Pith Number

pith:5VAZH5SL

pith:2015:5VAZH5SLDZ3WYNUMCVMXLGTFAG

not attested not anchored not stored refs pending

Gradual DropIn of Layers to Train Very Deep Neural Networks

Emily M. Hand, Leslie N. Smith, Timothy Doster

arxiv:1511.06951 v1 · 2015-11-22 · cs.NE · cs.CV · 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{5VAZH5SLDZ3WYNUMCVMXLGTFAG}

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	2026-05-18T01:26:17.088178Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

ed4193f64b1e776c368c1559759a6501a2e3ab49f8ea844af0080f22613983c0

Aliases

arxiv: 1511.06951 · arxiv_version: 1511.06951v1 · doi: 10.48550/arxiv.1511.06951 · pith_short_12: 5VAZH5SLDZ3W · pith_short_16: 5VAZH5SLDZ3WYNUM · pith_short_8: 5VAZH5SL

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/5VAZH5SLDZ3WYNUMCVMXLGTFAG \
  | 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: ed4193f64b1e776c368c1559759a6501a2e3ab49f8ea844af0080f22613983c0

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "a04ce5b77dc7f1e614ea8188ea4309620a25dc3e9490d9cfb783de0f57b06180",
    "cross_cats_sorted": [
      "cs.CV",
      "cs.LG"
    ],
    "license": "http://arxiv.org/licenses/nonexclusive-distrib/1.0/",
    "primary_cat": "cs.NE",
    "submitted_at": "2015-11-22T02:33:08Z",
    "title_canon_sha256": "bf524292e2400d60267f4b3fa9547dee22b8789dbc31acdd9e9a58a1927900c9"
  },
  "schema_version": "1.0",
  "source": {
    "id": "1511.06951",
    "kind": "arxiv",
    "version": 1
  }
}