Pith Number

pith:SF5SLGWI

pith:2019:SF5SLGWI363HCTTUA2EGAP4RJX

not attested not anchored not stored refs pending

How does topology influence gradient propagation and model performance of deep networks with DenseNet-type skip connections?

Guihong Li, Kartikeya Bhardwaj, Radu Marculescu

arxiv:1910.00780 v3 · 2019-10-02 · stat.ML · 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{SF5SLGWI363HCTTUA2EGAP4RJX}

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

1 paper in Pith

No More Adam: Learning Rate Scaling at Initialization is All You Need

Receipt and verification

First computed	2026-07-05T02:28:15.620028Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

917b259ac8dfb6714e740688603f914de846dfdf7ff7975350b3c2754294b8e0

Aliases

arxiv: 1910.00780 · arxiv_version: 1910.00780v3 · doi: 10.48550/arxiv.1910.00780 · pith_short_12: SF5SLGWI363H · pith_short_16: SF5SLGWI363HCTTU · pith_short_8: SF5SLGWI

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/SF5SLGWI363HCTTUA2EGAP4RJX \
  | 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: 917b259ac8dfb6714e740688603f914de846dfdf7ff7975350b3c2754294b8e0

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "8af315d8c09e07a7f87556175ba6a7cd7ae99757e8d0079ed99d233e0b00f828",
    "cross_cats_sorted": [
      "cs.CV",
      "cs.LG"
    ],
    "license": "http://arxiv.org/licenses/nonexclusive-distrib/1.0/",
    "primary_cat": "stat.ML",
    "submitted_at": "2019-10-02T05:25:47Z",
    "title_canon_sha256": "9c7a75d76526917a18a5d2fac34027f848677f488ea7b0faa39a3566e15fd494"
  },
  "schema_version": "1.0",
  "source": {
    "id": "1910.00780",
    "kind": "arxiv",
    "version": 3
  }
}