Pith Number

pith:VNVRFFUB

pith:2018:VNVRFFUB6E4GCHBL4C6O47LOOC

not attested not anchored not stored refs pending

Shallow-Deep Networks: Understanding and Mitigating Network Overthinking

Sanghyun Hong, Tudor Dumitras, Yigitcan Kaya

arxiv:1810.07052 v3 · 2018-10-16 · 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{VNVRFFUB6E4GCHBL4C6O47LOOC}

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

EdgeServing: Deadline-Aware Multi-DNN Serving at the Edge

A Comparative Study of CNN Optimization Methods for Edge AI: Exploring the Role of Early Exits

Receipt and verification

First computed	2026-05-17T23:46:41.531787Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

ab6b129681f138611c2be0bcee7d6e70a32e5d4066fa6a728e5723ae9f886dd3

Aliases

arxiv: 1810.07052 · arxiv_version: 1810.07052v3 · doi: 10.48550/arxiv.1810.07052 · pith_short_12: VNVRFFUB6E4G · pith_short_16: VNVRFFUB6E4GCHBL · pith_short_8: VNVRFFUB

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/VNVRFFUB6E4GCHBL4C6O47LOOC \
  | 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: ab6b129681f138611c2be0bcee7d6e70a32e5d4066fa6a728e5723ae9f886dd3

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "a59dc6c7f080a9d15c7318c111cb1ec3ca05d6d499fe61b5e4de733cec2cd637",
    "cross_cats_sorted": [
      "cs.CV",
      "stat.ML"
    ],
    "license": "http://arxiv.org/licenses/nonexclusive-distrib/1.0/",
    "primary_cat": "cs.LG",
    "submitted_at": "2018-10-16T14:51:13Z",
    "title_canon_sha256": "921253429aaca540ea1736e1f92c2ed0080466a608b234a4b15b723fc6a01148"
  },
  "schema_version": "1.0",
  "source": {
    "id": "1810.07052",
    "kind": "arxiv",
    "version": 3
  }
}