Pith Number

pith:KCHC3AKS

pith:2019:KCHC3AKSFPJDRBJPVTXLMMUKHZ

not attested not anchored not stored refs pending

Dynamic Neural Network Channel Execution for Efficient Training

Pietro Lio, Simeon E. Spasov

arxiv:1905.06435 v1 · 2019-05-15 · 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{KCHC3AKSFPJDRBJPVTXLMMUKHZ}

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

Balancing Uncertainty and Diversity of Samples: Leveraging Diversity of Least, High Confidence Samples for Effective Active Learning

Receipt and verification

First computed	2026-05-17T23:46:02.446238Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

508e2d81522bd238852faceeb6328a3e5d8b3c6208ba38814cba27bdad06e9f3

Aliases

arxiv: 1905.06435 · arxiv_version: 1905.06435v1 · doi: 10.48550/arxiv.1905.06435 · pith_short_12: KCHC3AKSFPJD · pith_short_16: KCHC3AKSFPJDRBJP · pith_short_8: KCHC3AKS

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/KCHC3AKSFPJDRBJPVTXLMMUKHZ \
  | 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: 508e2d81522bd238852faceeb6328a3e5d8b3c6208ba38814cba27bdad06e9f3

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "bfefa93e8dfa65824c65444735a4545235c7481860d970d70d7a1eed0fb1b97b",
    "cross_cats_sorted": [
      "cs.CV",
      "stat.ML"
    ],
    "license": "http://arxiv.org/licenses/nonexclusive-distrib/1.0/",
    "primary_cat": "cs.LG",
    "submitted_at": "2019-05-15T21:10:28Z",
    "title_canon_sha256": "8936ff48ae0361945c72f55002939110b2f3ab94d27b2d5faed954281712b880"
  },
  "schema_version": "1.0",
  "source": {
    "id": "1905.06435",
    "kind": "arxiv",
    "version": 1
  }
}