPCCOTLR56B \
  | 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: 5bc46772cb7bd733e3f27884e9ae3df06f8acc4ae3b9784ad882d6015e6b1c0b

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "88dd2b6a5216919764dc82d230dde6df56680859c5863f824da0e04c3a633a33",
    "cross_cats_sorted": [
      "cs.AI",
      "cs.LG"
    ],
    "license": "http://creativecommons.org/licenses/by-nc-sa/4.0/",
    "primary_cat": "cs.CV",
    "submitted_at": "2021-10-17T18:48:41Z",
    "title_canon_sha256": "e31a7b4dcdf11d8cc60803be8acdb00e3b1277d434a151877043bc3d441138cb"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2110.08890",
    "kind": "arxiv",
    "version": 2
  }
}