Pith Number

pith:PUM3UOIY

pith:2023:PUM3UOIY3XJW6VTTSEYJYJ57TE

not attested not anchored not stored refs pending

DeepMA: End-to-end Deep Multiple Access for Wireless Image Transmission in Semantic Communication

Haijun Zhang, Hua Shao, Hui Ma, Kaiyuan Bai, Sherali Zeadally, Victor C. M. Leung, Wenyu Zhang

arxiv:2303.11543 v2 · 2023-03-21 · 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{PUM3UOIY3XJW6VTTSEYJYJ57TE}

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

Rethinking Multi-User Communication in Semantic Domain: Enhanced OMDMA by Shuffle-Based Orthogonalization and Diffusion Denoising

Receipt and verification

First computed	2026-07-05T06:24:49.477485Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

7d19ba3918ddd36f567391309c27bf992cca3f4b95c57c65a68d43b4b0dba0ee

Aliases

arxiv: 2303.11543 · arxiv_version: 2303.11543v2 · doi: 10.48550/arxiv.2303.11543 · pith_short_12: PUM3UOIY3XJW · pith_short_16: PUM3UOIY3XJW6VTT · pith_short_8: PUM3UOIY

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/PUM3UOIY3XJW6VTTSEYJYJ57TE \
  | 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: 7d19ba3918ddd36f567391309c27bf992cca3f4b95c57c65a68d43b4b0dba0ee

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "5c3d5e563d6023a6164debd50d17a0e73dd5afaf2c894af2fbd20598f81bcc82",
    "cross_cats_sorted": [],
    "license": "http://creativecommons.org/licenses/by/4.0/",
    "primary_cat": "eess.SP",
    "submitted_at": "2023-03-21T02:16:56Z",
    "title_canon_sha256": "01db4912c4a2d9e8a3948a48f12eebe3872c1eb003f7884d4e51a81c4b1df814"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2303.11543",
    "kind": "arxiv",
    "version": 2
  }
}