Pith Number

pith:FPNUMWUC

pith:2018:FPNUMWUC3K27XTOLGOWZTLLALA

not attested not anchored not stored refs pending

Knowledge Transfer via Distillation of Activation Boundaries Formed by Hidden Neurons

Byeongho Heo, Jin Young Choi, Minsik Lee, Sangdoo Yun

arxiv:1811.03233 v2 · 2018-11-08 · cs.LG · cs.CV · stat.ML

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Add to your LaTeX paper

\usepackage{pith}
\pithnumber{FPNUMWUC3K27XTOLGOWZTLLALA}

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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

1 paper in Pith

Graph-based Knowledge Distillation by Multi-head Attention Network

Receipt and verification

First computed	2026-05-17T23:58:18.845542Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

2bdb465a82dab5fbcdcb33ad99ad6058096846f142a508cffbf5589a8bbb2ae1

Aliases

arxiv: 1811.03233 · arxiv_version: 1811.03233v2 · doi: 10.48550/arxiv.1811.03233 · pith_short_12: FPNUMWUC3K27 · pith_short_16: FPNUMWUC3K27XTOL · pith_short_8: FPNUMWUC

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/FPNUMWUC3K27XTOLGOWZTLLALA \
  | 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: 2bdb465a82dab5fbcdcb33ad99ad6058096846f142a508cffbf5589a8bbb2ae1

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "8aed2351e75acfeda04a4c2ac94292e5c716810897ed5b2d64d09b1b8f2ccf1c",
    "cross_cats_sorted": [
      "cs.CV",
      "stat.ML"
    ],
    "license": "http://arxiv.org/licenses/nonexclusive-distrib/1.0/",
    "primary_cat": "cs.LG",
    "submitted_at": "2018-11-08T02:47:56Z",
    "title_canon_sha256": "6241a0ed85e0757782c31afc88b160f3e08e428e2a851b41140d5a6b256e09b1"
  },
  "schema_version": "1.0",
  "source": {
    "id": "1811.03233",
    "kind": "arxiv",
    "version": 2
  }
}