Pith Number

pith:MPG2NWOA

pith:2023:MPG2NWOAMBALF7RDL2PVLZQAZS

not attested not anchored not stored refs pending

Feature Imitating Networks Enhance The Performance, Reliability And Speed Of Deep Learning On Biomedical Image Processing Tasks

Hassan B. Ebadian, Mohammad Mahdi Ghassemi, Shangyang Min, Tuka Alhanai

arxiv:2306.14572 v2 · 2023-06-26 · eess.IV · 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{MPG2NWOAMBALF7RDL2PVLZQAZS}

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	2026-07-05T08:10:55.517875Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

63cda6d9c06040b2fe235e9f55e600ccaab1f7442846954bef5a880b6537bd76

Aliases

arxiv: 2306.14572 · arxiv_version: 2306.14572v2 · doi: 10.48550/arxiv.2306.14572 · pith_short_12: MPG2NWOAMBAL · pith_short_16: MPG2NWOAMBALF7RD · pith_short_8: MPG2NWOA

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/MPG2NWOAMBALF7RDL2PVLZQAZS \
  | 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: 63cda6d9c06040b2fe235e9f55e600ccaab1f7442846954bef5a880b6537bd76

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "2313248a983d0ed38093575b32be0ade94273ea4ba6b8ef0c7db2c7b110fba25",
    "cross_cats_sorted": [
      "cs.CV",
      "cs.LG"
    ],
    "license": "http://arxiv.org/licenses/nonexclusive-distrib/1.0/",
    "primary_cat": "eess.IV",
    "submitted_at": "2023-06-26T10:33:45Z",
    "title_canon_sha256": "9030f3ff699af7e2c74b7f9cbe3f3bff771e9447babae0ebfb5fd5bf37595f3b"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2306.14572",
    "kind": "arxiv",
    "version": 2
  }
}