Pith Number

pith:6MXELFQS

pith:2025:6MXELFQSZCGW3LPBH3GBN6K3EF

not attested not anchored not stored refs pending

Enhancing Automatic Modulation Recognition With a Reconstruction-Driven Vision Transformer Under Limited Labels

Aria Ahmadi, Banafsheh Saffari, Hossein Ahmadi, Mohammad Esmaeil Safari, Sajjad Emdadi Mahdimahalleh

arxiv:2508.20193 v2 · 2025-08-27 · cs.CV · eess.SP

Open paper page JSON Open Graph Bundle Merged state Verified badge What is a Pith Number?

Add to your LaTeX paper

\usepackage{pith}
\pithnumber{6MXELFQSZCGW3LPBH3GBN6K3EF}

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

Automatic Modulation Classification via Green Machine Learning

Receipt and verification

First computed	2026-07-05T12:09:23.374350Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

f32e459612c88d6dade13ecc16f95b215ed1c96381bb12d050f363ab3d370ec0

Aliases

arxiv: 2508.20193 · arxiv_version: 2508.20193v2 · doi: 10.48550/arxiv.2508.20193 · pith_short_12: 6MXELFQSZCGW · pith_short_16: 6MXELFQSZCGW3LPB · pith_short_8: 6MXELFQS

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/6MXELFQSZCGW3LPBH3GBN6K3EF \
  | 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: f32e459612c88d6dade13ecc16f95b215ed1c96381bb12d050f363ab3d370ec0

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "a99b3e411e60503b6008a0f03ac3688d6537b82a96379790902444cf5cbfbb82",
    "cross_cats_sorted": [
      "eess.SP"
    ],
    "license": "http://arxiv.org/licenses/nonexclusive-distrib/1.0/",
    "primary_cat": "cs.CV",
    "submitted_at": "2025-08-27T18:11:47Z",
    "title_canon_sha256": "23fd5fa8abca332d5e2f4d9239584ebb2d53c04faeccf3d4fdaae994e51c2372"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2508.20193",
    "kind": "arxiv",
    "version": 2
  }
}