Pith Number

pith:HTOYRGLZ

pith:2021:HTOYRGLZWGOIWIT5F62CYUY2AY

not attested not anchored not stored refs pending

E$^2$CM: Early Exit via Class Means for Efficient Supervised and Unsupervised Learning

Alperen G\"ormez, Erdem Koyuncu, Venkat R. Dasari

arxiv:2103.01148 v3 · 2021-03-01 · cs.LG · cs.NE · 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{HTOYRGLZWGOIWIT5F62CYUY2AY}

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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

Performance Control in Early Exiting to Deploy Large Models at the Same Cost of Smaller Ones

Receipt and verification

First computed	2026-07-05T05:10:52.123030Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

3cdd889979b19c8b227d2fb42c531a0636da7a0f90b76e093b9cbfd906bc3c95

Aliases

arxiv: 2103.01148 · arxiv_version: 2103.01148v3 · doi: 10.48550/arxiv.2103.01148 · pith_short_12: HTOYRGLZWGOI · pith_short_16: HTOYRGLZWGOIWIT5 · pith_short_8: HTOYRGLZ

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/HTOYRGLZWGOIWIT5F62CYUY2AY \
  | 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: 3cdd889979b19c8b227d2fb42c531a0636da7a0f90b76e093b9cbfd906bc3c95

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "ae9d9936f8590a93702ac47c9ccc68ab4bdea4021cc4b231af5f282e03846352",
    "cross_cats_sorted": [
      "cs.NE",
      "stat.ML"
    ],
    "license": "http://creativecommons.org/licenses/by-nc-sa/4.0/",
    "primary_cat": "cs.LG",
    "submitted_at": "2021-03-01T17:31:55Z",
    "title_canon_sha256": "0689b2e92dc925660963da2e77321b73a465b41071cc9793ca1ca9e0b7841d0d"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2103.01148",
    "kind": "arxiv",
    "version": 3
  }
}