Pith Number

pith:NUPZGYGI

pith:2023:NUPZGYGI4IPD4EFRKTGWHXZPDP

not attested not anchored not stored refs pending

Generative Semantic Communication: Diffusion Models Beyond Bit Recovery

Danilo Comminiello, Eleonora Grassucci, Sergio Barbarossa

arxiv:2306.04321 v2 · 2023-06-07 · cs.AI · cs.MM

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

Add to your LaTeX paper

\usepackage{pith}
\pithnumber{NUPZGYGI4IPD4EFRKTGWHXZPDP}

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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.

Cited by

7 papers in Pith

Training-Free Multi-User Generative Semantic Communications via Null-Space Diffusion Sampling

Lightweight Diffusion Models for Resource-Constrained Semantic Communication

Generative AI Meets 6G and Beyond: Diffusion Models for Semantic Communications

A Causal Diffusion Model for Video Reconstruction from Ultra-Low-Bitrate Representations

Intention-Aware Semantic Agent Communications for AI Glasses

Receipt and verification

First computed	2026-05-20T00:00:13.896722Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

6d1f9360c8e21e3e10b154cd63df2f1be334b8c7da6fbf475246c641d114b195

Aliases

arxiv: 2306.04321 · arxiv_version: 2306.04321v2 · doi: 10.48550/arxiv.2306.04321 · pith_short_12: NUPZGYGI4IPD · pith_short_16: NUPZGYGI4IPD4EFR · pith_short_8: NUPZGYGI

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/NUPZGYGI4IPD4EFRKTGWHXZPDP \
  | 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: 6d1f9360c8e21e3e10b154cd63df2f1be334b8c7da6fbf475246c641d114b195

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "60409a36765f4244a899e1fc9207f1028571b9f7d9156e8bcce5cc2afcbb8bc6",
    "cross_cats_sorted": [
      "cs.MM"
    ],
    "license": "http://creativecommons.org/licenses/by-nc-nd/4.0/",
    "primary_cat": "cs.AI",
    "submitted_at": "2023-06-07T10:36:36Z",
    "title_canon_sha256": "01dd342059ffe9bf396a855e31953232650c47f03613e50f35549fa048eae72b"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2306.04321",
    "kind": "arxiv",
    "version": 2
  }
}