Pith. sign in
Pith Number

pith:AANTFURB

pith:2024:AANTFURBLDZYBWW7ZIQ3E3DBD3
not attested not anchored not stored refs pending

Efficient Semantic Communication Through Transformer-Aided Compression

Matin Mortaheb, Mohammad A. Amir Khojastepour, Sennur Ulukus

arxiv:2412.01817 v1 · 2024-12-02 · cs.LG · cs.CV · cs.IT · eess.SP · math.IT

Add to your LaTeX paper
\usepackage{pith}
\pithnumber{AANTFURBLDZYBWW7ZIQ3E3DBD3}

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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 2026-07-05T09:43:20.003241Z
Builder pith-number-builder-2026-05-17-v1
Signature Pith Ed25519 (pith-v1-2026-05) · public key
Schema pith-number/v1.0

Canonical hash

001b32d22158f380dadfca21b26c611efb68926764066fb07b1921a19697a451

Aliases

arxiv: 2412.01817 · arxiv_version: 2412.01817v1 · doi: 10.48550/arxiv.2412.01817 · pith_short_12: AANTFURBLDZY · pith_short_16: AANTFURBLDZYBWW7 · pith_short_8: AANTFURB
Agent API
Verify this Pith Number yourself
curl -sH 'Accept: application/ld+json' https://pith.science/pith/AANTFURBLDZYBWW7ZIQ3E3DBD3 \
  | 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: 001b32d22158f380dadfca21b26c611efb68926764066fb07b1921a19697a451
Canonical record JSON
{
  "metadata": {
    "abstract_canon_sha256": "2ff1d4898205b06dc05b012a43bc244da7a17176df650dbedc345d6e55b85f6b",
    "cross_cats_sorted": [
      "cs.CV",
      "cs.IT",
      "eess.SP",
      "math.IT"
    ],
    "license": "http://arxiv.org/licenses/nonexclusive-distrib/1.0/",
    "primary_cat": "cs.LG",
    "submitted_at": "2024-12-02T18:57:28Z",
    "title_canon_sha256": "22812742a5b6daa4d816917cb23fea6c6fbbfe5cf3f6c97b006f51768284ec75"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2412.01817",
    "kind": "arxiv",
    "version": 1
  }
}